Discover Awesome MCP Servers

shell-0

Provides direct, unsandboxed local machine access via filesystem, Python, Node.js, and shell commands for MCP agents.

Agent Accessibility Scorer

MCP server that scores how usable websites are for AI browser agents by analyzing accessibility trees, providing prioritized fixes, and enabling an improvement loop with baseline comparisons.

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.

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.

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.

swagger-doc-explorer-mcp

Enables progressive exploration of Swagger/OpenAPI API documentation. Supports loading multiple specs, browsing endpoints and schemas, and searching across documentation.

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.

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.

RapidApp MCP Server

Máy chủ MCP cho Cơ sở dữ liệu PostgreSQL Rapidapp

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

Một máy chủ điều khiển Windows được xây dựng bằng nut.js và Giao thức Ngữ cảnh Mô hình (MCP), cung cấp khả năng điều khiển bằng chương trình các hoạt động của hệ thống Windows bao gồm chuột, bàn phím, quản lý cửa sổ và chức năng chụp màn hình.

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。

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.

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.

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.

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.

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.

pz-nitrado-mcp

MCP server for managing a Nitrado-hosted Project Zomboid server. It lets you check status, edit sandbox settings, manage mods, and tail logs through natural language.

Confluence MCP Server

A server that enables AI models to interact with Confluence Data Center through REST API, providing operations like searching, reading, creating, updating, and deleting pages.