Discover Awesome MCP Servers

Matomo MCP Server

A Model Context Protocol server that provides tools to interact with Matomo Analytics API, enabling management of sites, users, goals, segments, and access to analytics reports through a MCP interface.

Deep Research MCP Server

An MCP server for deep research that performs search, scraping, synthesis, fact-checking, and persistent memory, enabling users to conduct comprehensive research tasks via Claude.

MCP API Service

一个模型上下文协议 (MCP) 服务器，它与系统 API 交互，允许用户检查连接、搜索员工、登记早餐以及按班次更新化学品信息。

mcp-model-proxy

A minimal local MCP server that wraps any Claude Messages API-compatible upstream into a unified ask_model tool. It enables MCP clients to interact with these models through a standard tool interface using stdio transport.

Garmin Connect MCP Server

Connects Garmin Connect data to MCP-compatible clients, providing access to fitness activities, health metrics, and training plans. It supports advanced features like headless 2FA and automated MFA retrieval to enable seamless health data interaction through natural language.

Supabase MCP Server

Connects AI assistants to Supabase projects, enabling them to manage tables, query data, deploy Edge Functions, handle migrations, and access project resources through natural language commands.

mcp-mempool-space

MCP server for Bitcoin block explorer and mempool/fee statistics, providing tools to query fees, mempool stats, blocks, transactions, addresses, hashrate, and mining pools.

ci-sentinel

Security auditor for CI ecosystems that detects supply-chain and injection flaws in CI/CD configuration files across seven CI platforms, providing taint analysis, remediation, and compliance scoring.

Toast MCP Server

一个 MCP 服务器，可以在 Windows 10 和 macOS 上显示桌面通知，兼容 VSCode Cline，并支持自定义通知参数。

Music MCP Server

Enables music library management and Chromecast playback control via LM Studio, with 21 tools for search, playback, navigation, and queue management.

manufacturing-defect-mcp

MCP server for manufacturing defect investigation using knowledge graphs and graph analytics. Enables LLM agents to retrieve context, find similar cases, and generate investigation reports from manufacturing data.

mcp-minecraft-forge

MCP server for Forge Minecraft modding documentation. Gives AI assistants direct access to Forge docs with structured search results.

Attio MCP Server

Enables AI assistants to interact with Attio CRM through natural language, providing complete access to companies, people, deals, tasks, lists, notes, and records with advanced search, batch operations, and relationship management.

log-query-mcp

MCP server that exposes Discord and Twitch/Chatty chat log query tools to Claude Code, enabling searching messages, channel stats, user messages, and events from chat logs.

FreeCrawl MCP Server

Enables web scraping and document processing with JavaScript execution, anti-detection measures, batch processing, and structured data extraction. Supports multiple formats including markdown, HTML, screenshots, and handles PDFs with OCR capabilities.

Alibaba Cloud RDS OpenAPI MCP Server (Q CLI Adapted)

MCP server for RDS Services via OPENAPI, optimized for Amazon Q Developer CLI integration.

Tradecraft MCP

An OSINT tradecraft toolkit MCP server offering 31 tools for domain reconnaissance, email/identity research, threat intelligence, and web/social media analysis, plus 12 guided investigation prompt templates.

thermal-mcp-server

A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP server. Enables thermal analysis, coolant comparison, flow optimization, and rack-level sizing via natural language queries.

vSphere MCP Server

Enables AI agents to manage VMware vSphere virtual infrastructure through comprehensive operations including VM power control, snapshot management, resource monitoring, performance analytics, and bulk operations with built-in safety confirmations for destructive actions.

Interactive Feedback MCP

A Model Context Protocol server that enables AI assistants to request user feedback at critical points during interactions, improving communication and reducing unnecessary tool calls.

litra-paper-search-mcp

AI-powered academic paper search MCP server with relevance scoring, summarization, author search, and credit checking. Enables users to search papers naturally and get scored results.

meal-tracker-mcp

Tracks meals for three people with cost calculation, deployable on Render and connectable to ChatGPT.

Skills Manager MCP Server

A visual web interface and MCP server for managing Claude MCP Skills, enabling users to create, edit, browse, and load skill sets through a browser UI or directly from Claude Desktop.

expenses-tracker-mcp

Enables read-only SQL queries and transaction classification tools for local expense tracking, including listing, filtering, and bulk account assignment with dry-run mode.

Oomol Connect MCP Server

Enables integration with Oomol Connect for executing tasks, managing blocks and packages, and uploading files. Supports task execution with real-time progress monitoring and intelligent polling across audio, video, and other processing workflows.

manifold-market-api

Wraps the Manifold Markets public REST API into an MCP server, providing 40 tools for querying markets, users, groups, bets, comments, and more.

MCP Filesystem Server

一个模型上下文协议服务器，提供与文件和文件系统安全且智能的交互，为处理大型文件和复杂目录结构提供智能上下文管理和高效的令牌操作。

@margint-ai/mcp

Enables querying Margint per-customer AI margins and costs from MCP clients. Provides tools to list customers, drill into costs, check budgets, and view workspace-wide cost breakdowns.

jpzip MCP server

Enables to look up Japanese postal codes, convert zipcodes to addresses, search addresses by query, and list cities in a prefecture using the jpzip dataset.

Lofty MCP Server

Enables AI agents to interact with Lofty CRM via natural language, providing 120 tools across 22 modules for full API coverage.