MCP servers tagged rag
5.0K 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.
MediTrack
AI-powered clinical decision support system using RAG & LLMs for disease and drug assistance, YOLOv8 for X-ray pre-screening, Google Document AI for medical report extraction and…
Web Knowledge MCP
MCP-сервер для поиска и извлечения HTML/PDF в структурированные документы; интеграция с RAG остаётся на стороне клиента.
Bounded Agents
Deterministic orchestration for LLM pipelines: authority in code, phrasing in the LLM. Company research is the reference example.
DocQA
A simple UI for a RAG (Retrieval Augmented Generation) backend API to query documents or URLs and get context based answers
Frontend AI Patterns
Angular and TypeScript patterns for AI frontend systems: streaming UX, RAG citations, tool calling, MCP tools, approvals, state machines, and guardrails.
Doc Search Skill
Lightweight offline document search plugin for Claude Code. BM25 keyword search for PDF, Word, Excel, PPT with Chinese/English bilingual support.
Paperline
AI document intelligence SaaS with cited retrieval, structured extraction, workspace boundaries, MCP tools, evaluation, and release evidence.
Achilles
Self-hosted AI platform for companies: connect any provider and model, run and govern agents, track token spend, and ground every answer in your own knowledge. Postgres-only, no e…
Bobrain
Bobrain — a local-first multi-source RAG MCP server. Search your Obsidian vault and your repo's Markdown docs in one query, from Claude / Cursor / Claude Desktop. Hybrid BM25 + de…
The Agent Lab
46-session hands-on curriculum. LLM internals → agentic systems → production. Built with Claude, OpenAI, Ollama, LangGraph, and FastAPI. Run the labs, ship the code.
Multi Agent Rag
Config-driven multi-agent RAG with LangGraph (Researcher → Critic → Synthesizer), pgvector RAG corpus search, and a SolidJS dashboard. Includes a standalone MCP server for IDE int…
Aiagentic Comp
Agentic AI: Comprehensive Course. 5 days, 119 hands-on labs, from LangChain basics to production multi-agent systems with observability
Open Dungeon
Open source AI Dungeon
AI Inference Gateway
OpenAI-compatible API gateway with circuit breakers, RAG, MCP brokerage
ShodhRAG
Build a local-first AI assistant using retrieval-augmented generation, agents, and tool calling, powered by Rust for secure and fast performance.
Naviscope
Unified Code Knowledge Graph Engine for AI Agents & Developers
Nexamind
Full-stack AI Agent platform with LLM orchestration, MCP tools, RAG knowledge bases, tracing, billing, and Docker deployment.
Flight Report Agent
Multi-provider LLM travel recommendation agent with RAG-enhanced suggestions, Qdrant vector search, MCP server, and Claude Code integration. Generates comparative PDF reports with…
Productagent Evalbench
A local and optional-real-provider Agent evaluation bench for RAG, Memory, Skills, MCP-style tools, tracing, model benchmarking, and cost-controlled evaluation.
Qwen Local Guide
Interactive, 100% local build guide: run Qwen on a Mac mini M4 (16GB) → RAG + multi-agent shared memory. One self-contained, offline HTML file.
Sector Rotation Agent
Macro-driven, multi-agent AI that ranks equity sectors by business-cycle regime — RAG over 20 years of analogs + Fed narrative, with an audit/critic safety layer.
Pester
Accountability engine for founders — AI-powered knowledge vault with action tracking, semantic search, and multi-source sync
Lore Builder
FastMCP RAG corpus builder
Code Chunk
AST-aware chunking of code for contextual retrieval into the Unison brain.
Session Continuity Kit
Multi-turn session management for agent systems. Conversation history windowing, token budget management, context compression, and persistence. Adapters for Firestore, DynamoDB, R…
Predicta Digital Twin
Plataforma de Manutenção Preditiva e Digital Twin com RPA, RAG Vetorial (FAISS), Small Language Models locais (Ollama Llama 3.2), Web Scraping resiliente e MCP.
