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MCP servers tagged retrieval-augmented-generation
253 live MCP servers tagged "retrieval-augmented-generation", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with retrieval-augmented-generation.
Code Pop
AI-native code intelligence infrastructure / 面向 AI Agent 的代码智能基础设施 支持中文自然语言检索
Ondocs
Make your docs answerable by people and by agents, from one static index: a cited Ask box, an MCP server and llms.txt, on your own function and key, with no vector database and no…
Agent
Local-first Cognitive Execution Platform for Multi-LLM Orchestration, Autonomous Workflows, Persistent Memory & Offline Learning
Rag
Local semantic code search for ZCode — one Rust binary: local vector index, MCP server, your embeddings.
Nora AI Knowledge Agent Harness Public
Nora Intelligence System — self-hosted knowledge assistant with MCP retrieval (BGE/Qdrant), PostgreSQL conversations, and manual versioned ingestion. Public source snapshot.
The Pensieve
One simply siphons the excess thoughts from one's mind, pours them into the basin, and examines them at one's leisure. It becomes easier to spot patterns and links, you understand…
Ferrex
Persistent memory for AI agents. Stores facts, events, and procedures with intelligent retrieval, entity resolution, and staleness scoring. Fully local.
Graphrag Code
🕸️ Code knowledge graph for Claude Code & AI coding agents — index TypeScript, NestJS, React into Neo4j and query architecture in Cypher
Rag Forge
Production-grade RAG pipelines with evaluation baked in
Fetchium
Rust-native universal retrieval layer for humans and AI agents — search, extract, rank, and synthesize the web. CLI + REST API + MCP server, with adaptive extraction (CEP), token-…
Wikipedia Agent
Query Wikipedia ZIM archives offline with a hybrid RAG system using Llama.cpp. Build local indexes for private, internet-free knowledge retrieval.
Groundwork
An agent that answers questions about AI engineering from a knowledge base about AI engineering, so every answer is also a worked example of the retrieval that produced it. LangGr…
andyliszewski/grounding-ai
first, no cloud dependency.
Rag Ferrite
Personal RAG engine — simple, fast, Rust. One binary (15 MB), one DB, native collections. MCP-native.
AI Agent Pipeline
🐙 AI Agent Pipeline routes queries by intent to docs, weather, or chat, with LangGraph, ChromaDB, and LangSmith for modular, observable workflows across CLI and UI.
Semango
🥭 Semango is a hybrid search engine that combines lexical (BM25) and semantic (vector) search. It ships with an MCP server, a simple HTTP API and optional embedded UI.
Token Enhancer
Reduce web pages to clean text before they reach your AI agent’s context window, saving tokens and cutting noise
Nanohype
Template catalog and SDK for AI subsystems — agents, RAG, MCP servers, eval harnesses, infrastructure. Part of the nanohype ecosystem.
TokenKeeper
Local RAG memory for Claude Code -- reduce prompt tokens by ~80% with hybrid semantic + keyword search
Servicenow Atlas
Local-first AI knowledge layer for ServiceNow development
Supernova MCP Rag
A practical POC demonstrating how to build and run a local MCP server with Retrieval-Augmented Generation (RAG) for semantic search over internal documentation. Leverages Node.js,…
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…
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…
Repository Mind
A desktop tool that turns GitHub repositories into evidence-based project reports and AI-readable indexes.
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.
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…
Lineage
A unified learning plus architectural framework for understanding and building AI systems. Lineage makes AI understandable, teachable, and extensible - by exposing the causal st…
Knowdrive MCP
Multiplayer RAG for your private data: multimodal semantic search over you and your team's knowledge base — the corpus stays out of the conversation. Login to send invites and sha…
Manicule
Self-hosted retrieval infrastructure for AI assistants. MCP-first search and grounded answers over a private corpus, with citations that resolve to a real location in a real docum…
Vyral
Portable contracts and local-first runtimes for canonical data, retrieval, durable execution, and agent-facing AI.
Prompt Refinery
Retrieval-grounded prompt refinement as a Python library, CLI, and MCP server
Self Doc
Self-hosted documentation RAG pipeline that serves semantic search to LLM agents over the Model Context Protocol.
Trellis AI
Shared context substrate for AI agents. Retrieval that learns what's useful. Runs local or cloud.
AI Video Search
🧐 Discover key moments in videos with natural language queries using AI, all running locally in your browser for fast and private searches.
Local AI Lab
Hands-on course for building local, private AI from scratch - RAG, MCP, LangChain, LangGraph. Runs on your machine (Python, Node.js & C#) with Claude Code, Ollama, Gemini, or Open…
Aethria
A full-stack AI learning platform powered by a multi-agent system
Living Knowledge
Privacy-first RAG over Obsidian notes using LibreChat + MCP
My Tiny Local AI Agent
Local-first chat agent that runs comfortably with small-context local LLMs (from 2B) without losing the original goal of a long conversation. Multi-window context with rollovers,…
Orchestrion
Deterministic multi-LLM orchestration with grounded, verified answers, an editable guardrail gate, and a live process dashboard.
Daily Reads About AI
This repository hosts an AI agent that runs daily and collects the most interesting English-language articles on:
Agentic Rag A2a MCP
A unified AI agent system integrating Retrieval-Augmented Generation (RAG), Agent-to-Agent (A2A) communication, and Model Context Protocol (MCP) for document processing, web searc…
Oncora
Oncora — A Reproducible, Uncertainty-Aware Agentic Reasoning Platform for Oncology Drug Discovery (Rust-native, on-prem, MCP)
Agentic AI Assistant With RAG
Agentic AI assistant that combines real-time weather, web research with RAG, and Neo4j graph storage into a single chat-based interface using MCP, FastAPI, Streamlit, and Docker.
Anthropic RAG
Self-hosted, always-fresh RAG pipeline over the Anthropic GitHub org — grounded, cited Q&A over docs + issues/PRs/comments, refreshed hourly and served to AI agents over an MCP se…
Dataaihub Cookbook
Runnable reference implementations for AI engineering — RAG, AI agents, MCP, and RDF/Knowledge Graphs.
Rag Eval MCP
Touchstone — know if you broke your RAG. An MCP server and CLI that score retrieval quality against a golden set: recall@k, MRR and hit rate, with no LLM calls.
Ihandai Go
Provider-agnostic Go AI framework for building RAG, agents, and AI-powered applications. Swap LLM providers without code changes — supports Ollama, OpenAI, and more.
AI Concepts
A dual-language workspace of AI/LLM projects in TypeScript and Python — LangChain, LangGraph, RAG, vector stores, MCP, and more. Includes concept docs, agents, RAG pipelines, and…
Llamacloud Rag MCP
🦙 Professional MCP server for LlamaCloud RAG - TypeScript implementation with automated setup for Cursor IDE