MCP Server Directory — Model Context Protocol

Browse MCP servers for AI model integrations. Connect AI to databases, APIs, and tools using the Model Context Protocol.

@pandacss/mcp — MCP server for Panda CSS AI assistants (data-sources)
argocd-mcp — Argo CD MCP Server (data-sources)
@softeria/ms-365-mcp-server — A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API (data-sources)
@preply/ds-mcp — MCP server for the Preply Design System (data-sources)
gm-mcp — Mcp server for Gm (data-sources)
polaris-mcp-server — Shopify Polaris UI Components MCP Server for AI assistants (data-sources)
zd-mcp-server — Zendesk MCP Server - Model Context Protocol server for Zendesk Support integration (data-sources)
@sylphx/mcp-server-sdk — Pure functional MCP server SDK for Node.js and Bun - type-safe, high performance (data-sources)
@aborruso/ckan-mcp-server — MCP server for interacting with CKAN open data portals (data-sources)
@knip/mcp — Knip MCP Server (data-sources)
mcpgraph — MCP server that executes directed graphs of MCP server calls (data-sources)
@skillsmith/mcp-server — MCP server for Skillsmith skill discovery (data-sources)
@nexus2520/jira-mcp-server — MCP server for Jira API integration - supports Jira Cloud (data-sources)
@transloadit/mcp-server — Transloadit MCP server (data-sources)
@codacy/codacy-mcp — Codacy MCP server (data-sources)
@elixium.ai/mcp-server — MCP Server for Elixium.ai (data-sources)
@hugeicons/mcp-server — MCP server for Hugeicons search and usage documentation (data-sources)
@williamp29/project-mcp-server — A ModelContextProtocol server to let agents discover your project, such as APIs (using OpenAPI) or other resources. (data-sources)
plantuml-mcp-server — MCP server for generating PlantUML diagrams (data-sources)
@unthread-io/mcp-server — Unthread MCP Server (data-sources)
derived-mcp-server — MCP server for Derived (data-sources)
dodraw-mcp-server — MCP server for DoDraw (data-sources)
@iflow-mcp/matthewdailey-mcp-starter — ModelContextProtocol starter server (data-sources)
@iflow-mcp/matthewdailey-rime-mcp — ModelContextProtocol server for Rime text-to-speech API (data-sources)
@pepk/mcp-memory-sqlite — Production-ready MCP memory server with SQLite WAL for thread-safe concurrent access. Drop-in replacement for @modelcontextprotocol/server-memory. Pre (data-sources)
@iflow-mcp/garethcott_enhanced-postgres-mcp-server — Enhanced PostgreSQL MCP server with read and write capabilities. Based on @modelcontextprotocol/server-postgres by Anthropic. (data-sources)
@iflow-mcp/garethcott-enhanced-postgres-mcp-server — Enhanced PostgreSQL MCP server with read and write capabilities. Based on @modelcontextprotocol/server-postgres by Anthropic. (data-sources)
mcp-server-cloudflare — MCP server: mcp-server-cloudflare (data-sources)
excel-mcp-server — A Model Context Protocol server for Excel file manipulation (data-sources)
shadcn-ui-mcp-server — A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,and vue (data-sources)
awesome-remote-mcp-servers — Remote MCP Servers (data-sources)
ros-mcp-server — Connect AI models like Claude & GPT with robots using MCP and ROS. (data-sources)
mongodb-mcp-server — A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters. (data-sources)
docs-mcp-server — Grounded Docs MCP Server: Enhance Your AI Coding Assistant (data-sources)
jupyter-mcp-server — 🪐 ✨ Model Context Protocol (MCP) Server for Jupyter. (data-sources)
server — Core PHP implementation for the Model Context Protocol (MCP) server (data-sources)
mcp-server — An MCP server for interacting with the Financial Datasets stock market API. (data-sources)
excel-mcp-server — A Model Context Protocol (MCP) server that reads and writes MS Excel data (data-sources)
linkedin-mcp-server — This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles and companies, get your recommended jobs, and (data-sources)
apify-mcp-server — The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thou (data-sources)
awesome-web3-mcp-servers — DeMCP is the first Decentralized MCP network, offering SSE proxies for MCP services and mainstream LLMs, tackling trust and security with TEE and bloc (data-sources)
mcp-filesystem-server — Go server implementing Model Context Protocol (MCP) for filesystem operations. (data-sources)
gpt-researcher — An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations. (data-sources)
serena — A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations) (data-sources)
fastapi_mcp — Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! (data-sources)
OpenMetadata — OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-d (data-sources)
mcp — AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP. (data-sources)
xiaohongshu-mcp — MCP for xiaohongshu.com (data-sources)
klavis — Klavis AI (YC X25): MCP integration platforms that let AI agents use tools reliably at any scale (data-sources)
UI-TARS-desktop — The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra (data-sources)
activepieces — AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs fo (data-sources)
chrome-devtools-mcp — Chrome DevTools for coding agents (data-sources)
nginx-ui — Yet another WebUI for Nginx (data-sources)
Scrapling — 🕷️ An undetectable, powerful, flexible, high-performance Python library to make Web Scraping Easy and Effortless as it should be! (data-sources)
lamda — The most powerful Android RPA agent framework, next generation of mobile automation robots. (data-sources)
Viper — Adversary simulation and Red teaming platform with AI (data-sources)
deep-research — Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server. (data-sources)
ida-pro-mcp — AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. (data-sources)
mcpo — A simple, secure MCP-to-OpenAPI proxy server (data-sources)
py-xiaozhi — A Python-based Xiaozhi AI for users who want the full Xiaozhi experience without owning specialized hardware. (data-sources)
mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports (data-sources)
mcp-use — mcp-use is the easiest way to interact with mcp servers with custom agents (data-sources)
Upsonic — Agent Framework For Fintech and Banks (data-sources)
markdownify-mcp — A Model Context Protocol server for converting almost anything to Markdown (data-sources)
generative-ai — Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation. (data-sources)
cursor-talk-to-figma-mcp — TalkToFigma: MCP integration between Cursor and Figma, allowing Cursor Agentic AI to communicate with Figma for reading designs and modifying them pro (data-sources)
mcp-context-forge — A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP- (data-sources)
grafbase — The Grafbase GraphQL Federation Gateway (data-sources)
tuui — A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cr (data-sources)
minima — On-premises conversational RAG with configurable containers (data-sources)
memory-bank-mcp — A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank. (data-sources)
MCPJungle — Self-hosted MCP Gateway and Registry for AI agents (data-sources)
mcp-client-cli — A simple CLI to run LLM prompt and implement MCP client. (data-sources)
python-sdk — The official Python SDK for Model Context Protocol servers and clients (data-sources)
mcp-chrome — Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like (data-sources)
modelcontextprotocol — Specification and documentation for the Model Context Protocol (data-sources)
scira-mcp-chat — A minimalistic MCP client with a good feature set. (data-sources)
context-space — Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations (data-sources)
jadx-ai-mcp — Plugin for JADX to integrate MCP server (data-sources)
vllora — Debug your AI agents (data-sources)
python-utcp — Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware. (data-sources)
MCP-Nest — A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts. (data-sources)
awesome-mcp-servers — A comprehensive collection of Model Context Protocol (MCP) servers (data-sources)
typescript-sdk — The official TypeScript SDK for Model Context Protocol servers and clients (data-sources)
mcp-go — A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools. (data-sources)
registry — A community driven registry service for Model Context Protocol (MCP) servers. (data-sources)
csharp-sdk — The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft. (data-sources)
go-sdk — The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google. (data-sources)
java-sdk — The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI (data-sources)
rust-sdk — The official Rust SDK for the Model Context Protocol (data-sources)
mcp — Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration (data-sources)
apple-mcp — Collection of apple-native tools for the model context protocol. (data-sources)
mobile-mcp — Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices) (data-sources)
mcphost — A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP). (data-sources)
mcptools — A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport. (data-sources)
kotlin-sdk — The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains (data-sources)
swift-sdk — The official Swift SDK for Model Context Protocol servers and clients. (data-sources)
fast-mcp — A Ruby Implementation of the Model Context Protocol (data-sources)
awesome-mcp-clients — A collection of MCP clients. (data-sources)
agent — A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one. (data-sources)
MCPJungle — Self-hosted MCP Gateway and Registry for AI agents (data-sources)
mcpmcp-server — Discover, setup, and integrate MCP servers with your favorite clients. Unlock the full potential of AI in your daily workflow. (data-sources)
imagen3-mcp — hamflx/imagen3-mcp (data-sources)
mindsdb — Federated query engine for AI - The only MCP Server you'll ever need (data-sources)
magg — Magg: The MCP Aggregator (data-sources)
openai-gpt-image-mcp — A Model Context Protocol (MCP) tool server for OpenAI's GPT-4o/gpt-image-1 image generation and editing APIs. (data-sources)
php-sdk — The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation. (data-sources)
unreal-mcp — Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protoco (data-sources)
mcgravity — A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, (data-sources)
pluggedin-mcp-proxy — Plugged.in MCP Server manages all your other MCPs in one MCP. (data-sources)
open-mcp — wegotdocs/open-mcp (data-sources)
mcp-server — An aerospace server who implements model context protocol (data-sources)
mcp-open-library — A Model Context Protocol (MCP) server for the Internet Archive's Open Library API that enables AI assistants to search for book and author information (data-sources)
manim-mcp-server — abhiemj/manim-mcp-server (data-sources)
blender-mcp — ahujasid/blender-mcp (data-sources)
discogs-mcp-server — MCP Server for Discogs (data-sources)
aseprite-mcp — MCP server for interacting with the Aseprite API (data-sources)
quran-mcp-server — Quran.com API integration for verse search, translation and tafsir (data-sources)
metmuseum-mcp — Met Museum MCP integration to discover the art collection at The Metropolitan Museum of Art in New York (data-sources)
mcp — A free 3D Printing MCP server that allows for getting live printer state, webcam snapshots, and printer control. (data-sources)
isaac-sim-mcp — Isaac Simulation MCP Extension and Server (data-sources)
MayaMCP — Model Context Protocol (MCP) server implementation for Autodesk Maya (data-sources)
mcp-intro — peek-travel/mcp-intro (data-sources)
rijksmuseum-mcp — Rijksmuseum MCP integration for artwork exploration and analysis (data-sources)
davinci-resolve-mcp — MCP server integration for DaVinci Resolve (data-sources)
anilist-mcp — AniList MCP server for accessing anime and manga data (data-sources)
mermaid-mcp — Narasimhaponnada/mermaid-mcp (data-sources)
biomcp — BioMCP: Biomedical Model Context Protocol (data-sources)
biothings-mcp — MCP (Model Context Protocol) server for biothings (data-sources)
gget-mcp — Bioinformatic MCP server that wraps the most useful functions of the gget library (data-sources)
opengenes-mcp — MCP for the open-genes (data-sources)
synergy-age-mcp — longevity-genie/synergy-age-mcp (data-sources)
fhir-mcp-server — FHIR MCP Server for handling medical data standard. (data-sources)
fhir-mcp-server — FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server. (data-sources)
apple-health-mcp-server — MCP server for querying Apple Health data with natural language using DuckDB under the hood. (data-sources)
omop_mcp — Model Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Large Languag (data-sources)
MCP-Server-Playwright — MCP server for browser automation using Playwright (data-sources)
playwright-plus-python-mcp — blackwhite084/playwright-plus-python-mcp (data-sources)
browser-use-mcp-server — Browse the web, directly from Cursor etc. (data-sources)
yutu — A fully functional MCP server and CLI for YouTube (data-sources)
@modelcontextprotocol/sdk — Model Context Protocol implementation for TypeScript (data-sources)
figma-mcp — ModelContextProtocol server for Figma (data-sources)
@modelcontextprotocol/inspector — Model Context Protocol inspector (data-sources)
puppeteer-mcp-server — Experimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppeteer) (data-sources)
@maz-ui/mcp — Maz-UI ModelContextProtocol Client (data-sources)
@hisma/server-puppeteer — Fork and update (v0.6.5) of the original @modelcontextprotocol/server-puppeteer MCP server for browser automation using Puppeteer. (data-sources)
mcp-starter — ModelContextProtocol starter server (data-sources)
enhanced-postgres-mcp-server — Enhanced PostgreSQL MCP server with read and write capabilities. Based on @modelcontextprotocol/server-postgres by Anthropic. (data-sources)
@elijahtynes/reliefweb-mcp-server — ModelContextProtocol (MCP) server for ReliefWeb humanitarian information service (data-sources)
mcp-sdk-client-ssejs — Client transport alternative of @modelcontextprotocol/sdk/client base on sse.js. The main purpose is make it working on React Native with llama.rn. (data-sources)
@modelcontextprotocol/inspector-cli — CLI for the Model Context Protocol inspector (data-sources)
jsonresume-mcp — ModelContextProtocol starter server (data-sources)
@iflow-mcp/ref-tools-mcp — ModelContextProtocol server for Ref (data-sources)
@iflow-mcp/mcp-starter — ModelContextProtocol starter server (data-sources)
valjs-mcp-alpha — ModelContextProtocol server that bridges to Val Town MCP tools (data-sources)
@pikku/modelcontextprotocol — A Pikku MCP server runtime using the official MCP SDK (data-sources)
rime-mcp — ModelContextProtocol server for Rime text-to-speech API (data-sources)
dapp-local-mcp — A stdio MCP server using @modelcontextprotocol/sdk (data-sources)
@irsooti/mcp — A set of tools to work with ModelContextProtocol (data-sources)
terry-mcp — ModelContextProtocol server for Terry CLI integration (data-sources)
puppeteer-mcp-server-ws — Experimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppeteer) (data-sources)
@mcpweb-org/sdk — Official TypeScript/JavaScript SDK for the MCPaaS platform - A wrapper around the official MCP Server using @modelcontextprotocol/sdk (data-sources)
@cardor/email-summarizer — A Node.js application for summarizing emails using the ModelContextProtocol (MCP). (data-sources)
merkl-mcp — MCP server exposing Merkl opportunities via @modelcontextprotocol/sdk (data-sources)
modelcontextprotocol-gemini — Model Context Protocol implementation for TypeScript (data-sources)
@jsonresume/mcp — ModelContextProtocol server for enhancing JSON Resumes (data-sources)
@todoforai/puppeteer-mcp-server — Experimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppeteer) (data-sources)
mayar-mcp — Mayar API ModelContextProtocol Server (data-sources)
mcp-smart-crawler — A command-line tool acting as an MCP (ModelContextProtocol) server, using Playwright to crawl web content for AI models. (data-sources)
@alcyone-labs/modelcontextprotocol-sdk — Upgrade to Zod V4 for Model Context Protocol implementation for TypeScript (data-sources)
@jsonresume/jsonresume-mcp — ModelContextProtocol starter server (data-sources)
mcp-handler — Vercel MCP Adapter for Next.js and other frameworks (data-sources)
@smithery/sdk — SDK to develop with Smithery (data-sources)
tea-color-to-vars-mcp-server — A basic MCP server example using @modelcontextprotocol/sdk (data-sources)
@kya-os/create-mcpi-app — Scaffold a new MCP-I application (data-sources)
valjs-mcp-beta — ModelContextProtocol server for enhancing JSON Resumes (data-sources)
@mseep/mcp-typescript-server-starter — ModelContextProtocol typescript server starter (data-sources)
ifconfig-mcp — ModelContextProtocol starter server (data-sources)
@latitude-data/supergateway — Run MCP stdio servers over SSE or visa versa (data-sources)
@ignitionai/mcp-template — ModelContextProtocol server with tools, prompts and resources (data-sources)
@arizeai/openinference-instrumentation-mcp — OpenInference instrumentation for MCP (data-sources)
hono-mcp-server-sse-transport — Server-Sent Events transport for Hono and Model Context Protocol (data-sources)
@mcpflow.io/mcp — ModelContextProtocol server for enhancing JSON Resumes (data-sources)
mcp-http-webhook — Production-ready MCP server framework with HTTP + webhook-based subscriptions (data-sources)
modelcontextprotocol-server-postgres — MCP server for interacting with PostgreSQL databases (data-sources)
@coinbase/agentkit-model-context-protocol — Model Context Protocol Extension of Coinbase Agentkit (data-sources)
@cardor/email-management — A Node.js application for managing email workflows using the ModelContextProtocol (MCP). (data-sources)
@tollbit/mcp-streamable-http-shim — a shim for mapping a streamable http server to stdio (data-sources)
@theia/ai-mcp — Theia - MCP Integration (data-sources)
@commercetools/mcp-essentials — A command line tool for setting up commercetools MCP server (data-sources)
agent5ive-mcp — An MCP server for Agent5ive, built with the official @modelcontextprotocol/sdk. (data-sources)
@anaisbetts/mcp-installer — A MCP server to install other MCP servers (data-sources)
mcp-rime — ModelContextProtocol server for Rime text-to-speech API (data-sources)
@roychri/mcp-server-asana — MCP Server for Asana (data-sources)
modelcontextprotocol-eval — Model Context Protocol (MCP) evaluation framework and tools (data-sources)
@redocly/mcp-typescript-sdk — Model Context Protocol implementation for TypeScript (data-sources)
@elementor/angie-sdk — TypeScript SDK for Angie AI assistant (data-sources)
mcp-oauth-server — MCP first OAuth 2.1 Authorization Server (data-sources)
@upstash/context7-mcp — MCP server for Context7 (data-sources)
chrome-devtools-mcp — MCP server for Chrome DevTools (data-sources)
mcp-server — mcp server (data-sources)
@notionhq/notion-mcp-server — Official MCP server for Notion API (data-sources)
@apify/actors-mcp-server — Apify MCP Server (data-sources)
@heroku/mcp-server — Heroku Platform MCP Server (data-sources)
zubeid-youtube-mcp-server — YouTube MCP Server Implementation (data-sources)
@sentry/mcp-server — Sentry MCP Server (data-sources)
mcp-hello-world — A simple Hello World MCP server (data-sources)
@mapbox/mcp-server — Mapbox MCP server. (data-sources)
@amap/amap-maps-mcp-server — MCP server for using the AMap Maps API (data-sources)
@railway/mcp-server — Official Railway MCP server (data-sources)
@oneuptime/mcp-server — OneUptime MCP Server (data-sources)
@moralisweb3/api-mcp-server — Moralis MCP server (data-sources)
@salesforce/mcp — MCP Server for interacting with Salesforce instances (data-sources)
@browserstack/mcp-server — BrowserStack's Official MCP Server (data-sources)
@dynatrace-oss/dynatrace-mcp-server — Model Context Protocol (MCP) server for Dynatrace (data-sources)
@sap-ux/fiori-mcp-server — SAP Fiori - Model Context Protocol (MCP) server (data-sources)
@winor30/mcp-server-datadog — MCP server for interacting with Datadog API (data-sources)
@supabase/mcp-server-supabase — MCP server for interacting with Supabase (data-sources)
@agent-infra/mcp-server-filesystem — MCP server for filesystem access (data-sources)
tavily-mcp — MCP server for advanced web search using Tavily (data-sources)
@mzxrai/mcp-webresearch — MCP server for web research (data-sources)
@shortcut/mcp — Shortcut MCP Server (data-sources)
@ivotoby/openapi-mcp-server — An MCP server that exposes OpenAPI endpoints as resources (data-sources)
@bytebase/dbhub — Universal Database MCP Server (data-sources)
@coinbase/cds-mcp-server — Coinbase Design System - MCP Server (data-sources)
@azure-devops/mcp — MCP server for interacting with Azure DevOps (data-sources)
serper-search-scrape-mcp-server — Serper MCP Server supporting search and webpage scraping (data-sources)
@benborla29/mcp-server-mysql — MCP server for interacting with MySQL databases with write operations support (data-sources)
@cariot-labs/cariot-mcp-server — MCP server for Cariot (data-sources)
@promptx/mcp-server — MCP Server implementation for PromptX (data-sources)
@llmindset/hf-mcp-server — Official Hugging Face MCP Server (data-sources)
