GitHub Repository Assistant
# GitHub Repository Assistant A tool that uses the MCP (Model Control Protocol) to connect Claude with GitHub repositories, allowing users to analyze code and…
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mcp-security-sandbox
MCP Security Playground - Hack with MCP Servers, MCP Clients. Try out different vulnerabilities and abuse LLMs and agents in a UI friendly experimentation lab
MCP Server Cookie Cutter Template
A cookiecutter template for creating MCP (Model Control Protocol) servers
Llama Hot Swap
MCP server for hot-swapping llama.cpp models in Claude Code - launchctl (macOS) + systemd (Linux)
MCP LLaMA
An MCP server with weather tools and LLaMA integration.
MCP JIRA Server
MCP (Model Context Protocol) server for JIRA integration
Open Source MCP CLient Library
<picture> <img alt="" src="./static/image.jpg" width="full"> </picture> <h1 align="center">Open Source MCP CLient Library </h1>…
Kemdicode Mcp
<p align="center"> <img src="kemdi-code-mcp-logo.png" alt="kemdiCode MCP" width="420" /> </p> <h3 align="center">Model Context Protocol Server for AI-Powered…
CodeView MCP 🪄
AI-powered code-review toolkit: MCP server + CLI to analyze GitHub PRs with local LLM smells, cloud LLM summaries, inline comments, risk gating, and test stub…
Next.js MCP Server
A Next.js-based MCP server with OAuth 2.1 authentication support using Google as the default provider. Requires a PostgreSQL database and optionally Redis for…
LlamaIndex Documentation
Provides a RAG-powered query interface to LlamaIndex documentation, delivering detailed responses with code examples using LlamaCloud's managed index service
Perplexity AI
Connects Claude Desktop to Perplexity AI's language models through a lightweight proxy, offering web search capabilities with llama-3.1-sonar-small-128k-online…
Arkheia Hallucination Detection
Detect fabrication and hallucination in any LLM output. Score responses from GPT-4o, Claude, Gemini, Llama and 30+ models. Free tier included.
MCP + Ollama Local Tool Calling Example
# MCP + Ollama Local Tool Calling Example This project demonstrates how a local AI agent can **understand user queries** and **automatically call Python…
Mcp Llm Fastapi Ui
A model that uses streamlit as frontend and MCP server(notion and postgres tools) and FAST API for integration
GraphMemory-IDE: AI-Powered Collaborative Memory Platform
AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server
HR Policy Chatbot
Enables HR departments to provide workplace policy information through a RAG-based chatbot that indexes, retrieves, and generates answers from PDF…
MCP Servers for Developers
**English** | [中文](https://github.com/theriseunion/awesome-mcp-servers/blob/main/README_cn.md) # MCP Servers for Developers ## Introduction This document…
Wazuh MCP Server
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident…
🚀 MCP File System API
MCP implementation code that sets up the server, integrates the LLaMA model for summarization, and serves it via a Flask application.
automcp
Easily convert tool, agents and orchestrators from existing agent frameworks to MCP servers
Project Scope
A production-ready MCP server that gives AI agents deep codebase understanding. Features AST-based semantic analysis, context-aware security scanning (zero…
OpenRouter Conversation Manager
Provides a unified conversation management system for OpenRouter's language models with features like token counting, context window management, and filesystem…
Brave Search
Integrates with Brave Search to enable web and local business searches with detailed information retrieval, including ratings, hours, and descriptions for both…