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…
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Docs MCP Server
A simple MCP server to search for documentation
🧠 Archive Agent
Find your files with natural language and ask questions.
mcp-server
MCP server that allows you to get the latest documentation
Qdrant with OpenAI Embeddings
Connects AI systems to Qdrant vector databases for semantic search using OpenAI embeddings, enabling contextual document retrieval and knowledge base querying.
OpenAI Agents
Exposes OpenAI's agent capabilities for web search, file search, and computer actions through specialized agents and a multi-agent orchestrator that…
CarsXE
# 🚗 CarsXE MCP Server A modular, extensible Model Context Protocol (MCP) server for querying and analyzing vehicle data from the [CarsXE…
MCP RAG Server
# MCP RAG Server <!-- Badges --> [](https://www.npmjs.com/package/@sylphlab/mcp-rag-ser…
MCP-RAG: Modular RAG Pipeline using MCP & GroundX
MCP server Implantation for RAG (GroundX API)
Notion ReadOnly MCP Server
# Notion ReadOnly MCP Server This project implements an optimized read-only MCP server for the Notion API, focusing on performance and efficiency for AI…
Mcp Client Typescript
The MCP Docs Server is a Node.js implementation of a Model Context Protocol (MCP) server that provides a powerful tool to search and retrieve up-to-date…
🌐 MCP-Server-101
This project 🌐 is a robust implementation of the Model Context Protocol (MCP), designed to facilitate seamless integration and interaction with various…
📘 MCP Server Documentation
# 📘 MCP Server Documentation This repository contains complete developer documentation for building, running, and integrating **Model Context Protocol (MCP)…
Robrain
Shared memory across your team and your AI agents — with judgment.
RAGDocs (Vector Documentation Search)
Enables semantic documentation search and retrieval using vector databases, allowing for URL extraction, source management, and indexing queues with support…
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 [](https://github.com/smith-and-web/obsidian…
Cursor Chat History Vectorizer & Dockerized Search MCP
API service to search vectorized Cursor IDE chat history using LanceDB and Ollama
Socraticode
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local MCP: managed indexing, hybrid semantic search, polyglot code dependency…
MemCP - Memory Context Protocol for AI Agents
A memory MCP for IDE AI agent context support based on the mcp_server example by Zep AI
Graphiti
Customized Graphiti MCP server for brainstorming knowledge graphs with specialized entity types for ideas, themes, stakeholders, constraints, and creative…
MCP Documentation Server
The MCP Documentation Server serves documentation for various applications using the Model Context Protocol (MCP). It organizes and exposes documentation…
Graphiti MCP Server • Fast Multi‑Project Knowledge Graphs
Graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti
LeetCode MCP (Model Context Protocol)
LeetCode MCP is a Python-based tool that fetches LeetCode problem descriptions and produces detailed explanations of multiple solution approaches. It is…