Awesome MCP Servers

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

Integrate with FreeCAD, a free and open-source parametric 3D modeler, via a Python bridge.

A server to interact with FreeCAD models using the Model Context Protocol (MCP).

A Python-based MCP server for data scientists to run Python code with a Claude client.

Interact with the Futarchy protocol on the Solana blockchain.

A server for interacting with the Futarchy protocol on the Solana blockchain.

A quantitative analysis platform for Futu Securities, offering intelligent caching, technical analysis, and pattern recognition.

An MCP server for the Fyers API v3, featuring automated OAuth authentication.

Integrates Galley's GraphQL API with MCP clients. It automatically introspects the GraphQL schema for seamless use with tools like Claude and VS Code.

Generate 2D and 3D game assets using AI models hosted on Hugging Face Spaces.

A Model Context Protocol (MCP) server for tool integration, configured using a tools.yaml file.

A gateway server that intelligently routes MCP requests to multiple backend servers based on external configuration.

A gateway server that intelligently routes MCP requests to multiple backend servers.

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.

An MCP server that enables LLM clients to interact with GDB for debugging and binary analysis.

Integrates Google's Gemini for advanced codebase analysis, web search, and processing of text, PDFs, and images.

Integrates with the unofficial Google Gemini CLI, allowing file access within configured directories.

An MCP server and CLI wrapper for Google's Gemini CLI, featuring OAuth authentication support.

A RAG-based Q&A server using a vector store built from Gemini CLI documentation.

Generate images using Google's Gemini API.

Generate high-quality images from text prompts using Google's Gemini model.

Image generation using Google's Gemini API.

Generate high-quality images using Google's Imagen 3.0 model via the Gemini API.

An MCP server that orchestrates Google Gemini and Claude Code models via the OpenRouter API.

An MCP server for interacting with Google's Gemini models through the Gemini CLI.

A server for integrating with the Google Gemini CLI to perform AI-powered tasks.

A client for Google's Gemma-3 model that enables function calling through MCP.

The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models.

A generic server to interact with any REST API, allowing you to query data, create items, and call methods.

A server that uses a Genetic Algorithm to solve maximization problems.

Converts a USER-STORIES.md file into README, ROADMAP, and SYSTEM-ARCHITECTURE documents for the GenSpec workflow.