@postman/postman-mcp-server — A simple MCP server to operate on the Postman API (data-sources)
@supabase/mcp-server-postgrest — MCP server for PostgREST (data-sources)
@bit2me/mcp-server — Bit2Me MCP Server (data-sources)
graphlit-mcp-server — Graphlit MCP Server (data-sources)
slite-mcp-server — 'Slite MCP server' (data-sources)
@mondaydotcomorg/monday-api-mcp — MCP server for using the monday.com API (data-sources)
@voltagent/mcp-server — VoltAgent MCP server implementation for exposing agents, tools, and workflows via the Model Context Protocol. (data-sources)
@tsmztech/mcp-server-salesforce — A Salesforce connector MCP Server. (data-sources)
datadog-mcp-server — MCP Server for Datadog API (data-sources)
youtube-data-mcp-server — YouTube MCP Server Implementation (data-sources)
@azure/mcp — Azure MCP Server - Model Context Protocol implementation for Azure (data-sources)
@currents/mcp — Currents MCP server (data-sources)
@automatalabs/mcp-server-playwright — MCP server for browser automation using Playwright (data-sources)
@cloudflare/mcp-server-cloudflare — MCP server for interacting with Cloudflare API (data-sources)
@siemens/element-mcp — Element MCP server (data-sources)
@line/line-bot-mcp-server — MCP server for interacting with your LINE Official Account (data-sources)
bash-mcp — Simple bash command execution MCP server for Claude (data-sources)
@nexus2520/bitbucket-mcp-server — MCP server for Bitbucket API integration - supports both Cloud and Server (data-sources)
@neondatabase/mcp-server-neon — MCP server for interacting with Neon Management API and databases (data-sources)
@browsermcp/mcp — MCP server for browser automation using Browser MCP (data-sources)
@mastra/mcp-docs-server — MCP server for accessing Mastra.ai documentation, changelogs, and news. (data-sources)
supabase-mcp — MCP server for Supabase CRUD operations (data-sources)
@arabold/docs-mcp-server — MCP server for fetching and searching documentation (data-sources)
@ai-universe/mcp-server-utils — Shared MCP server utilities and TypeScript server launcher for AI Universe services (data-sources)
@browserbasehq/mcp-server-browserbase — MCP server for AI web browser automation using Browserbase and Stagehand (data-sources)
@tomtom-org/tomtom-mcp — MCP server integrating TomTom APIs (data-sources)
@executeautomation/database-server — MCP server for interacting with SQLite and SQL Server databases by ExecuteAutomation (data-sources)
@gabrielmaialva33/mcp-filesystem — MCP server for secure filesystem access (data-sources)
@gongrzhe/server-gmail-autoauth-mcp — Gmail MCP server with auto authentication support (data-sources)
@negokaz/excel-mcp-server — An MCP server that reads and writes spreadsheet data to MS Excel file (data-sources)
shadcn-ui-mcp-server — MCP server for shadcn/ui component references (data-sources)
mcp-server-commands — An MCP server to run arbitrary commands (data-sources)
@vapi-ai/mcp-server — Vapi MCP Server (data-sources)
@skanda-yutori/mcp-send-email — MCP server for sending emails via Resend API (data-sources)
mcp-server-mysql — MCP server for interacting with MySQL databases (READ-ONLY) with optimized caching (data-sources)
@circleci/mcp-server-circleci — A Model Context Protocol (MCP) server implementation for CircleCI, enabling natural language interactions with CircleCI functionality through MCP-enab (data-sources)
slack-mcp-server — The most powerful MCP Slack Server with no permission requirements, Apps support, multiple transports Stdio and SSE, DMs, Group DMs and smart history (data-sources)
supabase-mcp-server — Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration ver (data-sources)
Awesome-MCP-ZH — MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients (data-sources)
claude-skills-mcp — MCP server for searching and retrieving Claude Agent Skills using vector search (data-sources)
bazi-mcp — MCP server for Bazi (八字) information (data-sources)
reaper-mcp — TwelveTake-Studios/reaper-mcp (data-sources)
mermaid-grammer-inspector-mcp — A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities (data-sources)
onekgpd-mcp — 1000 Genomes Project dataset MCP Server (data-sources)
ucsc-genome-mcp — An MCP server to interact with the UCSC Genome Browser API (data-sources)
browser-control-mcp — MCP server paired with a browser extension that enables AI agents to control the user's browser. (data-sources)
ashra-mcp — A Model Context Protocol server for Ashra (data-sources)
mcp-aoai-web-browsing — A minimal Model Context Protocol 🖥️ server/client🧑‍💻with Azure OpenAI and 🌐 web browser control via Playwright. (data-sources)
gomcp — Lightpanda MCP server written in Go (data-sources)
playwright-mcp — Playwright MCP server (data-sources)
mcp-browser-kit — An MCP Server that enables AI assistants to interact with your local browsers. (data-sources)
web-eval-agent — An MCP server that autonomously evaluates web applications. (data-sources)
olostep-mcp-server — olostep/olostep-mcp-server (data-sources)
web-search — Web search using free google search (NO API KEYS REQUIRED) (data-sources)
selenium-mcp-server — PhungXuanAnh/selenium-mcp-server (data-sources)
4everland-hosting-mcp — 4everland/4everland-hosting-mcp (data-sources)
mcp-ipfs — 🪐 MCP IPFS Server (data-sources)
aws-mcp-server — A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (M (data-sources)
alibaba-cloud-ops-mcp-server — AlibabaCloud CloudOps MCP Server (data-sources)
localstack-mcp-server — MCP Server for LocalStack (data-sources)
esxi-mcp-server — A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management. (data-sources)
mcp-cyclops — Model Context Protocol server for Cyclops (data-sources)
adls-mcp-server — Microsoft Azure Data Lake Storage MCP Server (data-sources)
esp-rainmaker-mcp — ESP RainMaker MCP server (data-sources)
ns-private-access-mcp — johnneerdael/netskope-mcp (data-sources)
mcp-server-python — Python MCP Server for Kestra — you can use it as a tool in Kestra's AI Agents (data-sources)
liveblocks-mcp-server — MCP server for Liveblocks. (data-sources)
nebulablock-mcp-server — Nebula-Block-Data/nebulablock-mcp-server (data-sources)
pumpswap-mcp — An MCP server that enables AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading. (data-sources)
raydium-launchlab-mcp — An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab). (data-sources)
rug-check-mcp — An MCP server that detects potential risks in Solana meme tokens. (data-sources)
stargate-bridge-mcp — An MCP server that enables cross-chain token transfers via the Stargate protocol. (data-sources)
sui-trader-mcp — An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain. (data-sources)
thegraph-mcp — An MCP server that powers AI agents with indexed blockchain data from The Graph. (data-sources)
token-minter-mcp — An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains. (data-sources)
token-revoke-mcp — An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains. (data-sources)
twitter-username-changes-mcp — An MCP server that tracks the historical changes of Twitter usernames. (data-sources)
uniswap-poolspy-mcp — An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks. (data-sources)
uniswap-price-mcp — An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains. (data-sources)
uniswap-trader-mcp — An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains. (data-sources)
wallet-inspector-mcp — An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain. (data-sources)
weblate-mcp — mmntm/weblate-mcp (data-sources)
whale-tracker-mcp — A mcp server for tracking cryptocurrency whale transactions. (data-sources)
alpaca-mcp — MCP for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data (data-sources)
mcp-server-ledger — A Model Context Protocol server for interacting with Ledger CLI, a powerful double-entry accounting system. This server enables Large Language Models (data-sources)
yfinance-mcp — narumiruna/yfinance-mcp (data-sources)
octagon-mcp-server — A free MCP server to analyze and extract insights from public filings, earnings transcripts, financial metrics, stock market data, private market tran (data-sources)
mcp-mifosx — Model Context Protocol - MCP for Mifos X (data-sources)
mcp-mifosx-self-service — MCP Server for Mifos X - Self Service (data-sources)
mcp_massive — An MCP server for Massive.com Financial Market Data (data-sources)
coin-mcp-server — use Bitget’s API to get cryptocurrency info (data-sources)
mcp-server — Official Python MCP server for local interactions with the QuantConnect API (data-sources)
coincap-mcp — A coincap mcp server to access crypto data from coincap API (data-sources)
braintree-mcp-server — QuentinCody/braintree-mcp-server (data-sources)
mcp-xrpl — RomThpt/xrpl-mcp-server (data-sources)
blockchain-mcp — tatumio/blockchain-mcp (data-sources)
substrate-mcp-rs — A Model Context Protocol (MCP) server for Substrate blockchains, written in Rust and interfacing the subxt crate. (data-sources)
subxt — Interact with Substrate based nodes in Rust or WebAssembly (data-sources)
lara-mcp — translated/lara-mcp (data-sources)
solscan-mcp — An MCP server for querying Solana transactions using natural language with Solscan API (data-sources)
mcp-server-wuye-ai — CRIC物业AI MCP Server (data-sources)
xero-mcp-server — An MCP server that integrates with the MCP protocol. https://modelcontextprotocol.io/introduction (data-sources)
MarketAuxMcpServer — zolo-ryan/MarketAuxMcpServer (data-sources)
prediction-market-mcp — A simple MCP server that grabs prediction market data from polymarket, PredictIt, & Kalshi. (data-sources)
hive-crypto-mcp — Hive Intelligence Crypto MCP | The Ultimate Cryptocurrency MCP for AI Assistants - Unified access to crypto, DeFi, and Web3 analytics (data-sources)
gamebrain-api-clients — ddsky/gamebrain-api-clients (data-sources)
opendota-mcp-server — MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis wit (data-sources)
mcp-chess — MCP server for playing chess against AI (data-sources)
opgg-mcp — opgginc/opgg-mcp (data-sources)
fantasy-pl-mcp — Fantasy Premier League MCP Server (data-sources)
mcp-stockfish — 🐟 MCP server connecting AI systems to Stockfish chess engine (data-sources)
mcp-server-runescape — MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data (data-sources)
mcp-tic-tac-toe — Play tic-tac-toe against an LLM via MCP (data-sources)
mcp-summarizer — MCP Server for AI Summarization (data-sources)
ref-tools-mcp — ModelContextProtocol server for Ref (data-sources)
@szjc/szjc-mcp-server — MCP Server for the Szjc API using @modelcontextprotocol/sdk (data-sources)
@iflow-mcp/figma-mcp — ModelContextProtocol server for Figma (data-sources)
ref-mcp-cli — ModelContextProtocol server for Ref (data-sources)
learn-mcp — 学习 ModelContextProtocol 协议 (data-sources)
@modelcontextprotocol/ext-apps — MCP Apps SDK — Enable MCP servers to display interactive user interfaces in conversational clients. (data-sources)
@thunder_ai/mcp-element-ui — Element Plus 的 ModelContextProtocol (MCP) 服务器 (data-sources)
@iflow-mcp/server-sequential-thinking — MCP server for sequential thinking and problem solving (data-sources)
touchdesigner-mcp-server — MCP server for TouchDesigner (data-sources)
@contentful/mcp-server — Contentful MCP Server - Model Context Protocol server for Contentful (data-sources)
@xeroapi/xero-mcp-server — MCP server implementation for Xero integration (data-sources)
@stripe/mcp — A command line tool for setting up Stripe MCP server (data-sources)
aiinbx-mcp — The official MCP Server for the AI Inbx API (data-sources)
tfmcp — 🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Sup (data-sources)
python-openstackmcp-server — openstack mcp server (data-sources)
cert-manager-mcp-server — MCP Server for cert-manager (data-sources)
portainer-mcp — Portainer MCP server (data-sources)
pythonanywhere-mcp-server — pythonanywhere/pythonanywhere-mcp-server (data-sources)
qiniu-mcp-server — qiniu/qiniu-mcp-server (data-sources)
mcp-redis-cloud — redis/mcp-redis-cloud (data-sources)
mcp-nutanix — MCP Server for Nutanix (data-sources)
aws-pricing-mcp — An MCP server that exposes AWS EC2 pricing data with an option to search by CPU, RAM, networking (data-sources)
books-mcp-server — This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio. (data-sources)
outsource-mcp — Give your AI assistant its own AI assistants. (data-sources)
openapi-to-mcp — An MCP server for your API (data-sources)
Blind-Auditor — MCP tool for improving model coding quality by mandatory self-audition (data-sources)
MaxMSP-MCP-Server — MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter) (data-sources)
pyATS_MCP — An MCP Server for pyATS (experimental) (data-sources)
intlayer — Per-component Internationalisation solution for JS application focusing on scalability. Type-Safe. Translate with AI. Edit Visually. (data-sources)
ssh-mcp — SSH MCP server that runs locally making it easy to manage hosts and perform commands across a group of hosts (data-sources)
iterm-mcp — A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance (data-sources)
mcp-server-commands — Model Context Protocol server to run commands (data-sources)
kill-process-mcp — Cross-platform MCP (Model Context Protocol) server exposing tools to list and terminate OS processes via natural language queries (data-sources)
cli-mcp-server — Command line interface for MCP clients with secure execution and customizable security policies (data-sources)
ssh-mcp — MCP server exposing SSH control for Linux servers via Model Context Protocol. (data-sources)
arch-mcp — Arch Linux MCP (Model Context Protocol) (data-sources)
mcp-twikit — A Model Context Protocol (MCP) server for interacting with Twitter. (data-sources)
courier-mcp — trycourier/courier-mcp (data-sources)
cv-mcp-server — Carbon Voice MCP Server (data-sources)
mac_messages_mcp — An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage c (data-sources)
calcom-mcp — A FastMCP server for interacting with the Cal.com API. This enables LLMs to manage event types, create bookings, and access Cal.com scheduling data pr (data-sources)
discourse-mcp — MCP client for Discourse sites (data-sources)
callcenter.js-mcp — Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI (data-sources)
acp-mcp — i-am-bee/acp-mcp (data-sources)
mattermost-mcp-host — A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based Agent. (data-sources)
producthunt-mcp-server — jaipandya/producthunt-mcp-server (data-sources)
bluesky-context-server — Bluesky MCP server (data-sources)
telephony-mcp-server — A very simple no-fuss minimalist MCP Server with telephony tools like voice call and sms. This MCP Server can be integrated with LLM applications. Von (data-sources)
line-bot-mcp-server — MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account. (data-sources)
caldav-mcp — madbonez/caldav-mcp (data-sources)
vrchat-mcp — This project is a Model Context Protocol (MCP) server for interacting with the VRChat API. (data-sources)
ms-365-mcp-server — A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API (data-sources)
ntfy-mcp — teddyzxcv/ntfy-mcp (data-sources)
didlogic_mcp — userad/didlogic_mcp (data-sources)
open-feishu-mcp-server — ztxtxwd/open-feishu-mcp-server (data-sources)
mcp-echarts — 🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis. (data-sources)
mcp-mermaid — ❤️ Generate mermaid diagram and chart with AI MCP dynamically. (data-sources)
mcp-server-iaptic — Model Context Protocol server for interacting with iaptic (data-sources)
OpenDataMCP — Connect any Open Data to any LLM with Model Context Protocol. (data-sources)
imessage-mcp — A Model Context Protocol server for reading iMessage data from macOS. (data-sources)
inoyu-mcp-unomi-server — An implementation of Anthropic's Model Context Protocol for the Apache Unomi CDP (data-sources)
mcp-tinybird — tinybirdco/mcp-tinybird (data-sources)
mcp-aiven — Model Context Protocol server for Aiven (data-sources)
alibabacloud-tablestore-mcp-server — aliyun/alibabacloud-tablestore-mcp-server (data-sources)
mcp-cockroachdb — The CockroachDB MCP Server is a natural language interface designed for agentic applications to manage, monitor and query data in CockroachDB. (data-sources)
mcp-server-tidb — mcp server for tidb (data-sources)
wren-engine — 🤖 The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents 🔥 (data-sources)
gateway — Universal MCP-Server for your Databases optimized for LLMs and AI-Agents. (data-sources)
dicom-mcp — Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.) (data-sources)
mcp-clickhouse — Connect ClickHouse to your AI assistants. (data-sources)
mcp-confluent — confluentinc/mcp-confluent (data-sources)
mcp-server-couchbase — MCP Server to interact with data in Couchbase Clusters (data-sources)
mcp-server-trino — MCP Server for Trino (data-sources)
mysql-mcp-server — mcp model-context-protocol mysql cursor n8n (data-sources)
nocodb-mcp-server — nocodb mcp server (data-sources)
simple_snowflake_mcp — yannbrrd/simple_snowflake_mcp (data-sources)
mcp-mysql-server — A Model Context Protocol server for MySQL database operations (data-sources)
memvid-mcp-server — A Streamable HTTP MCP Server for Memvid (data-sources)
mcp-database-server — Store and load JSON documents from LLM tool use (data-sources)
mongodb-lens — 🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases (data-sources)
firebase-mcp — 🔥 Model Context Protocol (MCP) server for Firebase. (data-sources)
mcp-run-sql-connectorx — An MCP server that executes SQL via ConnectorX and streams (using Arrow RecordBatch) the result to CSV or Parquet. Supports PostgreSQL, MySQL, MariaDB (data-sources)
genai-toolbox — MCP Toolbox for Databases is an open source MCP server for databases. (data-sources)
greptimedb-mcp-server — A Model Context Protocol (MCP) server for GreptimeDB (data-sources)
mcp-hydrolix — An MCP server for Hydrolix (data-sources)
influxdb-mcp-server — An MCP Server for querying InfluxDB (data-sources)
influxdb3_mcp_server — MCP Server for InfluxDB 3 (data-sources)
mcp-snowflake-server — isaacwasserman/mcp-snowflake-server (data-sources)
mcp-timeplus — Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg table (data-sources)
vikingdb-mcp-server — a mcp server for vikingdb store and search (data-sources)
mcp-mongo-server — A Model Context Protocol Server for MongoDB (data-sources)
mcp-server-duckdb — A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities (data-sources)
mongodb-atlas-mcp-server — MCP server for mongodb atlas api. Internally uses mongodb-atlas-api-client (data-sources)
mcp-neo4j — Neo4j Labs Model Context Protocol servers (data-sources)
mcp-server-neon — MCP server for interacting with Neon Management API and databases (data-sources)
nile-mcp-server — MCP server for Nile Database - Manage and query databases, tenants, users, auth using LLMs (data-sources)
mcp-jdbc-server — Java based Model Context Procotol (MCP) Server for JDBC (data-sources)
mcp-odbc-server — Typescript based Model Context Procotol (MCP) Server for Open Database Connectivity (ODBC) (data-sources)
mcp-sqlalchemy-server — A simple MCP ODBC server using FastAPI, ODBC and SQLAlchemy. (data-sources)
adx-mcp-server — A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces. (data-sources)
prometheus-mcp-server — A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces. (data-sources)
mcp — prisma/mcp (data-sources)
mongo-mcp — A mongo db server for the model context protocol (MCP) (data-sources)
mcp-redis — The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently (data-sources)
mcp-alchemy — A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, (data-sources)
s2-sdk-typescript — S2 SDK for TypeScript (data-sources)
SchemaCrawler-AI-MCP-Server-Usage — Find out how to use SchemaCrawler AI MCP Server (data-sources)
mcp-pinecone — Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG (data-sources)
skysql-mcp — SkySQL MCP server and client repository. (data-sources)
mcp — MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more (data-sources)
pgmcp — An MCP server to query any Postgres database in natural language. (data-sources)
supabase-mcp — Connect Supabase to your AI assistants (data-sources)
legion-mcp — A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python. (data-sources)
dolphindb-mcp-server — dolphindb-mcp-server (data-sources)
mcp-trino — A high-performance Model Context Protocol (MCP) server for Trino implemented in Go. (data-sources)
mcp-victorialogs — The implementation of Model Context Protocol (MCP) server for VictoriaLogs. (data-sources)
mcp-server-weaviate — MCP (Model Context Protocol) server for Weaviate (data-sources)
xiyan_mcp_server — A Model Context Protocol (MCP) server that enables natural language queries to databases (data-sources)
ydb-mcp — ydb/ydb-mcp (data-sources)
VictoriaMetrics-mcp-server — MCP Server for the VictoriaMetrics. (data-sources)
go-mcp-mysql — Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with MySQL and automation. No Node.js or Python environment needed. (data-sources)
mcp-server-milvus — Model Context Protocol Servers for Milvus (data-sources)
dbt-mcp — A MCP (Model Context Protocol) server for interacting with dbt. (data-sources)