CrewAI MCP Lab
Crewai workflow example (illustrated e-book)
Reviewform
AI-Powered Code Review Agent built with LangGraph, FastAPI, MCP, and RAG (Qdrant). Multi-step workflow with human-in-the-loop, eval framework, and structured logging.
Syrudas
Local-first AI workspace with pluggable model providers — chat, agent mode, MCP, local RAG, deep research, model arena, writing editor, and a hardware-aware model cookbook. FastAP…
Hec Ovi
Profile front page: Senior Applied AI Engineer, agentic engineering. Multi-agent systems, MCP and agent tooling, RAG/CAG accuracy, generative AI (video, image, audio, 3D), local i…
Family Hubs
Recall — an open long-term memory layer for AI agents. MCP + REST + dashboard on Cloudflare Workers, Supabase pgvector, Workers AI. Free tier.
Library Of Context
Local-first semantic paging and durable virtual memory for bounded AI context
Engineering Knowledge
Local-first engineering knowledge retrieval with deterministic ingestion, provenance, hybrid search, reproducible evaluation, CLI, and read-only MCP.
Dronacharya
Open-source, local-first knowledge management for capturing web pages, notes, bookmarks and documents—then finding and connecting them through hybrid search, RAG, mind maps and to…
MultiMeet Notes Generator
MultiMeet Notes is an AI-powered application that turns multilingual meeting recordings into clear notes.
CortexCompanion
WPF companion application for Cortex
Team Hub
Self-hosted MCP hub: one authenticated gateway for IDEs and agents, plus admin UI, vault, knowledge/RAG, and team tools.
Sample Code Qa On Agentcore
Helps game designers, QA, operations, and support verify rules, calculations, event configurations, and player-reported behavior in Feishu/Lark. It answers in plain language from…
AI Experience Hub
A production-ready Python Flask platform for exploring multimodal AI capabilities through streaming chat, computer vision, image generation, intelligent agents, and extensible int…
Herbie
Free, open-source AI platform & alternative to ChatGPT Plus and Claude Pro. Multi-model chat, visual workflow automation, 1-click MCP apps, custom API tools, and production RAG.
ZFlow
知流 ZFlow：基于 Spring AI 与 Vue 3 的 AI 对话、智能体工作流、RAG 知识库和 MCP 工具工作空间。
Rag MCP Agent Demo
Reference RAG + MCP agent with a Text-to-SQL safety gate and an offline eval harness. Dependency-free, tested.
Alfred Platform
Self-hosted multi-agent AI infrastructure: an MCP server exposing 48 tools for agent-driven infrastructure management, a multi-provider LLM gateway over commercial and self-hosted…
AI Orchestration Mvp
Local-first RAG pipeline with MCP and custom TCP sockets. Zero cloud costs, total privacy.
Surreal Knowledge Base
Local-first knowledge base with hybrid search (vector + BM25) and knowledge graph, powered by embedded SurrealDB and BAAI/bge-m3 — exposed as MCP server and CLI
Alfredo
Your company's brain, in a database you own. Board, docs, canvas and meetings in one app, with on-device transcription and search, and a local MCP server any AI agent can use.
HelloSupport
Local-only multi-agent troubleshooting assistant: LangGraph agents, RAG (Chroma + reranker), MCP tools, guarded text-to-SQL, 4B vs 7B LLM benchmark on an 8 GB GPU.
Nectar FacilityOps AI
Voice-enabled agentic facility operations assistant with RAG, MCP live data, LangGraph workflows, and approval-gated actions.
Bleurs
Ground truth for AI coding agents. Blocks the APIs that don't exist, serves the ones that do — one index, both directions.
Methanewatch Agent
Autonomous agent monitoring public satellite methane detections, matching them to operators and emitting sourced alerts. LangGraph + MCP + RAG, with measured evaluation.