MCP-RAG
AI-powered Chat System with multiple MCP servers.
Directory
Search MCP Servers
Agentmemory
MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase +…
Fastcrw
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API…
OpenWeb Ninja MCP
Official MCP server for OpenWeb Ninja: 40+ real-time web data and SERP APIs (Google Maps, Amazon, jobs, Zillow, Trustpilot, web search, news, finance) exposed…
Careerproof
Career and workforce intelligence built on a deep HR ontology — skill taxonomies, role definitions and responsibilities, compensation and incentive structures…
Exa Search
Provides real-time web search capabilities through the Exa Search API, enabling up-to-date information retrieval and content scraping from specific URLs.
Kodadocs
AI-generated help docs for your web app in minutes, not weeks. KodaDocs is a Claude Code MCP server that reads your codebase, captures screenshots with a…
pixserp
Cited live-web search for AI agents — web, news, places, shopping, flights, hotels, YouTube — one MCP tool.
Fetch (Web Content & YouTube Transcripts)
Fetches web content and YouTube video transcripts, converting HTML to Markdown and extracting timestamps for reference in conversations.
Browser Use
Enables AI assistants to interact with web browsers through a FastAPI server for web browsing, content extraction, and automation tasks with configurable LLM…
302AI Web Search
A web search server powered by the 302.AI API.
Brave Search
Integrates with Brave Search to enable web and local business searches with detailed information retrieval, including ratings, hours, and descriptions for both…
Web Search (Brave)
Integrates Brave Search API for real-time web information retrieval, dynamically categorizing queries to proactively fetch current events, weather, sports…
Perplexity
Integrates Perplexity AI's API, enabling web-based research and cited answers through real-time search capabilities.
Wojtyniak MCP
# MCP-MCP: Meta-MCP Server [
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> [
mcp-server-for-rag
# RAGのためのMCPサーバーマイクロサービス群 WebページをクロールしてElasticsearchに保存し、Claude Desktop や Cline から検索できるようにするMCPサーバーです。 Dockerだけで完結するため、ローカル環境を汚さずにすぐにRAG（検索拡張生成）を試すことができます。…
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…
Burn Mcp Server
# Burn — Personal Knowledge Base MCP Server [](https://www.npmjs.com/package/burn-mcp-server)…
MCP RAG
AI-powered Chat System with multiple MCP servers.
Deep Research MCP Server 🚀
MCP Deep Research Server using Gemini creating a Research AI Agent
Knowledge MCP Server
# Knowledge MCP Server A Model Context Protocol (MCP) server that provides tools for managing and querying knowledge bases through vector databases. This…
MCP Server for Deep Research
# MCP Server for Deep Research MCP Server for Deep Research is a tool designed for conducting comprehensive research on complex topics. It helps you explore…
Local RAG
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