mcp-flowcore-platform — MCP server for managing and interacting with Flowcore Platform (data-sources)
mcp-databricks-server — MCP Server for Databricks (data-sources)
qlik-mcp — An MCP server to run qlik (data-sources)
mcp-server — Model Context Protocol (MCP) Server for the Keboola Platform (data-sources)
dbt-docs-mcp — MCP (model context protocol) server for interacting with dbt Docs (data-sources)
databricks-genie-MCP — yashshingvi/databricks-genie-MCP (data-sources)
alkemi-mcp — A STDIO Model Context Protocol Server that lets MCP Clients query databases using plain-english questions and query exposed API endpoints abstracting (data-sources)
method-crm-mcp — Production-ready Model Context Protocol (MCP) server for Method CRM API integration. Enables LLMs to interact with Method CRM through 20 comprehensive (data-sources)
caisse-enregistreuse-mcp-server — Kash.click MCP server [Official] (data-sources)
gptzero-mcp — louis030195/gptzero-mcp (data-sources)
mcp-server-atlassian-bitbucket — Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tool (data-sources)
char-index-mcp — A Model Context Protocol server for character-level index-based string manipulation (data-sources)
MCP_AI_SOC_Sher — AI SOC Security Threat analysis using MCP Server (data-sources)
simctl-mcp — ambar/simctl-mcp (data-sources)
apisix-mcp — APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API. (data-sources)
apisix — The Cloud-Native API Gateway and AI Gateway (data-sources)
fastmcp-sonarqube-metrics — Chat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly. (data-sources)
jsr-mcp — Model Context Protocol server for the JSR (JavaScript Registry) (data-sources)
mcp-link — Convert Any OpenAPI V3 API to MCP Server (data-sources)
echo-mcp — Enable AI assistants to interact with your Echo API (data-sources)
conan-mcp — Model Context Protocol server for Conan (data-sources)
mcp-server — Official ConfigCat Model Context Protocol (MCP) Server (data-sources)
currents-mcp — Currents MCP Server (data-sources)
time-node-mcp — MCP server for timezone-aware date and time operations (data-sources)
pox-mcp-server — A Model Context Protocol (MCP) server for the POX SDN controller (data-sources)
mcp-pointer — MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see. (data-sources)
mcp-server-flipt — flipt-io/mcp-server-flipt (data-sources)
mcp-design-system-extractor — MCP (Model Context Protocol) server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and (data-sources)
firefly-mcp — Firefly MCP (data-sources)
unified-diff-mcp — gorosun/unified-diff-mcp (data-sources)
rust-cargo-docs-rag-mcp — MCP tools for Rust Context Engineering (rustdocs, rust analyzer) (data-sources)
mcp-server-excel — Excel MCP Server & CLI - 12 tools, 180 operations for AI-powered Excel automation via COM API (data-sources)
jetbrains-debugger-mcp-plugin — hechtcarmel/jetbrains-debugger-mcp-plugin (data-sources)
higress-ops-mcp-server — A Model Context Protocol (MCP) server implementation that enables comprehensive configuration and management of Higress. (data-sources)
higress — 🤖 AI Gateway | AI Native API Gateway (data-sources)
postmancer — An experimental MCP server Rest Client intended to be a replacement of tools postman & insomnia (data-sources)
bruno-mcp — MCP Server for running Bruno Collections (data-sources)
qasphere-mcp — MCP Server for QA Sphere TMS (data-sources)
just-mcp — mcp server for just (data-sources)
k6-mcp-server — k6 MCP server (data-sources)
mcp-server-simulator-ios-idb — A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands. (data-sources)
mcp-image-compression — A high-performance image compression microservice based on MCP (Modal Context Protocol) (data-sources)
insforge-mcp — InsForge/insforge-mcp (data-sources)
ios-simulator-mcp — MCP server for interacting with the iOS simulator (data-sources)
mcp-server-sql-analyzer — MCP server for SQL static analysis. (data-sources)
sqlglot — Python SQL Parser and Transpiler (data-sources)
serveMyAPI — Jktfe/serveMyAPI (data-sources)
RestCsvMcpServer — MCP Server for RestCSV, Generated using MCPGen (data-sources)
globalping-mcp-server — Remote MCP server that gives LLMs access to run network commands (data-sources)
mcp-server-multiverse — A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configuration (data-sources)
mcp-server-langfuse — Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Mode (data-sources)
system-prompts-mcp-server — Model Context Protocol server exposing system prompt files and summaries. (data-sources)
ros-mcp-server — Connect AI models like Claude & GPT with robots using MCP and ROS. (data-sources)
unitree-go2-mcp-server — The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interprete (data-sources)
memcord — 🧠 AI Memory Management for Claude Desktop. Save, search & organize chat history with intelligent summarization. MCP server. (data-sources)
swarmia-mcp — A read-only local MCP server for to interact with swarmia.com (data-sources)
pharo-smalltalk-interop-mcp-server — A local MCP server to communicate local Pharo Smalltalk image (data-sources)
octomind-mcp — An MCP server for octomind tools, resources and prompts (data-sources)
opslevel-mcp — Model Context Protocol (MCP) server for OpsLevel (data-sources)
mcp — A Model Context Protocol Server for Pica (data-sources)
mcp — Official PostHog MCP Server 🦔 (data-sources)
mac-monitor-mcp — Pratyay/mac-monitor-mcp (data-sources)
website-downloader — MCP server to download entire websites (data-sources)
kolibri — The accessible HTML-Standard (data-sources)
mcp-openapi — OpenAPI specification MCP server. (data-sources)
Rootly-MCP-server — Rootly MCP server (data-sources)
sonarqube-mcp-server — Model Context Protocol (MCP) server for SonarQube (data-sources)
sequa-mcp — sequa-ai/sequa-mcp (data-sources)
openapi-mcp-server — Allow AI to wade through complex OpenAPIs using Simple Language (data-sources)
SpaceBridge-MCP — MCP server that turbocharges vibe coding by automating issue tracking (data-sources)
lldb-mcp — LLDB MCP server (data-sources)
mcp — 🤖 (data-sources)
bugsnag-mcp — A Model Context Protocol (MCP) server for interacting with Bugsnag. This server allows LLM tools like Cursor and Claude to investigate and resolve iss (data-sources)
tip-md-x402-mcp-server — 🏆 Hackathon: Transform any AI agent into a payment-enabled agent using x402 + CDP. MCP server for instant crypto tipping with automatic disbursement. (data-sources)
twitterapi-io-mcp — TwitterAPI.io MCP server: offline docs (endpoints, pages, blogs) for Claude and other AI assistants. (data-sources)
mcp-nixos — MCP-NixOS - Model Context Protocol Server for NixOS resources (data-sources)
pantheon-mcp — A collection of AI agents (data-sources)
mcp-prompt-engine — MCP Prompt Engine (data-sources)
claude-mermaid — MCP Server to previewing mermaid diagrams (data-sources)
ros2_mcp — Advanced MCP Server ROS 2 bridging AI agents straight into robotics (data-sources)
hocr_mcp_server — Wooonster/hocr_mcp_server (data-sources)
llm-token-tracker — Token usage tracker for OpenAI and Claude APIs with MCP support. Pass accurate API costs to your users. (data-sources)
mcp-server-apache-airflow — yangkyeongmo@/mcp-server-apache-airflow (data-sources)
mindmap-mcp-server — mindmap, mcp server, artifact (data-sources)
multi-ai-advisor-mcp — council of models for decision (data-sources)
ros-mcp — MCP server for ROS to control robots via topics, services, and actions. (data-sources)
mcp-typescribe — An MCP server implementation enabling LLMs to work with new APIs and frameworks (data-sources)
fetch-mcp — A flexible HTTP fetching Model Context Protocol server. (data-sources)
mcp-zenml — MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines (data-sources)
garmin-documentation-mcp-server — MCP server for Garmin Connect IQ API documentation - complete offline access to SDK 8.2.3 (data-sources)
P-Link-MCP — x402 client implementation (x402-fetch), HTTP 402 server implementation and Model Context Protocol (MCP) for P-Link.io : pay, send and receive money w (data-sources)
openapi-to-mcp — OpenApiMCPServer is an MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools (data-sources)
kaggle-mcp — MCP server for Kaggle (data-sources)
calculator-server — A comprehensive Go-based MCP server for mathematical computations with 13+ tools (data-sources)
chronulus-mcp — MCP Server for Chronulus AI Forecasting and Prediction Agents (data-sources)
dingo — Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool (data-sources)
growthbook-mcp — Official GrowthBook MCP server for creating flags, getting experiments, and more. (data-sources)
label-studio-mcp-server — HumanSignal/label-studio-mcp-server (data-sources)
zaturn — Data Analysis With Vibes (data-sources)
optuna-mcp — The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs. (data-sources)
mcp-server-data-exploration — reading-plus-ai/mcp-server-data-exploration (data-sources)
networkx-mcp-server — 🕸️ First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP int (data-sources)
esp-mcp — Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help. (data-sources)
modbus-mcp — An MCP server that standardizes and contextualizes industrial Modbus data. (data-sources)
opcua-mcp — An MCP server that connects to OPC UA-enabled industrial systems. (data-sources)
stack-chan — A JavaScript-driven M5Stack-embedded super-kawaii robot. (data-sources)
gr-mcp — MCP server for GNU Radio (data-sources)
smart-tree — Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-s (data-sources)
mcp-server-box-remote — Securely connect AI agents to your enterprise content in Box (data-sources)
mcp-file-merger — MCP server for merging multiple files into one (data-sources)
box-mcp-server — A Box model context protocol server to search, read and access files (data-sources)
large-file-mcp — MCP Server for efficient large file operations (data-sources)
mcp-everything-search — mamertofabian/mcp-everything-search (data-sources)
mcp-server-opendal — Model Context Protocol Server for Apache OpenDAL™ (data-sources)
pix-mcp — Regenerating-World/pix-mcp (data-sources)
web3-research-mcp — Deep Research for crypto - free & fully local (data-sources)
bicscan-mcp — BICScan MCP Server (data-sources)
mcp — Connect a bitcoin lightning wallet to your LLM using Nostr Wallet Connect and Model Context Protocol (data-sources)
alchemy-mcp-server — Alchemy's official MCP Server. Allow AI agents to interact with Alchemy's blockchain APIs. (data-sources)
coinmarket-mcp-server — anjor/coinmarket-mcp-server (data-sources)
jupiter-mcp — araa47/jupiter-mcp (data-sources)
metatrader-mcp-server — Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform (data-sources)
armor-crypto-mcp — The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more. (data-sources)
onchain-mcp — Bringing the bankless onchain API to MCP (data-sources)
alpha-vantage-mcp — MCP Server for Alpha Advantage API (data-sources)
mcp — bitteprotocol/mcp (data-sources)
monarch-mcp-server — carsol/monarch-mcp-server (data-sources)
dexpaprika-mcp — DexPaprika MCP server allows access real-time and historical data on crypto tokens, DEX trading activity, and liquidity across multiple blockchains. I (data-sources)
mcp-server-ccxt — High-performance CCXT MCP server for cryptocurrency exchange integration (data-sources)
tasty-agent — Let Claude manage your tastytrade portfolio. (data-sources)
wsb-analyst-mcp — MCP server for analyzing WallStreetBets (data-sources)
nwc-mcp-server — Connect a bitcoin lightning wallet to your LLM using Nostr Wallet Connect and Model Context Protocol (data-sources)
heurist-mesh-mcp-server — heurist-network/heurist-mesh-mcp-server (data-sources)
mcp-baostock-server — HuggingAGI/mcp-baostock-server (data-sources)
hledger-mcp — A local MCP server for interacting with the HLedger cli (data-sources)
beeper-mcp — A backend service for executing beeper transactions on Binance Smart Chain (data-sources)
mcp-dexscreener — Dexscreener API's MCP server - let your AI agent check any on-chain price using Dexscreener's free and open API (data-sources)
binance-alpha-mcp — An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation. (data-sources)
bitcoin-utxo-mcp — An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and block statistics. (data-sources)
blockbeats-mcp — An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents. (data-sources)
bridge-rates-mcp — An MCP server that delivers real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents. (data-sources)
chainlist-mcp — An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens. (data-sources)
crypto-feargreed-mcp — Providing real-time and historical Crypto Fear & Greed Index data (data-sources)
crypto-indicators-mcp — An MCP server providing a range of cryptocurrency technical analysis indicators and strategies. (data-sources)
crypto-liquidations-mcp — An MCP server that streams real-time cryptocurrency liquidation events from Binance. (data-sources)
crypto-orderbook-mcp — An MCP server that analyzes order book depth and imbalance across major crypto exchanges. (data-sources)
crypto-pegmon-mcp — An MCP server that tracks stablecoin peg integrity across multiple blockchains. (data-sources)
crypto-portfolio-mcp — An MCP server for tracking and managing cryptocurrency portfolio allocations. (data-sources)
crypto-rss-mcp — An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds. (data-sources)
crypto-sentiment-mcp — An MCP server that delivers cryptocurrency sentiment analysis to AI agents. (data-sources)
crypto-stocks-mcp — An MCP server that tracks real-time data for major crypto-related stocks. (data-sources)
crypto-whitepapers-mcp — An MCP server serving as a structured knowledge base of crypto whitepapers. (data-sources)
dao-proposals-mcp — An MCP server that aggregates live governance proposals from major DAOs. (data-sources)
defi-yields-mcp — An MCP server for AI agents to explore DeFi yield opportunities, powered by DefiLlama. (data-sources)
dune-analytics-mcp — A mcp server that bridges Dune Analytics data to AI agents. (data-sources)
etf-flow-mcp — An MCP server that delivers crypto ETF flow data to power AI agents' decision-making. (data-sources)
ethereum-validator-queue-mcp — An MCP server that tracks Ethereum’s validator activation and exit queues in real time. (data-sources)
freqtrade-mcp — An MCP server that integrates with the Freqtrade cryptocurrency trading bot. (data-sources)
jupiter-mcp — An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API. (data-sources)
pancakeswap-poolspy-mcp — An MCP server that tracks newly created liquidity pools on Pancake Swap (data-sources)
polymarket-predictions-mcp — An MCP server that delivers real-time market odds from Polymarket. (data-sources)
context-awesome — awesome-lists now available as MCP server for you agent. (data-sources)
mcp-obsidian — A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access (data-sources)
openzim-mcp — OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM format knowl (data-sources)
graphlit-mcp-server — Model Context Protocol (MCP) Server for Graphlit Platform (data-sources)
markmap-mcp-server — An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG). (data-sources)
mcp-zotero — A connector for Claude Desktop to work with collection and sources on your Zotero Cloud. (data-sources)
easy-obsidian-mcp — wire your brain to AGI through the best obsidian MCP (data-sources)
mem0-mcp — mem0ai/mem0-mcp (data-sources)
Central-Memory-MCP — A custom fork of @modelcontextprotocol/server-memory using Azure Functions MCP triggers and Table storage. (data-sources)
local_faiss_mcp — Local FAISS vector store as an MCP server – drop-in local RAG for Claude / Copilot / Agents. (data-sources)
In-Memoria — Persistent Intelligence Infrastructure for AI Agents (data-sources)
assistant-mcp — Pinecone Assistant MCP server (data-sources)
geoserver-mcp — A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API (data-sources)
ragie-mcp-server — Ragie Model Context Protocol Server (data-sources)
membase-mcp — A lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory. (data-sources)
hindsight — Hindsight: Agent Memory That Works Like Human Memory (data-sources)
memory-mcp — A simple MCP server that stores and retrieves memories from multiple LLMs. (data-sources)
mcp-server-ipinfo — IP Geolocation Server for MCP (data-sources)
trinvmcp — a MCP server for TRINV (data-sources)
weather-mcp-server — A simple minimal weather mcp server :) (data-sources)
mcp-ip2location-io — IP Geolocation MCP server using IP2Location.io API (data-sources)
ipfind-mcp-server — IP Find MCP Server (data-sources)
mcp-server-iplocate — MCP server for looking up IP address geolocation (IP to country, IP to city), network information, proxy and VPN detection, abuse contacts, and more - (data-sources)
open-streetmap-mcp — An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data. (data-sources)
nearby-search-mcp — An MCP server for nearby place searches with IP-based location detection. (data-sources)
vectara-mcp — Open source MCP server for Vectara (data-sources)
gis-mcp — A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI ass (data-sources)
qgis_mcp — Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop (data-sources)
stadiamaps-mcp-server-ts — A TypeScript MCP server for interacting with the Stadia Maps APIs (data-sources)
MCP-Geo — Geocoding MCP server with GeoPY! (data-sources)
GIS-MCP-Server — matbel91765/gis-mcp-server (data-sources)
tiktok-ads-mcp-server — TikTok Ads MCP Server – Model Context Protocol Server for TikTok Ads Marketing API Integration (data-sources)
apollo-io-mcp — let AGI print dollars for you (data-sources)
facebook-ads-mcp-server — gomarble-ai/facebook-ads-mcp-server (data-sources)
google-ads-mcp-server — This repo helps us to analyze googla ads performance data (data-sources)
amazon-ads-mcp-server — MCP Server to interact with Amazon Ads (data-sources)
osp_marketing_tools — A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques. (data-sources)
meta-ads-mcp — MCP server to manage Facebook and Instagram Ads (Meta Ads) (data-sources)
google-tag-manager-mcp-server — MCP server for Google Tag Manager (data-sources)
tomba-mcp-server — MCP Server for Tomba.io API integration (data-sources)
edgedelta-mcp-server — Edge Delta MCP Server (data-sources)
mcp-grafana — MCP server for Grafana (data-sources)
customgpt-mcp — Open source MCP server for CustomGPT.ai (data-sources)
last9-mcp-server — Last9 MCP Server (data-sources)
metoro-mcp-server — Metoro MCP Server (data-sources)
mcp-server-raygun — Give your AI coding assistants access to Raygun so they can investigate, explain, and help resolve errors for you. (data-sources)
sentry-mcp — An MCP server for interacting with Sentry via LLMs. (data-sources)
zabbix-mcp-server — 🔌 Complete MCP server for Zabbix integration - Connect AI assistants to Zabbix monitoring with 40+ tools for hosts, items, triggers, templates, probl (data-sources)
logfire-mcp — The Logfire MCP Server is here! :tada: (data-sources)
mcp-monitor — A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system informat (data-sources)
grafana-loki-mcp — Grafana Loki MCP Repository (data-sources)
mcp-victoriametrics — The implementation of Model Context Protocol (MCP) server for VictoriaMetrics (data-sources)
prometheus-mcp-server — A Prometheus Model Context Protocol Server. (data-sources)
zapcap-mcp-server — MCP Server for ZapCap.ai (data-sources)
exif-mcp — MCP server to extract image metadata (EXIF, XMP, etc) (data-sources)
sonos-ts-mcp — Sonos MCP server for Sonos using Typescript (data-sources)
imagesorcery-mcp — An MCP server providing tools for image processing operations (data-sources)
agentinterviews_mcp — MCP access to AgentInterviews.com (data-sources)
job-searchoor — A simple MCP server that delivers you jobs based on your needs (data-sources)
mcp-servers-kagi — A Model Context Protocol server implementation for Kagi's API (data-sources)
nexus — MCP Server to make searching openrouter easy (data-sources)
urlbox-mcp-server — An MCP server to allow claude and other LLM's to take screenshots using Urlbox. (data-sources)
mcp-simple-pubmed — MCP server for searching and querying PubMed medical papers/research database (data-sources)
activitypub-mcp — A comprehensive Model Context Protocol (MCP) server that enables LLMs like Claude to explore and interact with the existing Fediverse through standard (data-sources)
nyt — angheljf/nyt (data-sources)
mcp-server-rag-web-browser — A MCP Server for the RAG Web Browser Actor (data-sources)
gopher-mcp — A modern, cross-platform Model Context Protocol (MCP) server that enables AI assistants to browse and interact with both Gopher protocol and Gemini pr (data-sources)
mcp-page-capture — Capture web page screenshots and return MCP-compatible metadata for automated workflows. (data-sources)
openai-websearch-mcp — openai websearch tool as mcp server (data-sources)
mcp-server — MCP Server for DealX platform (data-sources)
mcp-server-dumplingai — MCP (Model Context Protocol) server for Dumpling AI (data-sources)
melrose-mcp — MCP server (STDIO) that uses melrose tool to play musical expressions (data-sources)
mcp-hn — MCP Server for Hackernews (data-sources)
