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.
Awesome AI Application Engineer
Practical AI application engineering roadmap: LLM basics, Prompt Engineering, RAG, Agents, MCP, evaluation, production, tutorials, checklists, and templates.
Agentmemory
Public fork of rohitg00/agentmemory focused on Docker-first local deployment, Codex-native lifecycle ingestion, freshness-oriented retrieval, diagnostics.
Agents
Personal AI agents built on GoFr 1.58 — LLM + MCP agent loop, SSE streaming, RAG. Runs keyless via a claude-CLI shim; default provider Groq.
Hello Agent
From-scratch TDD LLM agent framework: tool-calling, RAG, MCP, multi-agent, evals, guardrails, FastAPI+Docker
Atlas
Local-first memory, knowledge and evidence infrastructure for AI agents. Persistent state, hybrid search, graph + MCP. Signed releases, one-line install. Free tier.
Evoflow
EvoFlow: 三层进化栈的自进化 LLM Agent 框架 / Self-evolving LLM agent framework (three-layer evolution stack)
AI Agent
生产级 Agent Engineering 知识库与工程体系，覆盖 LangGraph、RAG、MCP、Multi-Agent、Runtime、Evaluation、Security、SRE 与 Skills。
Erp AI Agent
Open-source enterprise AI agent: LLM tool-calling engine, permissions, RAG and a Python analytics engine, with a working ERPNext connector. Architecture guide: noviz.in/how-to-bui…
Juejin Article
学习 AI Agent 的笔记，边读源码边做小实验，记录遇到的问题和自己的理解。
About Me
Personal AI portfolio assistant powered by RAG and MCP
Memory Harness
Local-first, programmable and auditable long-term memory workspace for people and AI agents.
PubMed MCP Server
This repository contains an MCP server that searches PubMed for article abstracts using BioPython's Entrez module. It leverages the FastMCP framework to provide asynchronous searc…
RAG MCP SERVER
这是一个RAG-MCP服务的项目
Memory MCP Server
Memory MCP server for persistent context storage and retrieval with PostgreSQL and pgvector.
Rag MCP Server
rag mac server
MODULAR RAG MCP SERVER
一个提供全流程rag服务的项目，支持mcp接入
Kb MCP Server
this is RAG mcp server
Text2sql
It shws how to use a MCP server for Text2SQL.
DND MCP
An MCP server for Dungeons and Dragons
Semantic Search
MCP server for semantic search over markdown files using sentence-transformers and FAISS
Qdrant MCP
Qdrant vector database server with MCP (Model Context Protocol) support
Resume MCP
Local MCP RAG server for your resume, uses chromadb and gemini
Proxmox MCP
MCP server for full Proxmox VE management - VMs, containers, storage, backups, networking
Proxmox MCP
MCP Server for Proxmox VE - Manage VMs, containers, snapshots, storage via Claude
LLM Wiki MCP
Personal Obsidian knowledge-base MCP server
Kb
Model Context Protocol Server with RAG knowledge base
Google Tag Manager MCP
A stdio MCP server for Google Tag Manager with full API coverage.
Darknet MCP
Dark web and threat intelligence MCP server with a local investigation GUI, 68 tools, explicit coverage and offline-verified provider adapters.
Sense MCP
SenseMCP is an open-source MCP server that replaces flat cosine similarity search with cone-based spatial navigation through embedding space.
LLM MCP RAG
借鉴https://github.com/KelvinQiu802/llm-mcp-rag的Python版本，可以正常运行的，只需要在env中填入自己的key等就可以
Chimera
A local-first AI stack for LM Studio. Docker-powered RAG pipeline with pgvector, SearXNG, and TEI embeddings, plus 8 pre-wired MCP tool servers for web search, PDF reading, file a…
Apps Demo
An interactive MCP Apps demo that renders an Azure Storage dashboard directly inside VS Code Copilot chat. Browse storage accounts, manage containers and blobs, and generate SAS t…
Iphone MCP
MCP server that controls a physical iPhone from macOS via iPhone Mirroring. Screenshot, tap, swipe, type — no Xcode or WebDriverAgent required.
Tastytrade MCP
A Model Context Protocol (MCP) server that connects to your TastyTrade brokerage account and exposes 73 trading tools. Built with the official TastyTrade JavaScript SDK and DXLink…
Tiny Agent
Tiny header-only C++20 AI agent framework for edge and embedded: DeepAgent sub-agents, middleware, MCP, SSE streaming, RAG vector stores (Qdrant, Weaviate, Milvus, Redis, Chroma),…
Knowledgebase MCP
KnowledgeBase MCP is a lightweight, containerized solution that creates a queryable, self-updating knowledge base from your local documents, focusing on efficient retrieval for RA…
Rag MCP
🚀 Professional RAG-MCP: Advanced Danbooru Prompt Generation System with BGE-M3 Triple Vector Search | 专业级RAG-MCP：基于BGE-M3三重向量搜索的Danbooru提示词生成系统
Win Control
python 和 windos 下面的RAG+MCP综合系统（桌面版本）
Hermes MCP
Hermes MCP is a Model Context Protocol (MCP) server that acts as a bridge for the Hermes Agent. It enables AI tools, autonomous agents, and IDEs (like Claude Desktop) to leverage…
Code Rag MCP
로컬 임베딩 기반 코드 검색 MCP 플러그인 — Claude Code에서 자연어로 Android/iOS 코드베이스를 검색합니다
Rag MCP
A local-first MCP server for PDF knowledge bases and hybrid retrieval | 一个面向 PDF 知识库与混合检索的本地优先 MCP 服务
Rag Server
RAG server for quantitative finance research — layout-aware PDF/LaTeX/notebook ingestion, hybrid BM25 + BGE-M3 retrieval with reranking, local LLM synthesis, REST API and MCP serv…
Maya MCP
MCP server for Autodesk Maya — scene control, modeling, animation, and I/O with RAG search, anti-hallucination safety, and self-learning
Cartmind Agentic Ecommerce Support
LangGraph agent (RAG + SQL tool routing) for e-commerce support with PII masking, prompt-injection detection, JSON-Schema-validated output, and SQLite checkpointing. Offline-first…
Recall
Local RAG archive of your calls: faster-whisper transcription, pyannote diarization, entity graph and tasks, hybrid vector search with an "ask the archive" chat, live call co-pilo…
Local Context
Retrieves local informations with documentations, guides, and conventions, making it easy for AI assistants to access your project informations. It uses RAG (Retrieval-Augmented G…
Minio MCP
minio-storage-mcp
Monzo MCP
MCP server for the Monzo banking API — check balances, list transactions, and manage pots from any MCP-compatible AI client
Processo
MCP de RAG local sobre processos volumosos em PDF (PJe/SEI): OCR local, busca híbrida com citação por página exata, validação literal de citações
Persistent Memory Academic Advisor
Persistent-memory AI academic advisor using MCP, SQLite, ChromaDB, and semantic search.