mcp-gitlab MCP Server (English)
[中文版](./README.md)  [
Agile Planner MCP Server (v1.3.3) - AI-Powered Agile Backlog Generator
[](https://mseep.ai/app/cyberlife-coder-agile-plan…
Lemonade
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord…
Weave MCP Server + Client Linked Traces:
# Weave MCP Server + Client Linked Traces: This repo is taken from the example in Arize-ai/phoenix and adapted to export to wandb/weave. Note: There is a race…
MCP Server Tester
Automated testing tool for Model Context Protocol (MCP) servers - WORK IN PROGRESS
Dependency Context
An MCP server that provides AI assistants with contextual access to your project's dependency documentation, enabling more accurate responses about libraries…
PubChem MCP Server
Enables large language models to correctly query molecular databases and generate structure files
Derisk
AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system risk intelligent manager provides 7* 24-hour comprehensive and in-depth protection.
Python Interpreter Mcp
A Model Context Server providing simple features to automate python script execution via LLMs.
End-to-End Agentic AI Automation Lab
This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG…
Excel MCP Server 🚀
# Excel MCP Server 🚀 This project implements a lightweight **Model Context Protocol (MCP)** server for Excel automation, powered by **OpenAI's ChatGPT…
MetaTrader MCP Server
A Model Context Protocol (MCP) server built with Python that enables AI LLMs to trade using the MetaTrader platform. It integrates with MetaTrader 5 to execute…
Gaia MCP Server
# Gaia MCP Server > **⚠️ DEPRECATED** > > This repository is deprecated and is no longer actively maintained. Please use the new Go implementation instead: > >…
QuantConnect
Dockerized Python MCP server that lets LLMs like Claude or OpenAI o3 Pro autonomously create projects, backtest strategies, and deploy live-trading workflows…
mcpx-py
Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps
mediamcp
Generate and edit images and create video (Veo, Sora, Seedance) from any AI agent via OpenRouter or any OpenAI-compatible API — files saved to disk with inline…
Docsearch Mcp
A local‑first document search and indexing system that provides hybrid semantic + keyword search across local files (including PDFs) and Confluence pages…
Ultra-MCP-Servers
Ultra MCP servers that we have made and tested
fish-speech-mcp
An MCP server for text-to-speech synthesis (TTS) for LLMs.
Feyod MCP Server
Model Content Protocol (MCP) server for querying Feyenoord football match data using natural language.
Spring Boot AI MCP Client
A Spring Boot application for interacting with MCP servers using Spring AI Chat Client and Rest Controller
Mcp File Tools
MCP server for file operations with non-UTF-8/Unicode encoding: Cyrillic, CP1251, CP1252, ISO-8859, KOI8 auto-detection
Audacity MCP Server
This project implements an MCP (Model Context Protocol) server that connects to Audacity via its mod‑script‑pipe interface. Using named pipes, it sends…
Deriv API Server
An MCP server and OpenAI function calling service for interacting with the Deriv API.