search1api-mcp — fatwang2/search1api-mcp (data-sources)
youtube_mcp — youtube transcriber mcp server (data-sources)
multi-agents-research — a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any gen (data-sources)
unsplash-mcp-server — 🔎 A MCP server for Unsplash image search. (data-sources)
mcp-searxng — MCP Server for SearXNG (data-sources)
fetcher-mcp — MCP server for fetch web page content using Playwright headless browser. (data-sources)
g-search-mcp — A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously. (data-sources)
stocky — An MCP server for searching and downloading stock photography. (data-sources)
mcp-read-website-fast — Quickly reads webpages and converts to markdown for fast, token efficient web scraping (data-sources)
mcp-screenshot-website-fast — Quickly screenshots webpages and converts to an LLM friendly size (data-sources)
kagimcp — The Official Model Context Protocol (MCP) server for Kagi search & other tools. (data-sources)
json-mcp-filter — JSON MCP server to filter only relevant data for your LLM (data-sources)
bing-search-mcp — MCP Server for Bing Search API (data-sources)
content-core — Extract what matters from any media source (data-sources)
linkedapi-mcp — MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data. (data-sources)
brave-search-mcp-server — brave/brave-search-mcp-server (data-sources)
mcp-webresearch — MCP web research server (give Claude real-time info from the web) (data-sources)
mcp-local-rag — "primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨ (data-sources)
overseerr-mcp — Model Context Protocol (MCP) server for Overseerr - enables AI assistants to search, request, and manage media through your Overseerr instance (data-sources)
search-mcp — parallel-web/search-mcp (data-sources)
mcp-server-webcrawl — MCP server tailored to connecting web crawler data and archives (data-sources)
catalysishub-mcp-server — QuentinCody/catalysishub-mcp-server (data-sources)
opentk-mcp — A Model Context Protocol (MCP) server providing access to Dutch parliamentary data (Tweede Kamer) through OpenTK . This server enables AI assistants t (data-sources)
mcp-server-deep-research — reading-plus-ai/mcp-server-deep-research (data-sources)
mcp-wolframalpha — A Python-powered Model Context Protocol MCP server and client that uses Wolfram Alpha via API. (data-sources)
scrapeless-mcp-server — Scrapeless Mcp Server (data-sources)
serpapi-mcp — SerpApi MCP Server for Google and other search engine results (data-sources)
MCP-searxng — MCP server for connecting agentic systems to search systems via searXNG (data-sources)
GhidraMCP — Socket based MCP Server for Ghidra (data-sources)
driflyte-mcp-server — The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web (data-sources)
arxiv-latex-mcp — MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific pap (data-sources)
GeekNews-MCP-Server — 📰 GeekNews MCP Server (data-sources)
enrichr-mcp-server — tianqitang1/enrichr-mcp-server (data-sources)
agentql-mcp — Model Context Protocol server that integrates AgentQL's data extraction capabilities. (data-sources)
vectorize-mcp-server — Official Vectorize MCP Server (data-sources)
ncbi-mcp-server — vitorpavinato/ncbi-mcp-server (data-sources)
webscraping-ai-mcp-server — A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities. (data-sources)
duckduckgo-mcp-server — zhsama/duckduckgo-mcp-server (data-sources)
mcp_pearch — The most accurate people search API/MCP. Natural language in, high-quality candidates out. Built for ATSs and AI Agents. (data-sources)
mcp-domain-availability — A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk (data-sources)
mcp-claude-hackernews — An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP). (data-sources)
mcp-rss-aggregator — Model Context Protocol Server for aggregating RSS feeds in Claude Desktop (data-sources)
boikot — boikot (data-sources)
MCP-Dandan — MCP Security Solution for Agentic AI — real-time proxying, behavior analysis, and malicious tool detection (data-sources)
roadrecon_mcp_server — Claude MCP server to perform analysis on ROADrecon data (data-sources)
mcp-dnstwist — MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage. (data-sources)
mcp-maigret — MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. (data-sources)
mcp-shodan — MCP server for querying the Shodan API (data-sources)
mcp-virustotal — A Model Context Protocol (MCP) server for querying the VirusTotal API. (data-sources)
authenticator_mcp — A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App. (data-sources)
binary_ninja_mcp — A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client. (data-sources)
MCP_Security — This is a repository to experiment with MCP for security (data-sources)
volatility-mcp — This repo hosts an MCP server for volatility3.x (data-sources)
mcp-server-cortex — MCP Server for Cortex (data-sources)
mcp-server-thehive — MCP Server for TheHive (data-sources)
mcp-server-wazuh — MCP Server for Wazuh SIEM (data-sources)
entraid-mcp-server — MCP server for interacting with EntraID through Microsoft Graph API. (data-sources)
intruder-mcp — An MCP server to let AI agents control Intruder (data-sources)
GhidrAssistMCP — An MCP extension for Ghidra (data-sources)
GhidraMCP — MCP Server for Ghidra (data-sources)
ida-headless-mcp — Headless IDA Pro binary analysis via Model Context Protocol (data-sources)
mcp-recon — Tellix is a conversational recon interface powered by httpx and LLMs. Just ask. (data-sources)
mcp-panther — Write detections, investigate alerts, and query logs from your favorite AI agents (data-sources)
mcp-server — Rad Security MCP Server (data-sources)
radare2-mcp — MCP stdio server for radare2 (data-sources)
cve-search_mcp — A Model Context Protocol (MCP) server for querying the CVE-Search API (data-sources)
ciphertrust-manager-mcp-server — MCP Server for Thales CipherTrust Manager (data-sources)
thales-cdsp-cakm-mcp-server — MCP Server to manage encryption for Ms SQL and Oracle databases using Thales CAKM connector (data-sources)
thales-cdsp-crdp-mcp-server — MCP server for Thales CipherTrust RESTful Data Protection (CRDP) (data-sources)
cyberchef-api-mcp-server — CyberChef API MCP Server ✨🧑‍🍳 (data-sources)
osv-mcp — An MCP server for OSV (data-sources)
OPNSenseMCP — MCP Server for OPNSense to act as IaC proxy (data-sources)
solvitor-mcp — adeptus-innovatio/solvitor-mcp (data-sources)
apktool-mcp-server — A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites) (data-sources)
vuln-nist-mcp-server — MCP Server for Vulnerabilities API from NVD NIST (data-sources)
bluesky-social-mcp — A Bluesky MCP (data-sources)
facebook-mcp-server — Facebook MCP server for automating posts, comment moderation, insights, and sentiment filtering. (data-sources)
reddit-mcp-buddy — Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data. (data-sources)
reddit-research-mcp — Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-s (data-sources)
mcp-twitter — Manage your twitter account using mcp (data-sources)
macrocosmos-mcp — The MCP for macrocosmos subnets. (data-sources)
reddit-summarizer-mcp — sinanefeozler/reddit-summarizer-mcp (data-sources)
strava-mcp — A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs (data-sources)
sports-mcp-server — Cloudbet Sports Data MCP Server (data-sources)
nba_mcp_server — NBA MCP server to get nba stats and data (data-sources)
yandex-tracker-mcp — Yandex Tracker MCP Server with OAuth2 support (data-sources)
freshdesk_mcp — MCP server created for Freshdesk, allowing AI models to interact with Freshdesk modules (data-sources)
daisys-mcp — The Daisys mcp server (data-sources)
kokoro-tts-mcp — Kokoro Text to Speech (TTS) MCP Server (data-sources)
mcp-transcribe — Add transcription tools to your AI-powered assistants. (data-sources)
mcp-server — campertunity/mcp-server (data-sources)
mcp-server-nationalparks — KyrieTangSheng/mcp-server-nationalparks (data-sources)
mcp-server-airbnb — Search Airbnb using your AI Agent (data-sources)
aviationstack-mcp — An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft typ (data-sources)
tripgo-mcp-server — MCP server for TripGo's multi-modal routing (data-sources)
triplyfy-mcp — helpful-AIs/triplyfy-mcp (data-sources)
kanboard-mcp — A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It (data-sources)
TexMCP — A small FastMCP-based Microservice that renders LaTeX to PDF. The server exposes MCP tools to render raw LaTeX or templates and produces artifacts (data-sources)
Google-Workspace-MCP-Server — giuseppe-coco/Google-Workspace-MCP-Server (data-sources)
toggl-mcp — let AGI know how you spend your time through the best Toggl MCP (data-sources)
mcp-gsuite — MCP Server to interact with Google Gsuite prodcuts (data-sources)
mcp — Teamwork.com MCP server (data-sources)
context-apps-mcp — tubasasakunn/context-apps-mcp (data-sources)
mcp_plantuml — Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer (data-sources)
bitcoin-mcp — Bitcoin & Lightning Network MCP Server. (data-sources)
mcp-server-home-assistant — A Model Context Protocol Server for Home Assistant (data-sources)
mcp-server-amazon-bedrock — Model Context Procotol(MCP) server for using Amazon Bedrock Nova Canvas to generate images (data-sources)
mcp-installer — An MCP server that installs other MCP servers for you (data-sources)
mcp-youtube — A Model-Context Protocol Server for YouTube (data-sources)
mcp-simple-openai-assistant — MCP server that gives Claude ability to use OpenAI's GPTs assistants (data-sources)
mcp-simple-timeserver — Simple solution to give Claude ability to check current time via MCP (data-sources)
apify-mcp-server — The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thou (data-sources)
piapi-mcp-server — A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI's API. PiAPI makes user able to generate media content (data-sources)
azure-mcp — The Azure MCP Server, bringing the power of Azure to your agents. (data-sources)
notion-mcp — A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list. (data-sources)
anki-mcp-server — A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application. (data-sources)
my-bear-mcp-server — bart6114/my-bear-mcp-server (data-sources)
mcp-chatgpt-responses — MCP server for access to OpenAI's ChatGPT API with Responses API for conversation management (data-sources)
mcp-graphql — Model Context Protocol server for GraphQL (data-sources)
boldsign-mcp — Model Context Protocol (MCP) server for BoldSign API (data-sources)
ones-wiki-mcp-server — ones-wiki-mcp-server (data-sources)
mcp-obsidian — A connector for Claude Desktop to read and search an Obsidian vault. (data-sources)
mcp-cli — chrishayuk/mcp-cli (data-sources)
pdf-tools-mcp — danielkennedy1/pdf-tools-mcp (data-sources)
domain-lookup-mcp — Domain Lookup MCP (data-sources)
ticktick-mcp — TickTick MCP for managing your To-Do using AI (data-sources)
mcp-log-proxy — a web logging proxy for MCP client-server communication (data-sources)
mcp-server-esignatures — MCP server for eSignatures (https://esignatures.com) (data-sources)
mcp-hfspace — MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode. (data-sources)
mcp-miro — evalstate/mcp-miro (data-sources)
keep-mcp — MCP server for Google Keep (data-sources)
gqai — Turn any GraphQL endpoint into a set of MCP tools (data-sources)
mcp-server-calculator — A Model Context Protocol server for calculating. (data-sources)
growi-mcp-server — A Model Context Protocol (MCP) server that connects AI models to GROWI wiki content. Enables LLMs to search and retrieve information from your organiz (data-sources)
Yuque-MCP-Server — Yuque mcp server (data-sources)
raindrop-io-mcp-server — An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). (data-sources)
attio-mcp-server — hmk/attio-mcp-server (data-sources)
capsulecrm-mcp — MonadsAG/capsulecrm-mcp (data-sources)
make-mcp-server — Make MCP Server (data-sources)
mcp-vegalite-server — isaacwasserman/mcp-vegalite-server (data-sources)
mcp-server-odoo — A Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools f (data-sources)
contentful-mcp — MCP (Model Context Protocol) server for the Contentful Management API (data-sources)
mcp-miro — Miro integration for Model Context Protocol (data-sources)
plane-mcp-server — kelvin6365/plane-mcp-server (data-sources)
mcp-server-rabbitmq — MCP server for interacting with RabbitMQ (data-sources)
mcp-remote-call-ping-pong — 🏓 An experimental and educational script for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls (data-sources)
mcp-kibela-server — MCP server implementation for Kibela API integration (data-sources)
mcp-kibela — MCP server implementation that enables AI assistants to search and reference Kibela content (data-sources)
mcp-hko — Fetch data from Hong Kong Observatory with MCP (data-sources)
mcp-server-giphy — An implementation of Giphy integration with Model Context Protocol (data-sources)
spotify-mcp-server — Lightweight MCP server for Spotify (data-sources)
mcp-obsidian — MCP server that interacts with Obsidian via the Obsidian rest API community plugin (data-sources)
metorial — Connect any AI model to 600+ integrations; powered by MCP 📡 🚀 (data-sources)
godoc-mcp — go doc mcp server (data-sources)
omniparser-autogui-mcp — Automatic operation of on-screen GUI. (data-sources)
offorte-mcp-server — MCP server for the Offorte API - Create & send proposals using AI (data-sources)
mcp-human — Human Assistance for AI Assistants (data-sources)
coda-mcp — MCP Server for Coda (data-sources)
function-lookup-mcp — MCP server for AI agents to lookup function signatures from any API. Uses SQLite and universal ctags to index source files across multiple language (data-sources)
mcp-server-openai — Query OpenAI models directly from Claude using MCP protocol. (data-sources)
hn-server — Hacker news MCP server (data-sources)
shopify-storefront-mcp-server — QuentinCody/shopify-storefront-mcp-server (data-sources)
ethics-check-mcp — r-huijts/ethics-check-mcp (data-sources)
rae-mcp — MPC Server to connect your preferred model with rae-api.com (data-sources)
think-mcp — MCP Server for reasoning (data-sources)
ancestry-mcp — Ancestry MCP server made with Python that allows interactability with .ged (GEDCOM) files (data-sources)
rember-mcp — A Model Context Protocol (MCP) server for Rember. (data-sources)
tiktok-mcp — Model Context Protocol (MCP) with TikTok integration (data-sources)
mcp-server-perplexity — tanigami/mcp-server-perplexity (data-sources)
homeassistant-mcp — A MCP server for Home Assistant (data-sources)
thingsboard-mcp — thingsboard/thingsboard-mcp (data-sources)
plugwise-mcp — Plugwise MCP (data-sources)
oura-mcp-server — MCP server for Oura API integration (data-sources)
interactive-mcp — Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent (data-sources)
web3-mcp — tumf/web3-mcp (data-sources)
anki-mcp — the best anki mcp (data-sources)
mcp-graphql-forge — A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your (data-sources)
wanaku — Wanaku MCP Router (data-sources)
mcp-cli — A CLI inspector for the Model Context Protocol (data-sources)
ws-mcp — ws-mcp (data-sources)
kibitz — The coding agent for professionals (data-sources)
mcp-datetime — A MCP server for datetime formatting and file name generation. (data-sources)
mcp-manager — simple web ui to manage mcp (model context protocol) servers in the claude app (data-sources)
mcp-claude-spotify — An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP). (data-sources)
mcp-server-nano-banana — MCP server for Nanana AI image generation powered by Google Gemini's nano banana (data-sources)
turbomcp — A full featured, enterprise grade rust MCP SDK (data-sources)
Upsonic — Agent Framework For Fintech and Banks (data-sources)
mcp-router — A Unified MCP Server Management App (MCP Manager). (data-sources)
mcp-use — mcp-use is the easiest way to interact with mcp servers with custom agents (data-sources)
microsandbox — opensource self-hosted sandboxes for ai agent (data-sources)
mcp-dbutils — 数读是一件可以让你的大模型安全连接到数据库的MCP工具。| DButils is an all-in-one MCP service that enables your AI to do data analysis by harnessing versatile types of database (data-sources)
sslmon-mcp — MCP for Domain & SSL cert expire date check (data-sources)
signoz-mcp-server — Connect your Signoz Instance with Cursor, Claude Desktop or any other MCP Compatible Client (data-sources)
RivalSearchMCP — Advanced MCP server for comprehensive web research, content discovery, and trends analysis. Features multi-engine search, intelligent content extracti (data-sources)
mcp-fathom-analytics — MCP server for Fathom Analytics (data-sources)
apple-books-mcp — Apple Books MCP Server (data-sources)
ebook-mcp — A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM. (data-sources)
slite-mcp — Model Context Protocol server for Slite integration - search and retrieve notes from your Slite workspace (data-sources)
win-cli-mcp-server — Model Context Protocol server for secure command-line interactions on Windows systems (data-sources)
CMD-MCP-Server — MCP server for executing CMD commands. Can be hooked to claude for additional agentics. (data-sources)
spotify-mcp — MCP to connect your LLM with Spotify. (data-sources)
congressMCP — An MCP server allowing AI agents and MCP clients to interface with the Congress.gov API (data-sources)
mcp-server-llamacloud — A MCP server connecting to managed indexes on LlamaCloud (data-sources)
keycloak-model-context-protocol — MCP server implementation for Keycloak user management. Enables AI-powered administration of Keycloak users and realms through the Model Context Proto (data-sources)
mcp-server-naa — MCP Server for Netwrix Access Analyzer (data-sources)
Coreflux-MQTT-MCP-Server — Coreflux MQTT MCP Server (data-sources)
bagel — Chat with your robotics, drone, and IoT data — ChatGPT for the physical world. (data-sources)
mcp-get — mcp-get (data-sources)
Remote-MCP — A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context. (data-sources)
yamcp — Organize your MCP servers in local workspaces, share them as Yet-Another-MCP through a single command (data-sources)
@mcp-monorepo/weather — Weather MCP tools (geocoding, weather-by-coords) for ModelContextProtocol. (data-sources)
cclsp — MCP server for accessing LSP functionality (data-sources)
@egain/egain-mcp-server — Model Context Protocol (MCP) Server for the *egain-mcp-server*. (data-sources)
@esaio/esa-mcp-server — Official MCP server for esa.io - STDIO transport version (data-sources)
@regle/mcp-server — MCP Server for Regle (data-sources)
@unboundai/gtm-mcp-server — MCP server for Google Tag Manager (data-sources)
Awesome-MCP-Servers — A curated list of Model Context Protocol (MCP) servers (data-sources)
mcp-server-gemini-bridge — MCP Server - Bridge to Google Gemini API. Part of HumoticaOS/SymbAIon ecosystem. (data-sources)
mcp-server-ollama-bridge — MCP Server - Bridge to local Ollama LLM. Part of HumoticaOS/SymbAIon ecosystem. (data-sources)
mcp-server-openai-bridge — MCP Server - Bridge to OpenAI API. Part of HumoticaOS/SymbAIon ecosystem. (data-sources)
mcp-server-apple-events — fradser/mcp-server-apple-reminders (data-sources)
owlex — agentic-mcp-tools/owlex (data-sources)
stacksfinder-mcp — MCP server for StacksFinder - deterministic tech stack recommendations for LLM clients (data-sources)
skill-ninja-mcp-server — MCP Server for Agent Skill Ninja - Search, Install, and Manage Agent Skills (data-sources)
stooq-mcp — 🦀 Rust MCP server for stock prices from stooq.com | 株価取得MCPサーバー (data-sources)
mendeley-mcp — MCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP clients (data-sources)
memora — agentic-mcp-tools/memora (data-sources)
Crawleo-MCP — Crawleo MCP Server - Real-Time Web Knowledge for AI Crawleo's Model Context Protocol (MCP) server enables AI assistants like Claude to access real-tim (data-sources)
rescuedogs-mcp-server — ssatama/rescuedogs-mcp-server (data-sources)
mcp-cybersec-watchdog — 🐕 Cybersecurity monitoring and analysis for Linux servers via MCP (data-sources)
scrapebadger-mcp — MCP server for ScrapeBadger - Twitter/X scraping API for AI agents (Claude, ChatGPT, Cursor) (data-sources)
@omni-tars/mcp-agent — @multimodal/seed-mcp-agent (data-sources)
parseflow-mcp-server — AI-powered document parsing with 23 tools: PDF (watermark, merge, split), Word, Excel, PowerPoint, OCR, semantic search, and batch processing (data-sources)
@openbnb/mcp-server-airbnb — MCP server for Airbnb search and listing details (data-sources)
mcp-server-sqlite-npx — [![smithery badge](https://smithery.ai/badge/mcp-server-sqlite-npx)](https://smithery.ai/server/mcp-server-sqlite-npx) [![MseeP.ai Security Assessment (data-sources)
@traceloop/instrumentation-mcp — MCP (Model Context Protocol) Instrumentation (data-sources)
@xyd-js/mcp-server — MCP server for xyd (data-sources)
@upstash/mcp-server — MCP server for Upstash (data-sources)
hostinger-api-mcp — MCP server for Hostinger API (data-sources)
newsnow-mcp-server — NewsNow MCP Server (data-sources)
@speclife/mcp-server — MCP server for SpecLife - AI assistant interface (data-sources)
maya-mcp-server — Maya integration through the Model Context Protocol - Node.js wrapper for Python MCP server (data-sources)
