Awesome MCP Servers

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Exposes local Mac system information through a simple API for AI assistants.

An intelligent server for code analysis, collection, and documentation generation using the OpenAI API.

A Node.js MCP server example for the OpenWeather API, requiring an API key.

Provides runtime debugging access to Node.js applications for code editors like Cursor or Claude Code.

A sample MCP OAuth server implementation using Next.js, providing OAuth 2.1 authentication with Google and PostgreSQL.

MCP of MCPs is a meta-server that merges all your MCP servers into a single smart endpoint.
It gives AI agents instant tool discovery, selective schema loading, and massively cheaper execution, so you stop wasting tokens and time. With persistent tool metadata, semantic search, and direct code execution between tools, it turns chaotic multi-server setups into a fast, efficient, hallucination-free workflow.
It also automatically analyzes the tools output schemas if not exist and preserves them across sessions for consistent behavior.

A TypeScript agent that integrates MCP servers with Ollama, allowing AI models to use various tools through a unified interface.

A universal command-line interface (CLI) gateway to the MCP ecosystem, integrating multiple MCP servers, AI models, and transport protocols.

A secure MCP-to-OpenAPI proxy server that converts MCP tools into OpenAPI compatible HTTP servers, with support for multiple server types and automatic API documentation.

Turn any OpenAPI/Swagger spec into Claude tools. Zero config, zero code.

Connect to any OpenAPI-based API with built-in OAuth2 authentication management.

A high-performance MCP server for comprehensive options order flow analysis.

Aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading

A server for detecting critical performance issues in code, providing concise analysis and output.

A demonstration MCP server implementation in Go featuring real-time bidirectional file communication.

A playground for MCP implementations featuring multiple microservices, including news and weather examples.

Automate web testing and tasks by connecting Claude Desktop with Playwright.

A proof-of-concept MCP server built with Node.js and TypeScript, compatible with Claude Desktop.

Manage Docker containers through the Portainer API.

A lightweight, extensible MCP server for running prompt-based tools and file utilities, with support for custom prompts.

Automates the setup of new AI-powered MCP server development projects.

A starter project with setup instructions and example MCP servers, including a weather server.

Tools for logging, analyzing, and improving Claude Desktop prompts to enhance prompt engineering skills.

Optimize prompts with research-backed strategies for 15-74% performance improvements.

Provides preset prompt templates as tools to assist clients like Cursor and Windsurf in executing various tasks.

A thin proxy that allows clients to connect to MCP servers over HTTP without streaming transport.

A proxy server for MCP requests, supporting SSE and stdio transports.

A bidirectional MCP proxy connecting stdio and Server-Sent Events (SSE) with OAuth support.

Open-source local MCP proxy server. Routes multiple MCP servers through a single endpoint with BM25 tool filtering, quarantine security, activity logging, and web UI.

Aggregates multiple MCP resource servers into a single interface using a JSON configuration file.