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.
Fess
Open-source, self-hosted enterprise & site search server built on OpenSearch. Crawls web / file / DB / cloud sources, 20+ languages, REST API, and AI/RAG & semantic search. Apache…
AI Agent Book
《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码
Intelligent Audit System
Enterprise audit agent workspace with Agentic RAG, governed tool use, evaluation harness, memory, and human-review delivery workflows.
SurfSense
Open-source NotebookLM alternative. Research the open web with live data, through one platform, API or MCP server. Join our Discord: https://discord.gg/ejRNvftDp9
DEEIX Chat
An enterprise AI workspace for model routing, multimodal chat, files, tools, billing, identity, and operations.
Haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over…
Yuxi
可私有部署的多租户知识智能体平台：统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.
Qwen Agent
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
Generative AI Use Cases
Application implementation with business use cases for safely utilizing generative AI in business operations
Agentic AI Systems
Agentic AI explained with chickens 🐔 every pattern a runnable, CI-checked file.
Frontagent
Frontend AI coding agent platform with CLI, VS Code extension, desktop app, MCP server, RAG planning, Skills, SDD guardrails, browser automation, and LoRA planner models | 面向前端工程的…
AI Code Helper
2025 年 AI 编程助手实战项目（作者：程序员鱼皮），基于 Spring Boot 3.5 + Java 21 + LangChain4j + AI 构建智能编程学习与求职辅导机器人，覆盖 AI 大模型接入、LangChain4j 核心特性、流式对话、Prompt 工程、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下…
Weaviate
MCP (Model Context Protocol) server for Weaviate
Python Template
This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and…
Open Context
Your AI memory, portable and private
Roberto MCP
Simple Code Analysis MCP server, language agnostic with code indexing and search capabilities.
TechDocsStudio/biel-mcp
Connect AI tools like Cursor, VS Code, and Claude to your product docs.
Llxprt Code
LLxprt Code MCP — Model Context Protocol client, OAuth, and token storage
USPTO
MCP Server for USPTO data
Snippets
Automatically extracts, processes, and indexes code snippets from GitHub repositories into a searchable vector database.
Llmc
One stop shop - Local-first RAG stack with intelligent polyglot-code/docs, remote code execution, local llama enrichment, progressive disclosure tools, mcp server, sandboxed secur…
AI Online Store
🤖 AI-powered e-commerce platform with intelligent chat assistants, semantic product search via RAG, and real-time streaming charts. A proof-of-concept showcasing MCP servers and a…
Ombre Brain
AI记忆系统 | 基于鹤见Ombre Brain，逸尘扩展版
Selfhost AI
One-command installer for a self-hosted AI stack on your own server: n8n, Ollama, Open WebUI, OpenClaw, Dify, Flowise, Supabase, ComfyUI, Qdrant & 30+ tools. Docker Compose, autom…
Box
The most advanced, fully offline client-side AI suite on Android today.
Box
Box (enterprise cloud storage) MCP Pack
Glean
A local-first knowledge engine and RAG infrastructure powered by Rust, featuring MCP support, hybrid search (BM25 + Vector), and LanceDB integration
Statespace Search
Search for the agentic web.
IncarnaMind
IncarnaMind is a free, open-source desktop app for macOS, Windows and Linux where you write with AI and ask questions about your own documents (PDF, Word, PowerPoint, Excel and mo…
IncarnaMind
The AI notebook that checks its own citations. Ask your PDFs, Word files, slides and spreadsheets; answers cite the exact page. Open-source desktop app.
Agentty
AI pair programming in your terminal — one static binary, sub-ms startup, any model
Yu AI Agent
编程导航 2025 年 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上…
RAG Server
mcp-rag-server is a Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG) capabilities. It empowers Large Language Models (LLMs) to answer question…
Claude Context Local
🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternative to cloud-based code context with full data sovereignty. No API keys, no external calls, 100% loc…
SkillNet
Turns an organization's internal docs into a living learning system: AI agents generate courses, tutor learners, and adapt content on the fly.
Coderag
Intelligent codebase context engine for AI coding agents. Semantic RAG from source code via MCP tools.
Markdown Fastrag MCP
Fast markdown RAG with multi-provider embeddings (Vertex AI, Gemini, OpenAI, Voyage), incremental indexing with mtime/size fast-path, stale vector pruning, Milvus vector store.
Awesome AI
A curated list of 400+ AI APIs, tools, frameworks, and platforms across 40+ categories
Claude Certified Architect
Study notes for the Anthropic Claude Certified Architect exams: CCAR-F (Foundations) and CCAR-P (Professional). Includes Mermaid diagrams, comparison tables, exam traps, and quick…
Codemap
MCP Server for Source Code Map
Nexus Agent
Multi-provider LLM agent backend with RAG, Python toolpacks, SSE streaming and MCP server. Supports OpenAI, OpenRouter and Ollama with per-session routing, tool-calling loop and O…
Duckle
Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineag…
AI Engineering Interview Questions
Your Cheat Sheet for AI Engineering Interview – Questions and Answers.
AI Bootcamp
Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Clau…
Llamafarm
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
LLM Apps Java Spring AI
Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring Boot.
Pdf Oxide
The fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5× faster than industry leaders, 100% pass…
Lumina Note
Lumina Note - A modern Markdown note-taking app with live preview, bidirectional links, and AI assistant
LaunchStack
AI-powered StartUp Accelerator Engine built with Next.js, LangChain, PostgreSQL + pgvector. Upload, organize, and chat with documents. Includes predictive missing-document detecti…
Codanna
Local code intelligence MCP server and CLI for AI coding agents