MCP servers tagged rag
4.8K live MCP servers tagged "rag", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with rag.
Open Nuechat
Open-Nuechat: The Lightweight, Agentic Alternative to Open WebUI
RAG MCP Project
An intelligent HR assistant that orchestrates multiple data sources using Model Context Protocol (MCP) and Retrieval-Augmented Generation (RAG) to provide accurate, context-aware…
Nfrx
nfrx is an inference exchange gateway
Agent Session Mirror
Best AI Coding Agent Observability Tool 2026 - Self-Bench & Semantic Search
Dsm MCP
Dynamic Segmented Memory (DSM) engine for AI agents via Model Context Protocol (MCP).
Web Search Addon For Offline LLM
RAG + offline MCP Server for llama.cpp and LM Studio | web search during Iran internet disruptions
Metis PH
A Research Cortex. A research companion for Claude. Your library, notes & memory stay on your machine; answers cited from your own library; 30+ specialist skills; auto cross-polli…
Clawpedia
The AI Agent Knowledge Base — 287+ articles for and about AI agents. MCP server, REST API & JSONL dataset (CC BY 4.0)
AskAi
Open Source RAG based index, search, summarisation and AskAI LLM project. Complete product end to end ready to use.
Agentic Quant Studio
Agentic Quant Studio — An intelligent workspace for building autonomous AI agents in quantitative finance. Research, code generation, backtesting, and RAG-powered knowledge — all…
Z Winnow
winnow — 把群聊噪声压缩为结构化知识：LangGraph 降噪管道 + L3 知识层 + MCP 接口 + 长期群记忆
Sage Audit
The Unified 3-Pillar Audit Engine for SEO, Entity AEO, and Generative Engine Optimization (GEO). CLI + Python library + MCP server.
Disk.Brain
Local semantic search over the documents on your own Mac. OKF knowledge bundle, hybrid retrieval, MCP server. Nothing leaves the machine.
MCPedia
Turn any local codebase or documentation folder into a searchable knowledge base that AI tools can use through the Model Context Protocol.
Pollux
Six-agent system for customer support, employee Q&A, and ops workflows — same LangGraph agents runnable under two interchangeable transports: Anthropic MCP and Google A2A. Live de…
Pawrecall
🐾 Every conversation leaves a print. Cross-agent AI conversation history search — one Python file, zero deps, MCP + CLI + skill, perfect CJK.
Cks MCP
The operational interface between LLMs and verifiable knowledge — MCP tools, autonomous agents, CRDT replication, and a visual studio.
Senior Code MCP
MCP server giving coding agents semantic + structural search over your codebase, so they reuse proven patterns instead of guessing. Finalist - Cursor × Superteam Geor…
Tmcra
Full-stack, self-hosted memory infrastructure for AI agents: algorithms, traceable recall, knowledge graph, API/SDK/MCP, apps, deployment, benchmarks, and custom-memory adapters.
OpenMob
Your phones on your desktop — and in Claude. Open-source Android + iOS device lab: live mirror, tap/type, app-scoped logs, Flutter hot reload, an lldb debugger, and an MCP server…
Lingtai MCP
Self-evolving knowledge management system: Obsidian vault + a zero-dependency MCP server (86 tools). Refines raw materials into structured knowledge, evolves its own rules, and ru…
Shelfmark
Local hybrid retrieval (BM25 + embeddings) for agent memory & code, in one SQLite file. No cloud, no services. MCP server included for Claude Code and other agents.
Genai Agents Handbook
Production-ready templates and concepts for AI Engineering. Featuring advanced RAG pipelines, multi-agent workflows, prompt optimization, and MCP server integrations for extending…
AI Powered SQL Assistant
AI Powered SQL assistant
Custom MCP Servers
Learn the ins and outs of Model Context Protocol, MCP servers, and custom implementations
Agentic Rag MCP
Multi-agent RAG (LangGraph) exposed as an MCP server: plan -> retrieve -> synthesize -> self-critique with citations. Claude + pgvector + Voyage + Firecrawl.
JAR A2A Protocol
Diseño e Implementación de interconexión entre LLM y Espacios de Datos
Langgraph Claude Azure MCP
An intelligent Model Context Protocol (MCP) server for Azure AI Search integration with Claude Desktop - Transform enterprise document search into natural AI conversations using L…
Voice App
Agentic Product Catalog
Web Rag Fusion MCP Server
A powerful RAG (Retrieval-Augmented Generation) server with dynamic embedding provider support via the Model Context Protocol (MCP)
Friendantial
Get prepared with your day-by-day investment portfolio with AI financial agent. 주식 AI Agent (국장 종목 추천 프로그램)
Agent Starter Kit
A complete starter kit for building custom AI agents using the Model Context Protocol (MCP). Includes a minimal MCP server, OpenAI integration, and sample tools to help developers…
Campus Chatbot
一个为高校设计的、会自我进化的AI智能服务中枢。集成RAGFlow, LLM, MCP工具调用，提供开箱即用的私有化部署方案。
Quid
Quid is a plugin-based web scraping framework designed to extract structured data from complex websites requiring authentication.
Learn AI By Building
A hands-on journey into AI by building small projects with Laravel, Vue, and modern AI tools. You will get each and everything in this single repo from notes to hands on practical…
Rag Knowledge MCP
My RAG knowledge base MCP server
Gen And Agentic AI Udemy
Hands-on exploration of Generative and Agentic AI — covering tokenization, prompt engineering, RAG pipelines, memory-enabled agents, MCP servers, and LangGraph-based orchestration…
Powered Agentic RAG Application
A fully functional and intelligent application capable of fielding complex queries by dynamically sourcing the best possible context for a truly accurate answer leveraging agentic…
Memory Implementation
Production-ready MCP Memory Service implementation with multi-client support, distributed sync, and cloud-ready architecture
Bedrock MCP Agent
Agente de AWS Bedrock integrado con Model Context Protocol (MCP)
AiAgents
AI agent patterns in C# / .NET 10 — 6 working projects covering tool orchestration, ReAct loops, RAG with grounded retrieval, MCP server implementation, and agent memory systems.…
GitHub Documentation Rag Agent
RAG agent that ingests GitHub's official documentation, embeds it with local Ollama LLMs, and serves semantic search via a PostgreSQL pgvector database.
Rag Project
Retrieval-Augmented Generation project
Ragtag MCP
A simple MCP server for indexing and running RAG search on local documents
Try Make MCP
A Model Context Protocol (MCP) service production factory. Standardizes and pipelines the creation of high-quality MCP services.
Cuba Memorys
Provide AI agents with long-term memory using a neuroscience-based knowledge graph and Model Context Protocol for improved coding assistance.
Agent MCP Rag Projects
Physical AI & Humanoid Robotics textbook (8 chapters, Docusaurus, RAG chatbot on Qdrant + Gemini, Urdu localisation) and a full-stack multi-agent todo app (OpenAI Agents SDK, 6-to…
Ragdoll
Retrieval-Augmented Generation Driven by Offline Local LLMs
Knowledge Base Template
Self-hosted, hybrid-search knowledge base exposed as an MCP server. Deployment template for organisation-internal knowledge work.
ClaudeJournal
Your Claude Code sessions, told back to you as a diary you can read, listen to, search, and ask questions of — entirely on your own machine.