accessflow-mcp-server — AccessFlow MCP Server for accessibility issue remediation (data-sources)
deepl-mcp-server — MCP server for DeepL translation API (data-sources)
drawio-mcp-server — Draw.io Model Context Protocol (MCP) Server (data-sources)
obsidian-mcp-tools — Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client. (data-sources)
zotero-mcp — Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, (data-sources)
agenthotspot-mcp — 🔍 MCP server to search 6,000+ AI agent MCP connectors from AgentHotspot.com Marketplace (data-sources)
hashnet-mcp-js — Universal MCP Server for finding + connecting to agents anywhere on the planet. https://hol.org/mcp (data-sources)
1mcpserver — particlefuture/MCPDiscovery (data-sources)
mcp-server — A generic, modular server for implementing the Model Context Protocol (MCP). (data-sources)
jupytercad-mcp — An MCP server for JupyterCAD that allows you to control it using LLMs/natural language. (data-sources)
JupyterCAD — A JupyterLab extension for collaborative 3D geometry modeling (data-sources)
onekgpd-mcp — 1000 Genomes Project Dataset MCP Server (data-sources)
@modelcontextprotocol/server-everything — MCP server that exercises all the features of the MCP protocol (data-sources)
oci-pricing-mcp — OCI Pricing MCP Server - Model Context Protocol server for Oracle Cloud Infrastructure pricing information (data-sources)
lumino-mcp-server — AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs (data-sources)
CloudBase-MCP — CloudBase MCP - Connect CloudBase to your AI Agent. Go from AI prompt to live app. (data-sources)
any-cli-mcp-server — Convert any (whatever) CLI to proper MCP server with tools mapped based on CLI help (data-sources)
persistproc — MCP server to allow LLMs to manage and inspect long-running processes (data-sources)
mcp_creator_growth — SunflowersLwtech/mcp_creator_growth (data-sources)
mattermost-mcp — Mattermost MCP server to enable Claude to interact with Mattermost Workspaces (data-sources)
mcp-datalink — MCP server for secure database access (PostgreSQL, MySQL, SQLite) (data-sources)
ibge-br-mcp — MCP Server for IBGE APIs - Brazilian geographic, demographic and statistical data (data-sources)
keyneg-mcp — Keyneg connector (data-sources)
oyemi-mcp — MCP support for Oyemi Library (data-sources)
figma-use — Control Figma from the command line. Full read/write access for AI agents — create shapes, text, components, set styles, export images. 100+ commands. (data-sources)
swift-patterns-mcp — An MCP server providing curated Swift and SwiftUI best practices from leading iOS sources. (data-sources)
cupertino — A local Apple Documentation crawler and MCP server. Written in Swift. (data-sources)
hvac-quotes-mcp — HVAC equipment RFQ management for contractors - MCP server for Claude Desktop (data-sources)
mcp-adr-analysis-server — A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing deep architectural insights to A (data-sources)
stella-mcp — MCP server for Stella (data-sources)
serial-mcp-server — A comprehensive MCP server for serial port communication (data-sources)
wildfire-mcp-server — aliafsahnoudeh/wildfire-mcp-server (data-sources)
fs-context-mcp-server — Read-only MCP server for secure filesystem exploration, searching, and analysis. (data-sources)
md-to-pdf-mcp — Convert Markdown to professional PDFs with customizable themes - MCP server for Claude Desktop (data-sources)
vibetrader-mcp — Official VibeTrader MCP server enabling AI agents to manage trading bots, portfolios, strategies, and market analysis via natural language. (data-sources)
mcp-server — An MCP server for interacting with the FinancialData.Net API (data-sources)
mcp-server — MCP Server for Lightning Faucet - Give your AI agent a Bitcoin wallet (data-sources)
LNbits-MCP-Server — An MCP server for LNbits (data-sources)
subscription-tracker-mcp — nckhemanth0/subscription-tracker-mcp (data-sources)
primordia — AI Agent Economic Settlement Infrastructure - Machine-to-Machine Clearing (data-sources)
lennys-quotes — bluzername/lennys-quotes (data-sources)
legends-mcp — Chat with legendary founders & investors via MCP. No API key required! (data-sources)
simplemem — A very simple semantic MCP memory store (data-sources)
memory-mcp — Engram-inspired memory MCP server with hot cache and pattern mining (data-sources)
counsel-mcp — MCP server for counsel (data-sources)
mediawiki-mcp-server — MCP server for MediaWiki wikis - search, read, and edit wiki content from AI assistants (data-sources)
memory-mcp-1file — pomazanbohdan/memory-mcp-1file (data-sources)
obsidian-mcp-server — MCP server for Obsidian vault management - enables Claude and other AI assistants to read, write, search, and organize your notes (data-sources)
tilde — topskychen/tilde (data-sources)
dynatrace-mcp — MCP server for Dynatrace Observability (data-sources)
datadog-mcp-server — MCP server providing AI assistants with full Datadog observability access. (data-sources)
sentry-mcp-rs — Fast and minimal Sentry MCP server written in Rust (data-sources)
Pixelle-MCP — An Open-Source Multimodal AIGC Solution based on ComfyUI + MCP + LLM https://pixelle.ai (data-sources)
vap-showcase — Media Execution Control Layer for AI Agents. Reserve-execute-burn/refund pattern. FFmpeg post-processing (format conversion, audio normalization) Supp (data-sources)
kagi-ken-mcp — Unofficial MCP server for working with Kagi *without* API access (you'll need to be a customer). Searches and summarizes. Uses Kagi session token for (data-sources)
domain-search-mcp — Zero-config domain availability MCP for Claude & ChatGPT. AI suggestions, premium/auction detection via GoDaddy, RDAP/WHOIS fallback. Stdio + HTTP. (data-sources)
agent-domain-service-mcp — gregm711/agent-domain-service-mcp (data-sources)
cyntrisec-cli — Proof-carrying cost cuts and AWS attack-path analysis (local, read-only CLI). (data-sources)
secretctl — The simplest AI-ready secrets manager. Local-first, single-binary CLI & Desktop app with MCP integration. Never expose secrets to AI agents. (data-sources)
mcp-inspector — gridinsoft/mcp-inspector (data-sources)
studio-mcp — snyk/studio-mcp (data-sources)
trainingpeaks-mcp — TrainingPeaks MCP server for Claude Desktop. No API approval needed - works with any account. Query workouts, CTL/ATL/TSB fitness data, power PRs via (data-sources)
arvo-mcp — MCP Server for Arvo AI Personal Trainer - Connect Claude Desktop to your training data (data-sources)
xert-mcp — Model Context Protocol (MCP) server for XERT API - access fitness signature, training load, workouts and activities (data-sources)
bugherd-mcp — MCP server for BugHerd integration - manage bugs and feedback from Claude (data-sources)
xcomet-mcp-server — Translation quality evaluation MCP Server powered by xCOMET (eXplainable COMET). (data-sources)
mcp-server-bitbucket — MCP server for Bitbucket API operations (data-sources)
UpTier — MCP-powered task manager that lets Claude AI prioritize your work. Desktop app with Microsoft To Do-style UI, intelligent prioritization strategies (E (data-sources)
amazon-seller-mcp — Amazon Seller Central operations via SP-API - MCP server for Claude Desktop (data-sources)
mcp-server — FastAlertNow/mcp-server (data-sources)
ticktick-sdk — A comprehensive async Python library for TickTick with MCP support. (data-sources)
apple-notes-mcp — MCP server for Apple Notes. Semantic search, full CRUD, works with MCP clients. (data-sources)
latex-mcp-server — latex-mcp-server (data-sources)
productplan-mcp-server — MCP server for ProductPlan - enables AI assistants to interact with roadmaps, OKRs, and discovery features (data-sources)
netbox-mcp — NetBox MCP Server (data-sources)
thinqconnect-mcp — ThinQ Connect MCP Server (data-sources)
wishfinity-mcp-plusw — wishfinity/wishfinity-mcp-plusw (data-sources)
praisonai-mcp — MCP server that exposes PraisonAI tools for Claude Desktop, Cursor, and other MCP clients (data-sources)
archestra — ClawdBot/MoldBot/OpenClaw for Enterprise. Agentic Security, MCP, A2A, LLM; MCP registry & orchestrator (data-sources)
clawdentials — Trust layer for the agent economy - escrow, reputation, and analytics for AI agent commerce (data-sources)
Agent47 — Unified job search for AI agents. MCP server integrating x402, RentAHuman, Virtuals, and more into a single interface for finding work and comparing p (data-sources)
prolink — edgarriba/prolink (data-sources)
forage — Self-improving tool discovery for AI agents. Agents find, install, and learn to use new MCP tools automatically. (data-sources)
ragmap — RAG MCP Registry Finder (RAGMap): subregistry API + MCP server + Firestore ingestion (data-sources)
myinstants-mcp — MCP server that lets your ai agent press sound buttons. it's not that deep. (data-sources)
mcp-immostage — MCP Server for AI Virtual Staging — stage rooms, beautify floor plans, classify images, optimize property listings. Built by immostage.ai (data-sources)
Retio-pagemap — Retio-ai/pagemap (data-sources)
spaceship-mcp — MCP server for the Spaceship API — manage domains, DNS, contacts & marketplace listings via AI (data-sources)
llm-council — LLM Council works together to answer your hardest questions (data-sources)
hop — Fast, elegant SSH connection manager with a TUI dashboard and MCP server (data-sources)
email-mcp — Email MCP server with full IMAP + SMTP support — read, search, send, manage, and organize email from any AI assistant via the Model Context Protocol (data-sources)
quackback — The open source alternative to Canny, UserVoice, Productboard (data-sources)
SqlAugur — MCP server providing AI assistants with safe, read-only access to SQL Server databases. AST-based query validation, rate limiting, and DBA diagno (data-sources)
cli — The CLI for PlanetScale Database (data-sources)
agrobr-mcp — MCP server for Brazilian agricultural data — connect LLMs to 10 public data sources via agrobr (data-sources)
context-rot-detection — Context Rot Detection & Healing MCP Service — gives AI agents self-awareness about their cognitive state (data-sources)
mcp-ai-server-visual-studio — MCP AI Server - Roslyn-powered MCP server for Visual Studio. 20 tools for AI assistants. (data-sources)
spring-boot-starter-swagger-mcp — Neo1228/spring-boot-starter-swagger-mcp (data-sources)
pylon-mcp — MCP server for Pylon AI — 10 pay-per-request APIs as AI agent tools. Powered by x402 on Base. (data-sources)
janee — Secrets management for AI agents via MCP • @janeesecure (data-sources)
selvage — selvage-lab/selvage (data-sources)
shipi-mcp-server — aarsiv-groups/shipi-mcp-server (data-sources)
math-mcp-learning-server — Educational MCP server with math operations, matrix algebra, data visualization, and persistent workspace using FastMCP 3.0 (data-sources)
baozi-mcp — MCP server for Baozi prediction markets on Solana - 68 tools for AI agents (data-sources)
debtstack-python — Corporate credit data for AI agents — Python SDK, LangChain tools, and MCP server (data-sources)
lotus-wisdom-mcp — MCP server for structured problem-solving using the Lotus Sutra's wisdom framework. Beautiful visualizations, multiple thinking approaches, compatible (data-sources)
gnosis-mcp — Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional) (data-sources)
omega-memory — Persistent memory for AI coding agents (data-sources)
memviz — A local vector memory explorer with a modern UI. Browse, search, visualize and manage SQLite-vec databases from MCP Memory Service. (data-sources)
farnsworth-syntek — Farnsworth SYNTEK — 7-layer recursive agent memory with context branching, holographic recall, and on-chain persistence. (data-sources)
gibs-mcp — Gibs MCP Server — EU regulatory compliance for AI agents (AI Act, GDPR, DORA) (data-sources)
blogburst-mcp-server — Official MCP server for BlogBurst — AI content generation, repurposing, and multi-platform publishing (data-sources)
agent-breadcrumbs — Cross-platform agent logging and observability (data-sources)
torrentclaw-mcp — The official MCP by TorrentClaw.com (data-sources)
topaz-mcp — Topaz Labs MCP Server — AI image enhancement via Model Context Protocol (data-sources)
aeo-cli — hanselhansel/aeo-cli (data-sources)
decompose — The missing cognitive primitive for AI agents. Decompose any text into classified semantic units — authority, risk, attention, entities. No LLM. Deter (data-sources)
mineru-mcp — linxule/mineru-mcp (data-sources)
tat-mcp-server — MCP server for The Agent Times — query news, stats, and social tools from the agent economy newspaper (data-sources)
webpeel — Web fetcher for AI agents. Smart escalation from HTTP to headless browser. MCP server included. (data-sources)
mcp — agntor/mcp (data-sources)
mcp-firewall — Deterministic security proxy for MCP tool calls — iptables for MCP (data-sources)
csl-core — The Neuro-Symbolic safety layer for autonomous agents. Currently features formal verification via Z3, with a roadmap towards a Dual-Engine (Z3 + TLA+) (data-sources)
musclesworked-mcp — MCP server for exercise-to-muscle mapping. 856 exercises, 65 muscles, 14 muscle groups with primary/secondary/stabilizer activation data. (data-sources)
mcp-altegio — MCP server for Altegio API — appointments, clients, services, staff schedules (data-sources)
FoodBlock — A content-addressable protocol for universal food data (data-sources)
cloud-cost-mcp — Model Context Protocol server for Cloud Infrastructure pricing information (data-sources)
@modelcontextprotocol/server-fetch — Official MCP server for fetch (data-sources)
@modelcontextprotocol/server-filesystem — MCP server for filesystem access (data-sources)
@modelcontextprotocol/server-memory — MCP server for enabling memory for Claude through a knowledge graph (data-sources)
@modelcontextprotocol/server-sequential-thinking — MCP server for sequential thinking and problem solving (data-sources)
@modelcontextprotocol/server-time — Official MCP server for time (data-sources)
PostgreSQL MCP — Execute SQL queries and interact with PostgreSQL databases through natural language. (data-sources)
awesome-mcp-servers — A collection of MCP servers. (data-sources)
firecrawl-mcp-server — 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients. (data-sources)
awesome-mcp-servers — Awesome MCP Servers - A curated list of Model Context Protocol servers (data-sources)
notion-mcp-server — Official Notion MCP Server (data-sources)
exa-mcp-server — Exa MCP for web search and web crawling! (data-sources)
mcp-server-chart — 🤖 A visualization mcp contains 25+ visual charts using @antvis. Using for chart generation and data analysis. (data-sources)
awesome-mcp-servers — A curated list of Model Context Protocol (MCP) servers (data-sources)
mcp-server-browserbase — Allow LLMs to control a browser with Browserbase and Stagehand (data-sources)
arxiv-mcp-server — A Model Context Protocol server for searching and analyzing arXiv papers (data-sources)
mcp-language-server — mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics. (data-sources)
damn-vulnerable-MCP-server — Damn Vulnerable MCP Server (data-sources)
mcp-server-qdrant — An official Qdrant Model Context Protocol (MCP) server implementation (data-sources)
Office-Word-MCP-Server — A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. This server enables AI assistants to work with (data-sources)
mysql_mcp_server — A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases (data-sources)
awesome-devops-mcp-servers — A curated list of awesome MCP servers focused on DevOps tools and capabilities. (data-sources)
openapi-mcp-server — Allow AI to wade through complex OpenAPIs using Simple Language (data-sources)
Gmail-MCP-Server — A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to m (data-sources)
mcp-notion-server — MCP server: mcp-notion-server (data-sources)
browser-use-mcp-server — Browse the web, directly from Cursor etc. (data-sources)
mcp-server-elasticsearch — MCP server: mcp-server-elasticsearch (data-sources)
@lil2good/nubis-mcp-server — MCP server for Nubis task management (productivity)
@zudello/modelcontextprotocol — MCP server exposing 106 Zudello ERP automation tools for Claude Desktop and other MCP-compatible clients (productivity)
@promptprojectmanager/mcp-server — MCP server that exposes Prompt Project Manager workspace prompts as slash commands (productivity)
@suppleaardvark/jira-mcp-server — MCP server for JIRA integration (productivity)
mcp — Infobip Remote MCP Servers Documentation (productivity)
mcp-console-automation — MCP server for AI-driven console application automation and monitoring (productivity)
nostr-mcp — A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more. (productivity)
gtasks-mcp — A Google Tasks Model Context Protocol Server for Claude (productivity)
airtable-mcp-server — 🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases (productivity)
mcp-gsheets — MCP server for Google Sheets - Read, write and manipulate spreadsheets through Claude Desktop (productivity)
airtable-mcp — Airtable integration for AI-powered applications via Anthropic's Model Context Protocol (MCP) (productivity)
mcp-google-sheets — This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets. (productivity)
claude-faf-mcp — MCP repo (claude-faf-mcp): Anthropic-approved Persistent Project Context MCP Server (productivity)
claude-task-master — An AI-powered task-management system you can drop into Cursor, Lovable, Windsurf, Roo, and others. (productivity)
gradle-mcp-server — A Model Context Protocol (MCP) server to enable AI tools to interact with Gradle projects programmatically. (productivity)
user-feedback-mcp — Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. (productivity)
mcp — 🚀 Project Meta Management MCP - Manage standard variable names and constants per project and integrate with LLM through Model Context Protocol (productivity)
mcp-pandoc — MCP server for document format conversion using pandoc. (productivity)
jupyter-notebook-mcp — A Model Context Protocol (MCP) for Jupyter Notebook (productivity)
MCPR — MCPR enables AI agents to participate in interactive R sessions for professional analysis workflows. (productivity)
mcp-gdrive — Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets (productivity)
zettelkasten-mcp — A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and syn (productivity)
notebooklm-mcp-secure — Secure NotebookLM MCP Server - Query Google NotebookLM from Claude/AI agents with 14 security hardening layers (productivity)
NyxDocs — Cryptocurrency Documentation MCP Server - AI-powered documentation collection and management system for blockchain projects (productivity)
task-mcp — parallel-web/task-mcp (productivity)
web-analyzer-mcp — This project is a web analysis summary MCP server project. (productivity)
mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) (productivity)
mcp-national-rail — A Model Context Protocol (MCP) server to retrieve train schedules from National Rail (productivity)
google-calendar-mcp — Google Calendar MCP server for Claude Desktop integration (productivity)
bear-mcp-server — MCP Server integration for Bear note app (productivity)
mcp-server-taskwarrior — MCP Server for TaskWarrior! (productivity)
notion_mcp — A simple MCP integration that allows Claude to read and manage a personal Notion todo list (productivity)
mcp-difyworkflow-server — mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operat (productivity)
free-will-mcp — This was a fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later tim (productivity)
JotDown — An MCP Server in Rust for creating Notion pages & mdBooks with LLMs 🦀 (productivity)
ticktick-mcp — Enhance your TickTick workflow with MCP server. Better filtering interface (productivity)
mcp-server-asana — roychri/mcp-server-asana (productivity)
apple-notes-mcp — Read your Apple Notes with Claude Model Context Protocol (productivity)
mcp-confluence-server — tqiqbal/mcp-confluence-server (productivity)
hackmd-mcp — A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants. (productivity)
linear-mcp-server — A server that integrates Linear's project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear. (productivity)
todoist-mcp-server — MCP server for Todoist integration enabling natural language task management with Claude (productivity)
MCPControl — MCP server for Windows OS automation (productivity)
opik — Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and producti (productivity)
cherry-studio — Cherry Studio boosts your productivity with unified AI access, Agent capabilities, and 300+ assistants in one desktop application. (productivity)
RulesetMCP — Weight-On-Wheels for AI: MCP server that keeps every agent grounded in your project's rules (productivity)
claude-critical-rules-mcp — MCP server for Claude AI providing automatic enforcement of critical rules - Prevents 96 documented failure patterns (productivity)
spreadsheet-mcp — MCP server for spreadsheet analysis and editing. Slim, token-efficient tool surface designed for LLM agents. (productivity)
scriptflow-mcp — Script workflow management via MCP. Converts AI workflows to persistent scripts, reducing tokens & delays while minimizing hallucination risks. (productivity)
