Discover Awesome MCP Servers

artifacty

A local, agent-to-agent artifact exchange for LLM workflows. Enables MCP-capable tools like Claude, Codex, and Gemini to publish, list, read, update, and continue from artifacts without copying content through chat.

Iridium MCP Server

Connects AI agents to Iridium fitness data to query workout history, nutrition logs, and body measurements. It enables users to track exercise progress, training volume, and personalized trainer analysis through natural language.

Hackathon SEO Analyst Agent

Enables analysis of raw SEO data by ingesting nested JSON datasets and converting them into clean, actionable metrics through the Model Context Protocol.

Mealie MCP Server

A security-conscious MCP server for self-hosted Mealie that enables recipe management, meal planning, and shopping list operations with robust security defaults.

MySQL MCP Server

Enables AI assistants to interact with MySQL databases by executing SQL queries, describing table schemas, and listing tables. It provides seamless database integration for tools like Cursor through the Model Context Protocol.

棒読みちゃんMCPサーバー (Node.js版)

A Node.js server that enables AI assistants to interact with Bouyomi-chan's text-to-speech functionality through Model Context Protocol (MCP), allowing for voice reading of text with adjustable parameters.

pg-mcp

A Model Context Protocol server for PostgreSQL that enables database operations like querying, schema inspection, performance analysis, and administration through a JSON-RPC 2.0 interface.

qdrant-codebase-mcp

Indexes codebases into Qdrant for semantic search, enabling AI assistants to find relevant code by meaning without re-exploring the repo.

Sketch Engine MCP Server

Connects Claude to Sketch Engine for corpus linguistics and text analysis, enabling queries on collocations, concordances, word usage, and more via natural language.

spm-search-mcp

An MCP server that allows coding agents to search the Swift Package Index and retrieve GitHub READMEs without requiring an API key. It features comprehensive search filters for stars, platforms, and licenses, providing token-efficient responses optimized for LLM comprehension.

Kapa MCP Server

Enables querying Kapa.ai's documentation and Q&A capabilities for any project enrolled with Kapa, with tools for asking questions and searching sources.

CF-MCP

A Cloudflare Worker that demonstrates wrapping REST APIs with Model Context Protocol, providing product management operations through both REST endpoints and MCP tools on the edge.

fallsignature-mcp

MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources for use in MCP clients like Claude Code, enabling state folding, κ-band classification, and fold operations.

Control Server

一个使用 nut.js 和模型上下文协议 (MCP) 构建的 Windows 控制服务器，提供对 Windows 系统操作的程序化控制，包括鼠标、键盘、窗口管理和屏幕截图功能。

callout-dev

AI co-founder MCP server for solo founders. Multi-perspective code review (CTO, Security, Product, DevOps, Customer), stage-aware guidance, tech decision validation, and portfolio management across projects.

sanitycheck-mcp

Enables AI agents to check the health of internet infrastructure and specific services, helping diagnose whether issues are local or external.

mcp-mybatis

A MyBatis configuration validation tool that checks for consistency between Java entity fields and database columns across XML maps, annotations, and SQL queries. It provides detailed diagnostic reports and actionable prompts to help developers identify and fix mapping errors and configuration issues.

keevor-mysql-mcp-server

一个连接MySQL数据库的MCP服务器，支持列出表、描述表结构和执行SQL语句。

Mimir

Local-first memory and retrieval for private project knowledge. Enables indexing files, searching, and asking questions about project documents using local embeddings and LLM.

after-effects-mcp

MCP server for Adobe After Effects, enabling structured control over projects, compositions, layers, properties, expressions, keyframes, imports, and rendering through a local authenticated WebSocket bridge.

news-sentiment-mcp

Provides news sentiment scores, media volume trends, and historical coverage data for any topic, enabling AI to analyze positive or negative coverage over time.

fmp-mcp-research

A remote MCP server for ChatGPT that exposes read-only Financial Modeling Prep tools to build strict buy-side earnings-call evidence packs and score catalyst reports.

WeatherMCP

Provides weather information using Open-Meteo API without requiring an API key. Supports weather queries by city name or coordinates with customizable temperature units.

Simple MCP

A modular MCP server that provides comprehensive system automation capabilities including file operations, Telegram integration, job scheduling, system control, and YouTube downloads. Features persistent data storage and a clean architecture for easy extension and maintenance.

mcp-glassbox

An MCP server that enables running tests and retrieving filtered telemetry summaries and on-demand logs to prevent LLM token overflow. It supports Docker and Playwright integration to provide detailed insights into network requests, console errors, and backend logs.

mcp-server-blm-mlrs

Enables querying and retrieving details of U.S. BLM geothermal leases from the MLRS database, including search and single-lease lookup.

renfield-mcp-tracking

Multi-carrier parcel tracking server that communicates directly with carrier APIs (DHL, UPS, FedEx, etc.) without third-party aggregators, providing normalized tracking status and events.

NanoSearchMCP

Provides web search, page fetching, and A-stock data access (financial reports, announcements, research reports, penalties, IR meetings) via MCP tools.

Budget Governor

Budget Governor gives autonomous AI agents a hard spend limit. One budget_clear call before each LLM request checks the agent's envelope and deducts the estimated cost. Stops runaway billing before it starts. No self-hosting required.