Discover Awesome MCP Servers

imessage-index

A local-first iMessage retrieval system that serves hybrid full-text and vector search over an MCP server, enabling an AI assistant to answer questions about your correspondence.

webcmd-mcp

Enables AI agents to drive websites locally through Webcmd, with tools for setup, skill retrieval, and running web commands. Simplifies integration by auto-installing the CLI and providing bundled skills.

Conselho Regional de Odontologia MA: Cadastro MCP

Read-only MCP server for querying official dental professional registry data from the Regional Council of Dentistry of Maranhão, Brazil. Enables natural-language lookups via a single consult tool.

Lattice HQ MCP Server

Enables AI models to interact with the Lattice HQ performance management platform for managing users, goals, review cycles, feedback, departments, and updates.

codebase-doc-generator

Generates comprehensive documentation (architecture overview, dependency graph, API surface, and README) for any codebase locally without external APIs.

Jira MCP Server

Integrates with Jira Cloud to enable comprehensive issue management, project tracking, and team collaboration through natural language, including creating/updating tickets, searching with JQL, managing workflows, and adding comments.

Calculator MCP

Provides mathematical computation capabilities including basic arithmetic operations (add, subtract, multiply, divide), advanced functions (square root, factorial, logarithm), and trigonometric functions (sin, cos, tan) through the Model Context Protocol.

store-preflight-mcp

An MCP server that scans code repositories for app store rejection risks by mapping API usage to required declarations and policy deadlines, enabling agents to catch issues before submission.

Verified Technical Solver

Provides deterministic tools for symbolic math, equation solving, relation verification, reasoning structure audits, and validated CAD primitives, returning evidence artifacts for every result.

nock

An MCP server that sits between coding agents and local tools, using a tiny on-device model to route tool calls and requiring confirmations for destructive actions, while only exposing four tools to the host.

Qwen Memory MCP

A Model Context Protocol server providing durable, cross-session memory for AI agents, powered by Qwen on Alibaba Cloud. Enables agents to write, search, recall, and forget memories with semantic ranking.

Moodle MCP Server

An MCP server that enables LLMs to interact with the Moodle platform to manage courses, students, assignments, and quizzes.

Aptos Blockchain MCP

Integrates Aptos blockchain access into AI applications, enabling interaction with tools for native APT operations, custom coin management, and transaction handling.

Longhand

Persistent local memory for Claude Code that indexes every session's JSONL file verbatim into SQLite + ChromaDB. Exposes 17 MCP tools for semantic recall, deterministic file replay, and fuzzy "do you remember when..." queries across your entire session history — no API calls, nothing leaves the machine.

HomeClaw

Enables AI assistants to control Apple HomeKit smart home accessories, scenes, and automations via MCP tools.

Polymarket MCP Server

Provides AI-powered tools for searching Polymarket prediction markets and calculating financial metrics like expected value and Kelly bet sizing. It enables users to perform arbitrage scanning, news-based sentiment analysis, and market research through natural language interfaces.

analytics-mcp

Enables querying Google Analytics data and configuration through natural language using the Data and Admin APIs.

VignanUniversity MCP Server

Enables semantic search over the Vignan University knowledge base using Pinecone vector storage and Sentence Transformers.

MCP Uber Server

An MCP server that enables AI assistants to book and manage Uber rides, including getting price estimates, requesting rides, checking ride status, and canceling rides.

MySQL MCP Server

A Python MCP server for inspecting and querying MySQL databases, providing table discovery, schema inspection, read-only queries, and optional write/DDL tools.

Azure AI Foundry Agent MCP

Enables interaction with Azure AI Agent Service by automatically discovering agents and creating MCP tools for querying and managing agent workflows.

Fastidious MCP Server

Enables to manage notes and collections in Fastidious AI application through natural language, supporting CRUD operations and search via MCP protocol.

seed-oil-tracker-mcp

Seed oil (PUFA) data for 500+ US restaurant chains: letter grades, the oil each chain fries in, cleanest menu items, and rankings. Zero-dependency Python stdio server backed by the free hosted Seed Oil Tracker endpoint, no key or account needed.

end-conversation-mcp-server-zh

A stateless MCP server that provides an end_conversation tool for AI to leave a timestamped visible record when it wants to signal a desire to end the conversation, under user control.

aitools

A customizable MCP server with auto-registered tools, enabling push notifications via WxPusher and easy addition of custom tools through a decorator-based framework.

libreoffice-mcp

Enables interaction with LibreOffice documents (Writer, Calc, Impress, Draw) via MCP, supporting document management, data analysis, and database operations using the OooDev library.

Google MCP Server

A locally-hosted MCP server that integrates Gmail, Google Calendar, and Google Drive to provide AI-powered management of emails, events, and files. It enables tool-based interactions like sending emails, creating calendar events, and searching Drive files through clients like Cursor and Claude Desktop.

@yawlabs/tailscale-mcp

Manage your Tailscale tailnet - devices, ACLs, DNS, keys, and more - through natural language queries.

auu-uivision-mcp

A Model Context Protocol (MCP) server that analyzes software UI screenshots using Google's Gemini AI vision, providing detailed descriptions of UI elements, layout, functionality, and accessibility.

GitHub MCP Server

A working MCP server that connects to the real GitHub API, enabling users to manage repositories, issues, pull requests, and more through natural language in Claude Desktop.