MCP servers tagged rag
4.9K 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.
Nesift
Fast, local semantic search over web content for AI agents. Hybrid BM25 + potion-retrieval-32M embeddings, cross-page dedup, token-budget mode, MCP server, SearXNG bridge. ~90% fe…
Sentient AI
Open-source voice agent platform with visible reasoning. Build a roster of AI experts with their own retrieval, guardrails, rules and RAG sources - configured from the UI, with pe…
Tensory
Tensory — Claim-native MCP Memory Server. LLM claim extraction → Graph + Vector + SQLite. Zero-setup persistent memory for Claude, Cursor & any MCP client.
Dir2mcp
Turn any folder into an MCP knowledge server: local-first indexing, hybrid search, answers with span-level citations.
Annas Archive Create Skill
Convert methodology books from Anna's Archive into Claude Code skills using the Model Context Protocol.
Pinakes Rs
Self-hosted knowledge service for AI agents: an LLM-maintained wiki and a business graph, searched in milliseconds, far faster than RAG, with no LLM or database on the read path.…
Cursor History MCP
API service to search vectorized Cursor IDE chat history using LanceDB and Ollama
Axon
Self-hosted RAG stack for crawl, scrape, search, ingest, query, and ask workflows with Qdrant, TEI embeddings, Chrome rendering, MCP/CLI/REST, and Gemini synthesis.
Chatty
Open-source, self-hostable Zendesk and Intercom alternative for AI customer support: chat widget, shared inbox, real-time voice, Multimodal RAG, and MCP.
Tusk
Agent memory you can code-review. Tusk indexes a folder of markdown into a typed, searchable graph your agents query over MCP. It stays plain files in git, and tusk doctor fails C…
Mnemo
On-prem, MCP-native memory for AI agents in regulated settings: every write lands in a SHA-256 hash-chained log an auditor can verify offline, without trusting the store or the ve…
Minio MCP Server
A Model Context Protocol (MCP) server that provides a bridge between MCP-compatible clients and MinIO object storage. This server exposes MinIO operations as MCP tools for seamles…
Awesome Laravel AI
Awesome Laravel AI — curated packages, tools, tutorials and examples for building AI agents and apps with Laravel
Agentic Rag
MCP Server for Agentic RAG applications
Arxiv MCP
FastMcp 3.2 server plus webapp for human/agentic arxiv and doi paper search, rag and store
Quantcouncil
QuantCouncil: A-share multi-agent research and paper-trading platform (LangGraph, MCP, RAG, FastAPI, React)
Garage61MCP
MCP server for Garage61
Knowledgebase MCP
A high-precision local knowledge base server (RAG) that implements the Model Context Protocol (MCP).
Markdown Notes MCP
A semantic search system for Markdown notes with Model Context Protocol (MCP) server integration. Build searchable embeddings indexes from your Markdown files and expose them via…
Telegram Bot API
Provides full coverage of the Telegram Bot API with 166 methods across all API categories.
GrabMaps MCP Server
Provide seamless access to GrabMaps geocoding and routing services across 8 countries in Southeast Asia through a standardized MCP interface. Enable AI models and applications to…
LinkedIn Profile Data Mining Server
Enable advanced LinkedIn profile search, extraction, and contact information enrichment through a powerful MCP server. Leverage AI-powered query expansion, smart filtering, and mu…
Easy Memory
Easy Memory MCP - Dual-engine embedding service with Qdrant vector store
Dotnet Mtp Coverage MCP
MCP server for analyzing code coverage from MTP-based .NET test projects
Contextplus Rs
Context+ MCP server rewritten in Rust — 17 semantic code analysis tools with Ollama embeddings, zero-copy caching, native tree-sitter
SourceSync.ai MCP Server
Integrate your AI models with SourceSync.ai's knowledge management platform. Seamlessly manage, ingest, and search your documents while leveraging external services for enhanced d…
ssd-ai
AI development assistant that implements the **Model Context Protocol (MCP)** standard. It provides 36 specialized tools through natural language keyword recognition, helping deve…
Openmediavault
MCP server for OpenMediaVault NAS — storage, shares, users, and system management
dragogargo/mcp-sysmon
hungry processes, diagnose performance issues, and kill processes via AI.
Knowerage
Local MCP server that tracks AI analysis coverage against your codebase
DevBitsLab.Mcp.SourceGraph.Tool
Live code source graph MCP server for .NET solutions. Indexes C#/Roslyn into SQLite + FTS5 and exposes graph queries (find_definition, find_references, list_callers, neighborhood,…
Langgraph Multi Agent
🤖 Production-grade Multi-Agent AI Chatbot — LangGraph + RAG + Web Search + Python Execution via MCP | Built with LangChain, Pinecone & FastMCP
io.seaworthy/mcp
Disability insurance MCP: a quote_request action plus carrier and coverage research tools.
TheGoatPsy/mneme
native, accountable memory for Claude Code and any MCP client. Markdown is the source of truth, no LLM on the Stop path, redaction before every derived store.
relayer-mcp
Install and manage a self-hosted XNS Relayer — S3-compatible distributed object storage — conversationally over stdio. 15 tools cover prerequisites, account registration, install,…
quillrag
Single-binary local RAG MCP server in Rust. MiniLM compiled in, hybrid search, zero deps.
Kura
Kura — the knowledgebase for humans and agents. Agent-native docs infrastructure, built on June.
Dnd Rules MCP Server
D&D Rules MCP Server
Harborclerk
An MCP server that lets AI agents query your document archive instead of uploading it — with OCR, hybrid search, and cited local-AI answers in a private, Mac-native app.
Doc Search MCP
Local MCP server that indexes PDFs, EPUBs, HTML, Markdown and text files and makes them searchable by LLM coding agents — keyword (FTS5/BM25), semantic, and hybrid search, entirel…
Rag With Chromadb
🗂️ Build a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.
Codebase Agent MCP
A sub-harness (both an MCP server and an MCP client). Delegates documentation and source code analysis, as well as interactions with related context-providing MCP servers, to a lo…
Smartlead MCP
MCP server for SmartLead.ai — 67 tools on Cloudflare Workers. Manage campaigns, leads, email accounts, analytics, webhooks, and more through Claude or any MCP client.
Langent MCP One Click Kit
내 문서(PDF·TXT·MD 등)를 AI가 읽고 검색하게 만들고 3D 지식 성운으로 시각화하는 Windows 원클릭 키트. MCP로 Claude·Cursor 등 AI 도구에 연결. 한/영 왕초보 가이드 포함.
Agentic AI Learning Roadmap
Local-first hands-on roadmap for learning Agentic AI, RAG, MCP, multi-agent systems, and production AI apps.
Sokkan
The helm, not the autopilot — self-hosted cockpit for parallel Claude Code sessions, with your project memory auto-injected at spawn.
Juridix
Assistant juridique IA desktop souverain — interroge Légifrance et JUDILIBRE, traite les documents consultés par IA (synthèse, RAG, via Albert API de la DiNum), 100% local, sans s…
Wflow MCP
MCP server for wflow (www.wflow.com) — documents, storage, approvals, registers, organization management (80 tools)
GraphScholar
Graph RAG knowledge base for research papers — Neo4j + MCP
Prometheus Memory
🌐 EN/PT/ES/中文 · Hierarchical L0-L3 memory layer for AI agents — second brain with Web UI (4 languages), multimodal RAG, notes, and skill generation. Add-on for Mnemosyne. Windows/…