fritzbox-mcp-server — FRITZ!Box MCP Server for LLM/ KI Integration - Home Automation from your favourite KI agent (productivity)
context-mcp — Self-hosted MCP server for your documentation (productivity)
fitness-influencer-mcp — Fitness content creator workflow automation - MCP server for Claude Desktop (productivity)
Google Sheets MCP — Read, write, and analyze data in Google Sheets directly from your AI conversations. (productivity)
calendar-mcp — MCP server for accessing macOS Calendar events (productivity)
claudia — CLI task manager for AI agents with MCP server support (productivity)
mcp-apple-notes — An local mcp server for interacting with Apple Notes via LLM. (productivity)
keepsake-mcp — MCP server for Keepsake personal CRM — connect your AI agent to your contacts, tasks, notes, and more (productivity)
claude-desktop-extension-bear-notes — Claude Desktop extension with bundled MCP Server for Bear note taking app (productivity)
mcp-shrimp-task-manager — Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language (productivity)
@taazkareem/clickup-mcp-server — ClickUp MCP Server - Integrate ClickUp tasks with AI through Model Context Protocol (productivity)
svgmaker-mcp — Model Context Protocol server for SVGMaker - AI-powered SVG generation and editing. Seamlessly integrate SVG creation into AI workflows. (productivity)
@antv/mcp-server-chart — A Model Context Protocol server for generating charts using AntV. This is a TypeScript-based MCP server that provides chart generation capabilities. I (development)
backlog-mcp-server — ![MIT License](https://img.shields.io/badge/license-MIT-green.svg) ![Build](https://github.com/nulab/backlog-mcp-server/actions/workflows/ci.yml/badge (development)
@idealyst/mcp-server — MCP server providing documentation and examples for the Idealyst framework (development)
@supermodeltools/mcp-server — MCP server for Supermodel API - code graph generation for AI agents (development)
@vibecodetown/mcp-server — Vibe PM - AI Project Manager MCP Server for non-technical founders (development)
@structured-world/gitlab-mcp — Advanced GitLab MCP server (development)
@burger-editor/mcp-server — MCP Server for BurgerEditor (development)
server-anthropic — A [Model Context Protocol (MCP)](https://github.com/modelcontextprotocol) server that provides access to Anthropic's AI models through their official (development)
@iflow-mcp/jageenshukla-hello-world-mcp-server — Welcome to the **Hello World MCP Server**! This project demonstrates how to set up a server using the [Model Context Protocol (MCP)](https://github.co (development)
n8n-mcp — A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you (development)
trigger.dev — Trigger.dev – build and deploy fully‑managed AI agents and workflows (development)
browser-tools-mcp — Monitor browser logs directly from Cursor and other MCP compatible IDEs. (development)
hexstrike-ai — HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for autom (development)
Skill_Seekers — Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection (development)
solon — 🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memor (development)
Unla — 🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Featur (development)
gemini-mcp-tool — MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebas (development)
nerve — The Simple Agent Development Kit. (development)
code-mode — 🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution. (development)
nunu — A CLI tool for building Go applications. (development)
XcodeBuildMCP — A Model Context Protocol (MCP) server that provides Xcode-related tools for integration with AI assistants and other MCP clients. (development)
UltraRAG — UltraRAG v2: A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines (development)
claude-code-subagents-collection — Claude Code Subagents & Commands Collection + CLI Tool (development)
PPTAgent — PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides [EMNLP 2025] (development)
mcp-memory-service — Universal MCP memory service with semantic search, multi-client support, and autonomous consolidation for Claude Desktop, VS Code, and 13+ AI appli (development)
octocode-mcp — MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on (development)
spec-workflow-mcp — A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring (development)
apple-docs-mcp — MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cur (development)
mcp-access-point — Turn a web server into an MCP server in one click without making any code changes. (development)
mcp-golang — Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.com . Created by https://metoro.io (development)
brightdata-mcp — A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access. (development)
MiniMax-MCP — Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs (development)
mcp — The only MCP Server you need. Connect any MCP host with the tools you use daily through our no-code, secure integration hub. (development)
video-editing-mcp — MCP Interface for Video Jungle (development)
oorlogsbronnen-mcp — MCP server for accessing Dutch World War II archives through the Oorlogsbronnen API. Provides structured access to historical records, photographs, an (development)
xcodebuildmcp — XcodeBuildMCP is a ModelContextProtocol server that provides tools for Xcode project management, simulator management, and app utilities. (development)
@magneticwatermelon/mcp-toolkit — Build and ship **[Model Context Protocol](https://github.com/modelcontextprotocol)** (MCP) servers with zero-config ⚡️. (development)
mcp-use — Opinionated MCP Framework for TypeScript (@modelcontextprotocol/sdk compatible) - Build MCP Agents, Clients and Servers with support for ChatGPT Apps, (development)
mcp-servers — Welcome to the **Hello World MCP Server**! This project demonstrates how to set up a server using the [Model Context Protocol (MCP)](https://github.co (development)
@dev-boy/mcp-stdio-server — Native STDIO MCP server for Dev Boy - GitLab integration using @modelcontextprotocol/sdk (development)
zero-mcp — Zero-boilerplate, lightweight and fast MCP server toolkit. Skip the weight of `@modelcontextprotocol/sdk` and start shipping MCP servers in minutes wi (development)
@modelcontextprotocol/conformance — A framework for testing MCP (Model Context Protocol) client and server implementations against the specification. (development)
@bolide-ai/mcp — Bolide AI MCP is a ModelContextProtocol server that provides tools for marketing automation. (development)
@iflow-mcp/minecraft-mcp-server — > ⚠️ **CLAUDE DESKTOP DUAL LAUNCH WARNING**: Claude Desktop may sometimes launch MCP servers twice ([known issue](https://github.com/modelcontextproto (development)
@commercetools/agent-essentials — You don't need this source code unless you want to modify the package. If you just want to use the package run: (development)
create-modelcontextprotocol-app — MCP package: create-modelcontextprotocol-app (development)
puppeteer-plus-martech — Puppeteer+ MarTech - Enhanced Puppeteer MCP server with specialized digital marketing analytics capabilities. This builds upon the official @modelcont (development)
octocode-mcp — Model Context Protocol (MCP) server for advanced GitHub repository analysis and code discovery. Provides AI assistants with powerful tools to search, (development)
@cyanheads/git-mcp-server — A secure and scalable Git MCP server enabling AI agents to perform comprehensive Git version control operations via STDIO and Streamable HTTP. (development)
@marimo-team/codemirror-mcp — CodeMirror plugin for Model Context Provider (development)
mcp-server-code-runner — Code Runner MCP Server (development)
next-devtools-mcp — Next.js development tools MCP server with stdio transport (development)
@ui5/mcp-server — MCP server for UI5 application development (development)
@cap-js/mcp-server — Model Context Protocol (MCP) server for AI-assisted development of CAP applications. (development)
@zereight/mcp-gitlab — MCP server for using the GitLab API (development)
@search-docs/mcp-server — MCP Server for search-docs - Claude Code integration (development)
@programinglive/dev-workflow-mcp-server — MCP server to enforce development workflow discipline (development)
hawkeye-mcp-server — MCP Server for Hawkeye automated incident investigation and root cause analysis (development)
@aigne/example-mcp-server — A demonstration of using AIGNE CLI to build a MCP server (development)
kubectl-mcp-server — Chat with your Kubernetes Cluster using AI tools and IDEs like Claude and Cursor! (development)
duckduckgo-mcp-server — A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and pars (development)
n8n-mcp-server — MCP server that provides tools and resources for interacting with n8n API (development)
Office-PowerPoint-MCP-Server — A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for creating, editing, and manipulatin (development)
mcp-server-kubernetes — MCP Server for kubernetes management commands (development)
mcp-server-mysql — A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute re (development)
kubernetes-mcp-server — Model Context Protocol (MCP) server for Kubernetes and OpenShift (development)
mcp-server-docker — MCP server for Docker (development)
android-mcp-server — An MCP server that provides control over Android devices via adb (development)
mcp — Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser (development)
5ire — 5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via m (development)
unity-mcp — An MCP server that allows MCP clients like Claude Desktop or Cursor to perform actions in the Unity Editor (development)
fastmcp — 🚀 The fast, Pythonic way to build MCP servers and clients (development)
mcp-agent — Build effective agents using Model Context Protocol and simple workflow patterns (development)
metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker (development)
mcphub.nvim — An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and usin (development)
toolhive — ToolHive makes deploying MCP servers easy, secure and fun (development)
mcp-unity — Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for OpenAI, Gemini, Claude, Deepseek and Grok interoperability (development)
short-video-maker — Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API. (development)
arcade-mcp — The best way to create, deploy, and share MCP Servers (development)
MassGen — 🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collabora (development)
mcp-sequentialthinking-tools — 🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most eff (development)
mcp-for-security — MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate secur (development)
mcp-playwright — Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌 (development)
core — A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server. (development)
google_workspace_mcp — Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server (development)
MCP-Bridge — A middleware to provide an openAI compatible endpoint that can call MCP tools (development)
Unity-MCP — MCP Server + Plugin for Unity Editor and Unity game. The Plugin allows to connect to MCP clients like Claude Desktop or others. (development)
Agent-MCP — Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP (development)
anyquery — Query anything (GitHub, Notion, +40 more) with SQL and let LLMs (ChatGPT, Claude) connect to using MCP (development)
metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker (development)
mcp-server-templates — A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up s (development)
PersonalizationMCP — 🎯 A unified personal data hub built on MCP that allows AI assistants to access your digital life from Steam, YouTube, Bilibili and more platforms for (development)
wizzy-mcp-tmdb — The wizzy-mcp-tmdb project is an MCP (Model Context Protocol) server implemented in JavaScript that provides tools to search and retrieve information (development)
fal-mcp-server — MCP server for Fal.ai - Generate images, videos, music and audio with Claude (development)
medical-mcp — An MCP server that provides comprehensive medical information by querying multiple authoritative medical APIs including FDA, WHO, PubMed, Google Schol (development)
hyper-mcp-shell — A shell for the ModelContextProtocol (development)
@gotillit/local-mcp-server — Local MCP server for Tillit API using @modelcontextprotocol/sdk. Provides 195+ tools and 48+ resources for complete Tillit API access with built-in do (development)
@modelcontextprotocol/inspector-client — Client-side application for the Model Context Protocol inspector (development)
@modelcontextprotocol/inspector-server — Server-side application for the Model Context Protocol inspector (development)
@ai-mentora/mcp-server — MCP server for AI Mentora, compatible with ModelContextProtocol. Provides es-fulltext-retrieve tool for Canadian case law search. (development)
advanced-websearch-mcp — ```bash # Install runtime dependencies npm install @modelcontextprotocol/sdk axios cheerio puppeteer ``` ```bash # Install dev dependencies npm instal (development)
use-mcp — <div class="oranda-hide"> (development)
@openctx/provider-modelcontextprotocol — Use information from MCP providers (development)
functional-models-orm-mcp — A functional-models-orm datastore provider that uses the @modelcontextprotocol/sdk. Great for using models on a frontend. (development)
@apideck/mcp-server-crm — A Model Context Protocol (MCP) server that provides tools for interacting with [Apideck's CRM API](https://developers.apideck.com/apis/crm/reference) (development)
openrpc-mcp-server-updated — OpenRPC MCP server - Updated with latest @modelcontextprotocol/sdk for compatibility with newer clients (development)
@gleanwork/mcp-server-utils — Shared utilities for MCP server packages (development)
@nestjs-mcp/server — Modular library for building scalable MCP servers with NestJS, providing decorators and integration patterns as a wrapper for the official MCP TypeScr (development)
@hubspot/mcp-server — MCP Server for developers building HubSpot Apps (development)
kubernetes-mcp-server — Model Context Protocol (MCP) server for Kubernetes and OpenShift (development)
@zencoderai/slack-mcp-server — MCP server for interacting with Slack (development)
@brave/brave-search-mcp-server — Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more. (development)
mcp-server-kubernetes — MCP server for interacting with Kubernetes clusters via kubectl (development)
playwright-mcp-server — MCP server for generating Playwright tests (development)
@z_ai/mcp-server — MCP Server for Z.AI - A Model Context Protocol server that provides AI capabilities (development)
@eslint/mcp — MCP server for ESLint (development)
malicious-mcp-server — A deliberately malicious MCP server for E2E testing purposes (development)
@wonderwhy-er/desktop-commander — MCP server for terminal operations and file editing (development)
wuying-agentbay-mcp-server — Wuying AgentBay MCP Server is a Node.js package that provides seamless integration with Alibaba Cloud's Wuying AgentBay (development)
mcp — Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser (development)
MaxKB — 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 (development)
roundtable — Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and s (development)
neurolink — Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications w (development)
ncp — Natural Context Provider (NCP). Your MCPs, supercharged. Find any tool instantly, load on demand, run on schedule, ready for any client. Smart loadi (development)
mcpbundles — MCPBundles .mcpb package releases for MCP registry (development)
smithsonian-mcp — A Model Context Protocol (MCP) server that provides AI assistants with access to the Smithsonian Institution's Open Access collections. (development)
browser-use-rs — A Rust library for browser automation via Chrome DevTools Protocol with built-in AI integration through Model Context Protocol (MCP) (development)
bilibili-mcp-js — Bilibili video search MCP (Model Context Protocol) service - 哔哩哔哩视频搜索MCP服务 (development)
firefox-devtools-mcp — Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protoco (development)
mcp-server-youtube-transcript — This is an MCP server that allows you to directly download transcripts of YouTube videos. (development)
mcp-browser-agent — A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities. This agent enables Claude to (development)
mcp-server-aws-sso — Node.js/TypeScript MCP server for AWS Single Sign-On (SSO). Enables AI systems (LLMs) with tools to initiate SSO login (device auth flow), list accoun (development)
k8s-mcp-server — K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a (development)
mcp-text-editor — tumf/mcp-text-editor (development)
azure-resource-graph-mcp-server — Model Context Protocol (MCP) server that provides access to Azure Resource Graph queries. It allows you to retrieve information about Azure resources (development)
kubernetes-mcp-server — Model Context Protocol (MCP) server for Kubernetes and OpenShift (development)
web3-jobs-mcp — An MCP server that provides AI agents with real-time access to curated Web3 jobs. (development)
evm-mcp-server — MCP server that provides LLMs with tools for interacting with EVM networks (development)
starknet-mcp-server — MCP server that provides LLM with tools for interacting with Starknet (development)
shareseer-mcp-server — ShareSeer MCP Server - Access SEC filings and insider transactions via Claude (development)
mcp — Twelve Data MCP (Model Context Protocol) Server provides seamless, real-time access to financial market data via WebSocket, enabling reliable streamin (development)
finData-mcp-server — FinData enables your AI agents retrieve financial data from different providers like Tushare, Wind, and DataYes. (development)
evm-mcp — An MCP server that provides complete access to Ethereum Virtual Machine (EVM) JSON-RPC methods. Works with any EVM-compatible node provider including (development)
bitcoin-mcp — An MCP server that provides real-time Bitcoin blockchain data. (development)
godot-mcp — MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output. (development)
bgg-mcp — BGG MCP provides access to BoardGameGeek and a variety of board game related data through the Model Context Protocol. Enabling retrieval and filtering (development)
chess-mcp — A Model Context Protocol server for Chess.com's Published Data API. This provides access to Chess.com player data, game records, and other public inf (development)
@iflow-mcp/mailgun-mcp-server — [![MCP](https://img.shields.io/badge/MCP-Server-blue.svg)](https://github.com/modelcontextprotocol) (development)
@iflow-mcp/openai-gpt-image-mcp — <p align="center"> <a href="https://www.npmjs.com/package/@modelcontextprotocol/sdk"><img src="https://img.shields.io/npm/v/@modelcontextprotocol/sd (development)
@considered/harmful — Most [MCP servers](https://github.com/modelcontextprotocol/servers) suggest using `npx -y` as the recommended way to install a server. This downloads (development)
happy-coder — Mobile and Web client for Claude Code and Codex (development)
openapi-mcp-generator — Generates MCP server code from OpenAPI specifications (development)
gemini-cli — An open-source AI agent that brings the power of Gemini directly into your terminal. (development)
osaurus — The missing macOS LLM server. Run local or cloud models with OpenAI & Anthropic compatible APIs. MCP server for Cursor & Claude Desktop, menu bar chat (development)
chrome-mcp-secure — Secure ChromeMCP Server - Query and Debugging sites using Google Chrome with additional security hardening layers (development)
cert-manager — Automatically provision and manage TLS certificates in Kubernetes (development)
k8s-mcp-server — Manage Your Kubernetes Cluster with k8s mcp-server (development)
tilt-mcp — MCP server for Tilt - enables LLMs to interact with your Tilt dev environment for building, deploying, and debugging Kubernetes workloads (development)
mcp-k8s — A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools. (development)
mkp — MKP is a Model Context Protocol (MCP) server for Kubernetes (development)
ocireg-mcp — An MCP (Model Context Protocol) server that provides tools for querying OCI registries and image references. (development)
mcp-k8s-go — MCP server connecting to Kubernetes (development)
supabase-mcp-server — joshuarileydev/supabase-mcp-server (development)
mcp-k8s-eye — MCP Server for kubernetes management and diagnose your cluster and applications (development)
devops-mcp-webui — Bridge connecting OpenWebUI to Kubernetes clusters via MCP protocol (development)
node-code-sandbox-mcp — A Node.js–based Model Context Protocol server that spins up disposable Docker containers to execute arbitrary JavaScript. (development)
openapi-mcp — Dockerized MCP Server to allow your AI agent to access any API with existing api docs (development)
Python-Runtime-Interpreter-MCP-Server — PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-a (development)
mcp-js — MCP server that exposes a V8 JavaScript runtime as a tool for AI agents like Claude and Cursor. Supports persistent heap snapshots via S3 or local fil (development)
