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

A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP).

A hub server for managing and scaling multiple MCP servers via flexible Streamable HTTP (SSE) endpoints.

A FastAPI-based gateway for the Model Context Protocol (MCP) designed to unify and scale AI toolchains.

Enables AI assistants to call any REST API or gRPC service by automatically converting their schemas into MCP tools.

A developer tool for testing and debugging MCP servers, supporting STDIO, SSE, and Streamable HTTP protocols.

A self-hosted MCP Server registry for private AI agents, supporting both PostgreSQL and SQLite databases.

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.

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

Expose R functions through the Model Context Protocol (MCP) for seamless integration with AI assistants.

Manage background processes for AI agents using the Model Context Protocol (MCP).

A proxy for routing requests to remote MCP servers.

A secure bridge for LLMs to safely execute command-line tools via the Model Context Protocol (MCP).

An enterprise-grade MCP tool management solution for simplifying AI Agent tool integration, service management, and system monitoring.

A Swift framework for building Model Context Protocol (MCP) servers with a simplified API.

Explore and understand codebases through conversation by breaking files into logical chunks for searching and querying without embeddings.

An iteration management tool to automate the collection and submission of iteration information to a CodeReview system.

Converts Markdown text to SVG images.

Interact with MediaWiki installations through the MediaWiki API as a bot user.

Enables LLM clients to interact with any MediaWiki wiki using the Model Context Protocol.

A server that provides a memory system for LLMs, enabling persistent conversations with various providers like OpenAI, Anthropic, and OpenRouter.

An AI-assisted development plugin that maintains persistent project context using structured markdown files for goals, decisions, and progress.

Provides AI-powered mentorship to LLM agents for tasks like code review, design critique, and brainstorming, using the Deepseek API.

Integrates the Merge Unified API with any LLM provider using the MCP protocol.

Generate mermaid diagram and chart with AI MCP dynamically.

Converts Mermaid diagrams to PNG or SVG images.

Connects to Heurist Mesh APIs to provide access to various blockchain and web3 tools.

An MCP server for intelligent tool routing, using a Qdrant vector database and LM Studio for embeddings.

Search Metal Framework documentation and generate code.

A proxy server that combines multiple MCP servers into a single endpoint, routing requests to the appropriate underlying server.

A self-hostable middleware to manage all your MCPs through a GUI and a local proxy, supporting multiple clients and workspaces.