MCP RAG Server
# MCP RAG Server MCP RAG Serverは、Model Context Protocol (MCP)に準拠したRAG（Retrieval-Augmented Generation）機能を持つPythonサーバーです。マークダウン、テキスト、パワーポイント、PDFなど複数の形式のドキュメントをデータ…
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MCP Server for Up-to-Date Library Documentation
# MCP Server for Up-to-Date Library Documentation [](https://www.python.org/)…
SerpApi MCP Server - Python
<html> <head> <meta name="google-site-verification" content="7IUYOCgEkfkiWIEriwc2wXkKfrWOHg2SzPp8BKGEh7g" /> </head> </html> # SerpApi MCP Server - Python A…
Semantic Sift
# 🔍 Semantic-Sift **The Reasoning-First Middleware for High-Fidelity Agentic Workflows.** [
Documentation MCP Server with Python SDK
# Documentation MCP Server with Python SDK ## Prerequisites - `uv` package manager, (optional but **highly recommended**) - claude desktop or cursor (…
MCP Notes Server
# MCP Notes Server A simple MCP (Message Coordination Protocol) server that provides access to notes stored in `~/DocumentationGenerator/notes/`. ## Setup 1…
Crawl4ai Rag
<h1 align="center">Crawl4AI RAG MCP Server</h1> <p align="center"> <em>Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants</em> </p> A…
Confluence
# Confluence MCP Server A FastMCP-based server that provides seamless integration with Confluence's REST API, enabling programmatic access to Confluence…
Readium Mcp Server - Git To Markdown
# Readium MCP <p align="center"> <img src="https://raw.githubusercontent.com/pablotoledo/readium/main/logo.webp" alt="Readium MCP" width="200"> </p> [
Documentation Hub MCP Server
# Documentation Hub MCP Server A Model Context Protocol (MCP) server for intelligent documentation retrieval across multiple technical domains. ## Overview…
MCP Server with FAISS for RAG
# MCP Server with FAISS for RAG This project provides a proof-of-concept implementation of a Machine Conversation Protocol (MCP) server that allows an AI agent…
OBSIDIAN-MCP-SERVER
# OBSIDIAN-MCP-SERVER LLM Agent와 연동 가능한 Model Context Protocol (MCP) Stdio 서버입니다. 이 서버는 LLM Agent가 Obsidian 관련 기능을 활용할 수 있도록 Python 기반의 Obsidian 관련 기능들을 제공합니다…
MCP Knowledge Base Assistant
An intro to MCP: an MCP server with a knowledge base tool containerized with Docker and connected to a client-side python application using SSE
Velocirag
# 🦖 VelociRAG **Lightning-fast RAG for AI agents.** _Four-layer retrieval fusion powered by ONNX Runtime. No PyTorch. Sub-200ms warm search. Incremental graph…
MCP Python SDK Documentation
Read the docs Documentation for the MIT decentralized AI, MCP hackathon
MCP-Mem0: Long-Term Memory for AI Agents
<h1 align="center">MCP-Mem0: Long-Term Memory for AI Agents</h1> <p align="center"> <img src="public/Mem0AndMCP.png" alt="Mem0 and MCP Integration"…
Contextual MCP Server
# Contextual MCP Server A Model Context Protocol (MCP) server that provides RAG (Retrieval-Augmented Generation) capabilities using Contextual AI. This server…
MCP with RAG Demo
This demonstration project shows how to implement a Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG) capabilities. The demo allows…
Notion_mcp_server
## Setting Up Notion API Key and Permissions ### Creating a Notion API Key 1. **Go to Notion Integrations:** - Visit [Notion…
Ilograph MCP Server
# Ilograph MCP Server A comprehensive Model Context Protocol (MCP) server for automated Ilograph diagram generation from codebases. This server analyzes source…
MCP Server for Documentation Search
# MCP Server for Documentation Search This project implements a custom MCP (Model Control Protocol) server that enables Claude to search through documentation…
🧠 MCP Wiki Reader
# 🧠 MCP Wiki Reader A simple MCP tool for extracting and converting Wikipedia article content to Markdown using a FastMCP server. Built with `uv` for fast and…
AWS Knowledge Base MCP Server
# AWS Knowledge Base MCP Server ## Usage <table><tr><td>Claude Desktop</td><td>GitHub Copilot</td></tr><tr><td> ```json { "mcpServers": { "knowledge-base": {…
Docx/doc-MCP
A powerful Word document processing service based on FastMCP, enabling AI assistants to create, edit, and manage docx files with full formatting support…