Discover Awesome MCP Servers

Linux MCP Server

Exposes full Linux system control to AI clients via MCP tools for bash execution, file operations, and search, with configurable permissions and audit logging.

Memory MCP

A Rust-based MCP server that provides long-term memory capabilities for AI agents using keyword-based storage and retrieval. It supports isolated namespaces for different users or projects, allowing LLMs to remember and recall information across sessions.

mcp-db-server

Enables querying PostgreSQL and MySQL databases using natural language, with RESTful endpoints for listing tables, describing schemas, and executing read-only queries.

Whoishiring MCP Server

Enables Claude Desktop to scan, analyze, and track job postings from Hacker News and Y Combinator's Work at a Startup using a 24-tool MCP server with multi-stage filtering and resume-based ranking.

mcp-prompts-rs

基于 Rust 的服务器，用于使用模型上下文协议 (MCP) 管理 AI 提示词

MCP Java Testing Agent

Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle checking through MCP tools. Enables iterative improvement of test coverage and code style until quality goals are met.

MCP Weather Server

Enables AI agents like GitHub Copilot to retrieve real-time weather data for any city using the Open-Meteo API, no API key required.

pemr

A local-first, family-scale medical record framework that provides a Python CLI engine and MCP server for ingesting, deduplicating, querying, and generating medical records from source documents.

Weaviate MCP Server

Weaviate 的 MCP 服务器通过一个可定制的基于 Python 的服务器，促进了与 Weaviate 的集成，从而可以通过可配置的 URL 和 API 密钥与 Weaviate 数据库和 OpenAI API 进行交互。

GitHub Code Review Assistant

Enables AI assistants to perform comprehensive GitHub pull request code reviews, including analysis of code patterns, complexity, and security issues, while managing review comments and ensuring compliance with team coding standards.

mcp-server-jira

MCP server for JIRA Cloud REST API v3, enabling issue search, creation, updates, comments, and transitions.

SQL Query Tools MCP Server

MCP server for connecting to SQL Server in readonly mode. Allows any MCP client to explore the schema and run SELECT queries against a SQL Server database.

irs-taxpayer-mcp

39 tax tools for US individual taxpayers — federal/state tax calculations, credits, deductions, retirement strategies, audit risk, and tax planning. All calculations run locally, no data leaves the machine. Supports TY2024 and TY2025 (One Big Beautiful Bill Act).

Demo MCP Server

A comprehensive TypeScript boilerplate MCP server featuring domain-driven design and dynamic component loading. Provides example tools for calculations and text processing, system resources, and writing assistance prompts.

Lease Intelligence MCP Server

Enables querying, extracting terms, and projecting rent from commercial lease documents via MCP tools.

Unix Timestamps MCP Server

一个简单的 MCP 服务器，它只做一件事——帮助你的 LLM 使用当前的 Unix 时间戳。 这是模型目前正在努力解决的问题，部分原因是知识截止日期，并且不太清楚它们所处的时间。

Titan MCP

A unified browser automation protocol that connects AI agents to multiple automation backends including Selenium, Playwright, and Puppeteer. It provides a centralized interface for agents to navigate websites, execute JavaScript, and manage web interactions across various browser engines.

location-mcp

A Model Context Protocol server that enables LLMs to perform IP geolocation, reverse geocoding, and detect the host's public IP without requiring API keys.

mem0-mcp-toggle

A local Mem0 MCP server for macOS with a menu bar toggle, storing memories locally in Chroma and using any OpenAI-compatible LLM for fact extraction.

io.github.chicogong/ffvoice

MCP server for offline speech-to-text and speaker diarization, enabling AI agents to transcribe audio locally without cloud APIs.

Miro MCP

Miro MCP 服务器，公开官方 Miro SDK 中提供的所有功能。

A Model Context Protocol Server for the UK Science Museum Group API

英国科学博物馆集团的 MCP 服务器

CKAN MCP Server

Enables AI assistants to search, explore, and query any CKAN open data portal through natural language, making public datasets accessible without requiring knowledge of the portal's API.

FactAnchor-MCP

A zero-cost, fully local MCP server that grounds AI assistants in verified web text, reducing hallucinations by ~80% by forcing answers only from fetched sources.

Telegram Bot MCP Server

Enables AI assistants to publish, edit, search, and manage messages in Telegram channels via a set of MCP tools.

workflows-mcp

Run YAML workflows as MCP tools so agents can automate real tasks with one server.

MCP Tool Factory

Generates production-ready MCP servers from natural language, OpenAPI specs, database schemas, GraphQL schemas, or ontologies.

Supavec MCP Server

通过模型上下文协议，可以从 Supavec 获取相关内容和嵌入，从而使像 Claude 这样的 AI 助手能够访问向量搜索功能。

MCP Todo Server

A distributed task management server that provides todo list operations with AI-powered task prioritization using OpenAI, built on Redis for shared state across multiple nodes.