mcp-server-js — An MCP (Model Context Protocol) server that enables ✨ AI platforms to interact with 🤖 YepCode's infrastructure. Turn your YepCode processes into pow (development)
container-use — Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack. (development)
CodeGraphContext — An MCP server that indexes local code into a graph database to provide context to AI assistants. (development)
mcp-server-leetcode — A Model Context Protocol (MCP) server for LeetCode that provides access to problems, user data, and contest information through GraphQL (development)
codemcp — Coding assistant MCP for Claude Desktop (development)
winx-code-agent — ✨ A high-performance code agent written in Rust, combining the best features of WCGW for maximum efficiency and semantic capabilities. 🦀 (development)
leetcode-mcp-server — An MCP server enabling automated access to LeetCode's problems, solutions, and public data with optional authentication for user-specific features, su (development)
vscode-mcp-server — MCP server to expose VS Code editing features to an LLM for AI coding (development)
code-to-tree — A runtime-free MCP server that converts source code into AST🌲, regardless of language. (development)
code-assistant — An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode. (development)
mcp-rubber-duck — An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your probl (development)
developer — VertexStudio/developer (development)
codex-mcp-tool — x51xxx/codex-mcp-tool (development)
copilot-mcp-server — MCP server for GitHub Copilot CLI integration (development)
cicada — AI Coders search blindly. Be their guide. (development)
mcp-server-terminal — Terminal MCP Server - Model Context Protocol server for TUI/CLI automation with structured Terminal State Tree (TST) (development)
mcp_safe_local_python_executor — Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' `smolagents` framework. The runtime combines the ease of set (development)
term_mcp_deepseek — A MCP‑like server using the DeepSeek API for Terminal (development)
mcp-shell — Give hands to AI. MCP server to run shell commands securely, auditably, and on demand. (development)
mcp-shell-server — tumf/mcp-shell-server (development)
DesktopCommanderMCP — This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities (development)
tsgram-mcp — TSGram - Telegram MCP Server for local Claude Code integration - debug and vibe code on the go! (development)
mcp-googletasks — This Model Context Protocol (MCP) server provides a bridge between Claude and Google Tasks, allowing you to manage your task lists and tasks directly (development)
ntfy-me-mcp — An ntfy MCP server for sending/fetching ntfy notifications to any/self-hosted ntfy.sh server from AI Agents 📤 (supports secure token auth & more - us (development)
imessage-query-fastmcp-mcp-server — An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framewor (development)
ycloud-whatsapp-mcp-server — YCloud-Developers/ycloud-whatsapp-mcp-server (development)
baserow — Build databases, automations, apps & agents with AI — no code. Open source platform available on cloud and self-hosted. GDPR, HIPAA, SOC 2 compliant. (development)
chroma-mcp — A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma (development)
elasticsearch-mcp-server — A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction. (development)
postgres-mcp — Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents. (development)
mcp-bigquery-server — A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely quer (development)
memvid — Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed. (development)
db-mcp-server — A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases. (development)
sqlite-explorer-fastmcp-mcp-server — An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP fra (development)
google-sheets-mcp — Python package of google sheet mcp (development)
druid-mcp-server — A comprehensive Model Context Protocol (MCP) server for Apache Druid that provides extensive tools, resources, and AI-assisted prompts for managing an (development)
mcp-sqlite — 🐇 Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities (development)
mcp-server-bigquery — A Model Context Protocol server that provides access to BigQuery (development)
pgtuner_mcp — provides AI-powered PostgreSQL performance tuning capabilities. (development)
SmartDB_MCP — Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB,DM8,Oracle,not only provides basic database connection such as OAut (development)
mcp-libsql — Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop (development)
magic-mcp — It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic (development)
mcp-server-atlassian-confluence — Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Mar (development)
mcp-server-atlassian-jira — Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view (development)
mindpilot-mcp — See through your agent's eyes. Visualize legacy code, architect new systems, understand everything. (development)
FileScopeMCP — Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI as (development)
webhook-tester-mcp — FastMCP server for managing and testing webhooks via webhook-test.com API (development)
package-registry-mcp — MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages. (development)
augments-mcp-server — Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and co (development)
jenkins-mcp-server — An MCP server for interacting with a Jenkins server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP. (development)
mcp-code-runner — axliupore/mcp-code-runner (development)
react-analyzer-mcp — MCP server for analyzing & generating docs for React code locally (development)
bitrise-mcp — MCP Server for the Bitrise API, enabling app management, build operations, artifact management and more. (development)
buildkite-mcp-server — Official MCP Server for Buildkite. (development)
bldbl-mcp — Chunkydotdev/bldbl-mcp (development)
mcp-server-circleci — A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serv (development)
gin-mcp — Enable MCP features for any Gin API with a line of code (development)
codelogic-mcp-server — An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant. (development)
opik-mcp — Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics. (development)
aibolit-mcp-server — MCP Server for Aibolit Java Static Analyzer: Helping Your AI Agent Identify Hotspots for Refactoring (development)
postman-mcp-server — An MCP server that provides access to Postman. (development)
deploy-mcp — Universal deployment tracker for AI assistants - check deployment status without leaving your AI chat (development)
hub-mcp — Docker Hub MCP Server (development)
DotNetMetadataMcpServer — A Model Context Protocol (MCP) server that provides detailed type information from .NET projects for AI coding agents. (development)
cli — Endor provides instant, private, sandboxed environments for your favorite services anywhere Node is available. Run MariaDB, PostgreSQL and many more s (development)
gk-cli — GitKraken CLI Releases and Documentation (development)
Figma-Context-MCP — MCP server to provide Figma layout information to AI coding agents like Cursor (development)
figma-flutter-mcp — An MCP server that provides the coding agents Figma's design token to write Flutter code. (development)
rust-docs-mcp-server — 🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate (development)
mcp-gitlab-jira — HainanZhao/mcp-gitlab-jira (development)
jetbrains-index-mcp-plugin — A Jetbrains IDE IntelliJ plugin aimed to provide coding agents the ability to leverage intelliJ's indexing of the codebase (development)
mcp-gopls — Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling. (development)
droidmind — Control your Android devices with AI using Model Context Protocol (development)
git-mcp — Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project (development)
vercel-ai-docs-mcp — A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. This project enab (development)
ai-distiller — AI Distiller is ultra‑fast, open‑source tool for intelligently extracting only the essential public APIs, types, and structure from large codebases. C (development)
claude-debugs-for-you — Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension (development)
mcp-jetbrains — A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio (development)
app-store-connect-mcp-server — joshuarileydev/app-store-connect-mcp-server (development)
simulator-mcp-server — joshuarileydev/simulator-mcp-server (development)
mcp-openapi-schema-explorer — MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resources for client-side exploration. (development)
kdb — Kindly Debugger - Time-Travel Debugging for AI Workflows (development)
nvim-mcp — A Model Context Protocol (MCP) server that provides seamless integration with Neovim instances, enabling AI assistants to interact with your editor th (development)
gitingest-mcp — narumiruna/gitingest-mcp (development)
gitingest — Replace 'hub' with 'ingest' in any GitHub URL to get a prompt-friendly extract of a codebase (development)
editorconfig_mcp — neilberkman/editorconfig_mcp (development)
token-optimizer-mcp — Intelligent token optimization for Claude Code - achieving 95%+ token reduction through caching, compression, and smart tool intelligence (development)
locust-mcp-server — A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing ca (development)
docker-mcp — A docker MCP Server (modelcontextprotocol) (development)
xcode-mcp-server — MCP Server implementation for Xcode integration (development)
github-repo-mcp — Model Context Protocol server for Github Repo // Reading Github Repo (development)
mcp-package-version — An MCP server that provides LLMs with the latest stable package versions when coding (development)
mcp-claude-code — MCP implementation of Claude Code capabilities and more (development)
vibealive — Full-featured utility to test Next.js projects for unused files and APIs + MCP server (development)
src-to-kb — Convert source code to LLM ready knowledge base (development)
sourcerer-mcp — MCP for semantic code search & navigation that reduces token waste (development)
edgeone-pages-mcp — An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL. (development)
awesome-ionic-mcp — An Awesome MCP Server to help building mobile apps in React/Vue/Angular/VanillaJS using Capacitor and Ionic (development)
BifrostMCP — VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs (development)
mcp — Webvizio MCP Server - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. De (development)
xcodebuild — MCP tool for building Xcode iOS workspace/project and feeding back error to LLMs. (development)
HarmonyOS-mcp-server — MCP server for manipulating HarmonyOS next devices. (development)
jvm-mcp-server — This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementa (development)
godoc-mcp-server — A mcp server provide infomation from pkg.go.dev. For all golang programmers (development)
PiloTY — PiloTY: AI pilot for PTY operations via MCP - enables AI agents to control interactive terminals like a human (development)
auto-mobile — Mobile automation suite of tools including an MCP and libraries for test authoring & execution (development)
atest-mcp-server — MCP Server of API Testing (development)
flowbite-mcp — Convert Figma design to code with the official Flowbite MCP server (development)
DoorDash-MCP-Server — https://github.com/jordandalton/doordash-mcp-server (development)
fermat-mcp — 🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers. (development)
kaggle-mcp-server — This project provides an MCP (Model Context Protocol) server for interacting with Kaggle competitions from Claude Desktop (or any MCP-compatible clien (development)
bundler_mcp — A Model Context Protocol (MCP) server enabling AI agents to query information about gems in a Ruby project's Gemfile, including source code and metada (development)
llm-context.py — Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code revie (development)
homebrew-mcp — Homebrew MCP : Comprehensive brew support for installing, upgrading, searching, and maintaining macOS packages. (development)
base-mcp — A Model Context Protocol (MCP) server that provides onchain tools for LLMs, allowing them to interact with the Base network and Coinbase API. (development)
codex-mcp — A Model Context Protocol server for the Codex API (development)
investor-agent — A Model Context Protocol server for building an investor agent (development)
mcp-server — The finmap.org MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, compan (development)
blocknative-mcp — An MCP server that provides real-time gas price predictions across multiple blockchains. (development)
bridge-metrics-mcp — An MCP server that provides real-time cross-chain bridge metrics. (development)
chainlink-feeds-mcp — An MCP server that provides real-time access to Chainlink's decentralized on-chain price feeds. (development)
cointelegraph-mcp — An MCP server that provides real-time access to the latest news from Cointelegraph. (development)
crypto-funds-mcp — An MCP server that provides AI agents with structured, real-time data on cryptocurrency investment funds. (development)
crypto-news-mcp — An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents. (development)
crypto-projects-mcp — An MCP server that provides cryptocurrency project data to AI agents (development)
crypto-trending-mcp — An MCP server that tracks and monitors the latest trending tokens on CoinGecko. (development)
cryptopanic-mcp-server — Provide latest cryptocurrency news to AI agents. (development)
dex-pools-mcp — An MCP server that provides AI agents with real-time access to DEX liquidity pool data. (development)
funding-rates-mcp — An MCP server that provides real-time funding rate data across major crypto exchanges. (development)
hyperliquid-info-mcp — An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics. (development)
hyperliquid-whalealert-mcp — An MCP server that provides real-time whale alerts on Hyperliquid. (development)
ApeRAG — ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment (development)
MemoryMesh — A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models. v0.2.8 (development)
gistpad-mcp — 📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists (development)
mcp-ragdocs — An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment (development)
markmap — Build mindmaps with plain text (development)
mcp-persona-sessions — MCP server for persona-driven AI sessions: practice interviews, conduct guided reflection, and role-play conversations with realistic personas (development)
mcp-local-rag — Privacy-first local RAG server for Cursor, Claude Code, and more — powered by the Model Context Protocol. (development)
empathy-framework — Combining a five-level AI framework with git-native memory overcomes session amnesia, enabling anticipation of problems weeks early. Production result (development)
biel-mcp — Connect AI tools like Cursor, VS Code, and Claude to your product docs. (development)
cross-llm-mcp — A Model Context Protocol (MCP) server that provides access to multiple Large Language Model (LLM) APIs including ChatGPT, Claude, Gemini, Mistral, Kim (development)
us-legal-mcp — An MCP server that provides comprehensive US legislation. (development)
mcp_weather_server — A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API. (development)
mcp-weather — A Model Context Protocol (MCP) server that provides hourly and daily weather forecasts using the AccuWeather API. (development)
trackmage-mcp-server — Model Context Protocol (MCP) server for TrackMage API integration, with support for 1600+ carriers worldwide. Enables AI assistants to track shipments (development)
stape-mcp-server — Interact with the Stape API using AI assistants like Claude, or in AI-powered IDEs like Cursor. (development)
lucidity-mcp — AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, an (development)
mcp-internet-speed-test — The MCP Internet Speed Test is a specialized Model Context Protocol (MCP) server that enables AI models and agents to perform internet speed measureme (development)
mcp-status-observer — Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop. (development)
ig-mcp-server — Debug your Container and Kubernetes workloads with an AI interface (development)
open-webSearch — WebSearchMCP using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, Github, Juejin and CSDN. (development)
webpage-screenshot-mcp — An MCP that gives your agent the ability to snap a screenshot of webpages. Useful when you want your agent to check its progress during development. (development)
mcp-simple-arxiv — Tool to work with arXiv, provide LLM with ability to search and read papers from there (development)
Clojars-MCP-Server — A Model Context Protocol (MCP) server that provides tools for fetching dependency information from Clojars, the Clojure community's artifact repositor (development)
server-google-news — 【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic (development)
dappier-mcp — Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and (development)
mcp-opennutrition — MCP server providing access to the comprehensive OpenNutrition food database with 300,000+ food items, nutritional data, and barcode lookups (development)
mcp-paperswithcode — An unofficial MCP interface to interact with the PapersWithCode API (development)
himalayas-mcp — A Model Context Protocol (MCP) server that provides access to remote job listings and company information from Himalayas.app. (development)
naver-search-mcp — MCP server for Naver Search API integration. Provides comprehensive search capabilities across Naver services (web, news, blog, shopping, etc) and dat (development)
brightdata-mcp — A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access. (development)
brave-search-mcp — An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search (development)
octagon-deep-research-mcp — The Octagon Deep Research MCP server provides specialized AI-powered comprehensive research and analysis capabilities by integrating with advanced dee (development)
gxtract — GXtract MCP Server for VS Code, forks and other editors; provides tools for interacting with GroundX (development)
searchcraft-mcp-server — An MCP Server powered by Searchcraft – the developer-first vertical search engine. (development)
shopsavvy-mcp-server — Model Context Protocol (MCP) server for ShopSavvy Data API - provides product lookup, pricing, and historical data tools for AI assistants. (development)
mcp_zoomeye — A Model Context Protocol server that provides network asset information based on query conditions. This server allows LLMs to obtain network asset inf (development)
beelzebub — A secure low code honeypot framework, leveraging AI for System Virtualization. (development)
attestable-mcp-server — Verify that any MCP server is running the intended and untampered code via hardware attestation. (development)
mcp_vms — MCP server for controlling and accessing a video surveillance system (development)
bugsy — mobb-dev/mobb-vibe-shield-mcp (development)
mcp-security-audit — A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integ (development)
dawshund_mcp — An MCP server to enumerate AWS IAM data, analyze effective permissions, and visualize access relationships across users, roles, and resources. Built f (development)
secops-mcp — All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enable (development)
mcp — A MCP server for using Semgrep to scan code for security vulnerabilities. (development)
youtube-uploader-mcp — Upload Videos with the help of AI (development)
mlb-api-mcp — A Model Context Protocol (MCP) server that provides comprehensive access to MLB statistics and baseball data through a FastMCP-based interface. (development)
balldontlie-mcp — An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB (development)
firstcycling-mcp — This is a Model Context Protocol (MCP) server that provides professional cycling data from FirstCycling. It allows you to retrieve information about p (development)
mvf1 — A Python package and command line interface to control video players for MultiViewer For F1, the best way to watch Formula 1. (development)
mcp-afl-server — This is a Model Context Protocol (MCP) server that provides AFL (Australian Football League) data from Squiggle API. (development)
jira-mcp — A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides (development)
mcp-jira-server — Comprehensive MCP server for Jira integration with Claude Code (development)
voicemode — VoiceMode MCP brings natural conversations to Claude Code (development)
teslamate-mcp — A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytic (development)
tripadvisor-mcp — A Model Context Protocol (MCP) server for Tripadvisor Content API. This provides access to Tripadvisor location data, reviews, and photos through sta (development)
ns-mcp-server — A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to (development)
alltrails-mcp-server — MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information directly through Claude (development)
mcp-git-ingest — A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files. (development)
github-enterprise-mcp — github-enterprise-mcp (development)
atomgit-mcp-server — kaiyuanxiaobing/atomgit-mcp-server (development)
gitlab-mr-mcp — Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process (development)
github-graphql-mcp-server — QuentinCody/github-graphql-mcp-server (development)
mcp-server-azure-devops — An MCP server for Azure DevOps (development)
mcp-orchestro — Transform product ideas into reality with an intelligent orchestration system that bridges Product Managers, Developers, and AI. Orchestro conducts th (development)
qrcode_mcp — mcp tool to generate qrcode (development)
Utopia — An MCP Server that simulates a set of smart home and lifestyle devices, allowing you to interact with them through AI agents. (development)
replicate-flux-mcp — MCP for Replicate Flux Model - A powerful tool for generating customized images and SVG assets that match specific coding vibes and aesthetic styles. (development)
climatiq-mcp-server — A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time car (development)
things-mcp — A Model Context Protocol (MCP) server that provides seamless integration with the Things productivity app. (development)
typst-mcp — Typst MCP Server is an MCP (Model Context Protocol) implementation that helps AI models interact with Typst, a markup-based typesetting system. The se (development)
mac-apps-launcher — joshuarileydev/mac-apps-launcher-mcp-server (development)
confluence-mcp-server — A test of confluence mcp server (development)
jira-mcp-server — A test of jira mcp server (development)
strava-mcp — A Model Context Protocol (MCP) server with Strava OAuth integration, built on Cloudflare Workers. Enables secure authentication and tool access for MC (development)
screenpipe — AI app store powered by 24/7 desktop history. open source | 100% local | dev friendly | 24/7 screen, mic recording (development)
ScreenPilot — Tool that allows the AI to control your device in the same way you do, enabling automation for everything! (development)
all-in-one-model-context-protocol — 🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows (development)
vibe-check-mcp-server — Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and (development)
ScreenMonitorMCP — A REVOLUTIONARY Model Context Protocol (MCP) server! Gives AI real-time vision capabilities and enhanced UI intelligence power. This isn't just screen (development)
ai-vision-mcp — A Model Context Protocol (MCP) server that provides vision capabilities to analyze image and video (development)
mcp-time — MCP (Model Context Protocol) server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convert (development)
fastmcp — A TypeScript framework for building MCP servers. (development)
MCP-Backup-Server — A Model Context Protocol (MCP) server implementation that provides file backup and restoration capabilities (development)
fast-filesystem-mcp — A high-performance Model Context Protocol (MCP) server that provides secure filesystem access for Claude and other AI assistants. (development)
mcp-server — Giving Claude ability to run code with E2B via MCP (Model Context Protocol) (development)
github-repos-manager-mcp — GitHub Repos Manager MCP Server that enables your MCP client (e.g., Claude Desktop, Roo Code, etc.) to interact with GitHub repositories using your Gi (development)
Gitingest-MCP — mcp server for gitingest (development)
WebSearch-MCP — [Self-hosted] A Model Context Protocol (MCP) server implementation that provides a web search capability over stdio transport. This server integrates (development)
mcp — 🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connect to Claude, Cursor, and more. (development)
wcgw — Shell and coding agent on claude desktop app (development)
advanced-unity-mcp — Public repository for Advanced Unity MCP by Code Maestro (www.code-maestro.com). (development)
mcp-server — Agentset MCP Server - Build RAG with Agentic superpowers (development)
creatify-mcp — 🎬 Enterprise-grade MCP Server for Creatify AI - 12 tools for AI video generation: avatar videos, URL-to-video, AI shorts, custom avatars, script gene (development)
openrpc-mcp-server — A Model Context Protocol (MCP) server that provides JSON-RPC functionality through OpenRPC. (development)
codemirror-mcp — CodeMirror extension to hook up a Model Context Provider (MCP) (development)
maven-tools-mcp — MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle, SBT, Mill). Features Context7 in (development)
defang — Defang CLI and sample projects. Develop Once, Deploy Anywhere. Take your app from Docker Compose to a secure and scalable deployment on your favorite (development)
semgrep — Lightweight static analysis for many languages. Find bug variants with patterns that look like source code. (development)
thales-cdsp-csm-mcp-server — A Model Context Protocol (MCP) server for managing secrets in Thales CDSP Secrets Manager, powered by Akeyless, Vault. This server provides tools for (development)
toolhive — ToolHive makes deploying MCP servers easy, secure and fun (development)
@robinmordasiewicz/f5xc-terraform-mcp — MCP server for F5 Distributed Cloud Terraform provider - documentation, 270+ OpenAPI specs, subscription info, and addon activation workflows for AI a (development)
@adisuryanathanael/mcp-server-filesystem2 — MCP-compatible server tool for filesystem access from https://github.com/adisuryanathan/modelcontextprotocol-servers.git (development)
codex-mcp-server — MCP server wrapper for OpenAI Codex CLI (development)
@macroforge/mcp-server — MCP server for Macroforge documentation and code analysis (development)
search-mcp-server — MCP server for browser automation via Jan Browser extension - provides tools for web navigation, interaction, and search (development)
mermaid-mcp-server — MCP server for generating Mermaid diagrams from projects (local/GitHub) and rendering via Kroki. (development)
comet-mcp — MCP Server connecting Claude Code to Perplexity Comet browser (development)
kubefwd — Bulk port forwarding Kubernetes services for local development. (development)
skill-cortex-server — A third-party MCP server that enable all IDEs to access Claude Code Skills capabilities (development)
slack-mcp-server — MCP server for Slack - Access DMs, channels & messages from Claude. Works with Claude Desktop, Claude Code, and claude.ai (development)
faf-mcp — Universal MCP server for .FAF (Foundational AI-context Format) - Persistent project context for Cursor, Windsurf, VS Code, Cline, and all MCP-compati (development)
javalens-mcp — MCP server providing semantic Java code analysis for AI agents. Built on Eclipse JDT with tools for navigation, refactoring, search, and metrics. (development)
sharplens-mcp — Roslyn-powered MCP server for AI-driven C# semantic analysis, refactoring, and code generation (development)
finbrain-mcp — FinBrain MCP server: expose FinBrain datasets to AI agents (Claude, VSCode etc.) via SDK-first tools. Runs locally with each user's own FinBrain API k (development)
gleif-mcp-server — MCP server for GLEIF LEI (Legal Entity Identifier) database access (development)
trayd-mcp — Trade Robinhood via Claude Code - MCP Server (development)
@hexsleeves/tailscale-mcp-server — A Model Context Protocol (MCP) server that provides seamless integration with Tailscale's CLI commands and REST API, enabling automated network manage (development)
@codesherlock/codesherlock-alpha-mcp-server — A TypeScript-based Model Context Protocol (MCP) server (development)
buildwithclaude — Claude Skills, Agents, Commands, Hooks, Plugins, Marketplaces Collection for Claude Code (development)
blockrun-mcp — BlockRun MCP Server - Access 30+ AI models in Claude Code with zero API keys. Pay-per-request via x402 micropayments. (development)
pmcp — MCP Gateway - A meta-server for minimal Claude Code tool bloat with progressive disclosure (development)
spotify-bulk-actions-mcp — MCP server for bulk Spotify operations - batch playlist creation with confidence scoring, library exports, CSV imports, and human-in-the-loop review f (development)
ChatSpatial — 🧬 Analyze spatial transcriptomics data through natural language conversation. Stop writing code, start having conversations with your data. MCP serve (development)
simple-mcp-selenium — This is just a tool to use a chrome driver that exposes a MCP server to be easily to use with Cursor IDE (development)
browser-devtools-mcp — A Playwright-based MCP server that exposes a live browser as a traceable, inspectable, debuggable and controllable execution environment for AI agents (development)
piston-mcp — MCP server that allows LLMs to connect to and execute code using Piston (development)
netops-mcp — A comprehensive MCP server that provides access to essential DevOps and networking tools through a standardized interface. (development)
multi_mcp — Multi-Model chat, code review and analysis MCP Server for Claude Code (development)
jmap-mcp — A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno an (development)
postgres_mcp — The only postgress MCP server I have been able to connect to my docker postgres (development)
ios-mcp-code-quality-server — This server enables AI assistants to run Xcode tests, perform linter analysis, and provide detailed feedback on iOS projects through structured, actio (development)
agent-skill-loader — MCP server to expose Claude Code Skills to AI agents (development)
teamcity-mcp — Model Context Protocol (MCP) server for JetBrains TeamCity: control builds, tests, agents and configs from AI coding assistants. (development)
project-context-mcp — Give Claude Code instant access to your project's institutional knowledge. Drop docs in .context/, mention them with @, and watch Claude become an exp (development)
DevDocs-MCP — Documentation Authority for AI Agents based upon Devdocs (development)
npm-package-docs-mcp — A Model Context Protocol (MCP) tool that provides up-to-date documentation for npm packages directly in your IDE. This tool fetches the latest README (development)
promptarchitect-mcp — MCP server for AI-powered prompt engineering. Refines, analyzes & generates prompts with workspace awareness - understands your tech stack, dependenc (development)
devplan-mcp-server — MCP server for generating development plans, project roadmaps, and task breakdowns for Claude Code. Turn project ideas into paint-by-numbers implement (development)
ClaudeCode-DevPlanBuilder — ClaudeCode-DevPlanBuilder (development)
CodeMCP — Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping (development)
xray — XRAY MCP provides progressive code intelligence and navigation capabilities for AI assistants through structural code analysis using ast-grep (development)
jira-github-mcp — A Model Context Protocol (MCP) server exposing Jira and GitHub actions as AI tools to streamline developer workflows end-to-end. (development)
testcollab-mcp-server — MCP server for TestCollab test management. Lets AI coding assistants (Claude Code, Cursor, Windsurf, Codex) create, update, and query test cases via t (development)
testdino-mcp — testdino-hq/testdino-mcp (development)
code-guardian — Code Guardian Studio – AI-powered code refactor engine for large repositories, built on Claude Code + MCP. (development)
matter-controller-mcp — An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices. (development)
embedded-debugger-mcp — A Model Context Protocol server for embedded debugging with probe-rs - supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more (development)
decide — decidefyi/decide (development)
dexscreener-trending-mcp — An MCP server that provides real-time trending tokens from DexScreener. (development)
mini_claude — Give Claude Code persistent memory across sessions. Track habits, log mistakes, prevent death spirals. Runs locally with Ollama. (development)
MCP-Context-Provider — A static MCP server that provides AI models with persistent tool context, preventing context loss between chats. (development)
devrag — Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings. (development)
shodh-memory — Cognitive brain for Claude, AI agents & edge devices — learns with use, runs offline, single binary. Neuroscience-grounded 3-tier architecture with He (development)
x-grow — Claude Code skill for writing high-performing X posts using the actual algorithm (development)
google-ad-manager-mcp — MCP server for Google Ad Manager. Manage ad campaigns, orders, line items, and creatives through AI assistants like Claude, ChatGPT, Gemini, Cursor, a (development)
langfuse-mcp — A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability (development)
media-gen-mcp — Media Gen MCP — Strict TypeScript MCP server for OpenAI gpt-image-1 and sora-2: generate, edit, and fetch images/video with smart compression, resourc (development)
video-edit-mcp — video-edit-mcp (development)
mcp-server-originalvoices — MCP (Model Context Protocol) server that provides access to OriginalVoices' network Digital Twins for real-time audience research. (development)
deep-research-mcp — MCP server for integrating OpenAI's Deep Research APIs and Hugging Face's Open Deep Research with Claude Code and other AI assistants (development)
unsplash-mcp — An MCP server for Unsplash photo search with proper attribution built-in. Key differentiator: Returns ready-to-use attribution_text and attribution_h (development)
insta-mcp — Instagram MCP Server - Provides AI assistants with tools for Instagram analytics, insights, and account management (development)
claude-code-tts — 🔊 Text-to-Speech MCP plugin for Claude Code - hear audio feedback while coding (OpenAI TTS) (development)
rideshare-comparison-mcp — Compare Uber and Lyft prices for any route - MCP server for Claude Desktop (development)
forgejo-mcp — A MCP server that enables you to manage Gitea/Forgejo repositories through AI assistants (development)
git-context-mcp — Local MCP server that extracts high-level Git repository context for AI coding agents (development)
quip-mcp — A Model Context Protocol (MCP) server that provides AI assistants with access to Quip documents (development)
reclaim-mcp-server — UNOFFICIAL & UNAFFILIATED – Not endorsed by Reclaim.ai. MCP server enabling Claude and GitLab Duo to manage Reclaim.ai tasks, habits, calendar events, (development)
drift — Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI. (development)
XcodeBuildMCP — A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects. (development)
fastmcp — 🚀 The fast, Pythonic way to build MCP servers and clients. (development)
claude-pilot — Claude Code is powerful. Pilot makes it reliable. Start a task, grab a coffee, come back to production-grade code. Tests enforced. Context preserved. (development)
agenium — AGENIUM — DNS of the Agent Web. Identity, trust & discovery for AI agents. MCP-compatible. agent:// protocol with mTLS, trust scores & capability sear (development)
ateam-mcp — ADAS MCP Server — build, validate, and deploy multi-agent solutions from any AI environment (development)
comfy-pilot — MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows (development)
leximo-ai-call-assistant-mcp-server — An MCP (Model Context Protocol) server that lets you schedule AI phone calls and manage Leximo assignments directly from Claude Desktop or Claude Code (development)
bonnard-cli — Ultra-fast to deploy agentic-first mcp-ready semantic layer. Let your data be like water. (development)
registep-mcp — Registep MCP Server - AI-powered POS & sales analytics for Claude Code, Cursor, and other MCP clients (development)
claudecodenavi-mcp — ClaudeCodeNavi MCP Server - Claude Code knowledge platform & marketplace (development)
mcp-codebase-index — 17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction. (development)
next-devtools-mcp — Next.js Development for Coding Agent (development)
asc-mcp — MCP server for App Store Connect API — 208 tools for managing apps, builds, TestFlight, subscriptions, and more from Claude, Cursor, VS Code, or any M (development)
Reddit-Options-Trader-ROT- — A modular research pipeline that turns trending Reddit discussions into structured market events and options trade ideas. (development)
awesome-x402 — 🚀 Curated list of x402 resources: HTTP 402 Payment Required protocol for blockchain payments, crypto micropayments, AI agents, API monetization. Incl (development)
memorylane — deusXmachina-dev/memorylane (development)
context-memory — Persistent, searchable context storage across Claude Code sessions using SQLite + FTS5 (development)
cogmemai-mcp — Persistent cognitive memory for Claude Code — 8 MCP tools, zero config, cloud-first. (development)
LIFE — LIFE — Persistent identity architecture for AI agents. 16 MCP servers: drives, heart, memory, patterns, journal, genesis, garden, vision, voice, and m (development)
alog-mcp — Alog MCP Server - AI agent activity logger & monitor for Claude Code, Cursor, and other MCP clients (development)
atsurae — MCP Server for AI-powered video editing — Let Claude, GPT, or any AI agent edit videos through natural language (development)
barevalue-mcp — MCP server for Barevalue AI podcast editing API. Submit and manage podcast editing orders from Claude Code, Cursor, and other MCP-compatible tools. (development)
zitadel-mcp — MCP server for Zitadel identity management — manage users, projects, apps, roles, and service accounts from AI tools (development)
xbird-skill — Twitter/X skill for AI agents — works with Claude Code, Cursor, Windsurf and 35+ agents. Powered by xbird-mcp. (development)
sparksheets-mcp — SparkSheets MCP Server - AI-native collaborative spreadsheet for Claude Code, Cursor, and other MCP clients (development)
@modelcontextprotocol/server-git — Official MCP server for git (development)
mcp-websitepublisher-ai — Build and publish websites through AI conversation. 27+ MCP tools, OAuth 2.1 auto-discovery. Works with Claude, ChatGPT, Mistral/Le Chat, Cursor and m (development)
GitHub MCP Server — Connect to GitHub repositories, issues, and pull requests for seamless development workflow integration. (development)
github-mcp-server — GitHub's official MCP Server (development)
pal-mcp-server — The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as (development)
terraform-mcp-server — The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrast (development)
context7 — Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors (development)
claude-flow — 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversation (development)
mcp-for-beginners — This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, Typ (development)
n8n — Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. (development)
mcp-server-chatsum — Query and Summarize your chat messages. (communication)
casibase — ⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, (communication)
chatmcp — ChatMCP is an AI chat client implementing the Model Context Protocol (MCP). (communication)
mcp-server-apple-shortcuts — recursechat/mcp-server-apple-shortcuts (communication)
mcp_server_notify — Send system notification when Agent task is done. (communication)
telegram-mcp — Telegram MCP for managing dialogs, messages, drafts, read statuses, and more. (communication)
telegram-mcp — chigwell/telegram-mcp (communication)
mcp-teams-server — An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply (communication)
joinly — Make your meetings accessible to AI Agents (communication)
whatsapp-mcp — WhatsApp MCP server (communication)
chatterboxio-mcp-server — A Model Context Protocol server implementation for ChatterBox, enabling AI agents to interact with online meetings and generate meeting summaries (communication)
discord-mcp — A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful (communication)
kafka-schema-reg-mcp — A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry. (communication)
jmeter-mcp-server — ✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯 (communication)
MCP-timeserver — A simple MCP server that exposes datetime information to agentic systems and chat REPLs (communication)
AIM-MCP — AIM MCP Server :: Guard and Protect your MCPs & AI Chatting (communication)
quickchat-ai-mcp — The Quickchat AI MCP server (communication)
google-mcp — Collection of Google-native tools (e.g., Gmail, Calendar) for the MCP (communication)
unichat-mcp-server — amidabuddha/unichat-mcp-server (communication)
mcp-openai — Chat with OpenAI models from Claude Desktop (communication)
any-chat-completions-mcp — MCP Server for using any LLM as a Tool (communication)
MCP-wolfram-alpha — Connect your chat repl to wolfram alpha computational intelligence (communication)
mcp-linear — MCP server that enables AI assistants to interact with Linear project management system through natural language, allowing users to retrieve, create, (communication)
voxie-ai-directory-mcp — MCP server for the Voxie AI Phone Number Directory. Query AI services you can chat with via webchat. (communication)
conversation-handoff-mcp — MCP server for transferring conversation context between AI chats and projects (communication)
GMail-Manager-MCP — Organize your GMail via MCP (communication)