MCP servers tagged rag
4.8K 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.
Auto Ml
Domain-aware AutoML platform with agentic LLM workflows, MCP-based tool orchestration, containerized execution, evaluation, monitoring, and deployment-oriented ML pipelines.
DatapizzaAI RAG
Datapizza‑AI FAQ chatbot with RAG: Streamlit front end, Qdrant vector DB, Google Gemini, MCP docs integration, and conversation memory.
Agentic Rag Chatbot MCP
Agentic RAG chatbot over PDF, DOCX, PPTX, CSV and Markdown. Multi-agent architecture, MCP-style message passing, source citations, persistent vector store.
PaperReview
AI-powered academic research platform for paper search, multi-agent reviews, knowledge graphs, and personalized research workflows
Pagebridge
Multi-adapter document intelligence engine -- ingest, section-tag, and semantically query PDFs and text across SQLite, Postgres, MySQL, MSSQL, Oracle, MongoDB and more
Knowledge Forge
Local-first AI knowledge base desktop app: PDF/DOCX/image ingestion, OCR, chunking, embedding, LanceDB vector search, MCP access, and optional AnythingLLM sync. Windows EXE packed.
Agentic Patterns Book
История AI-агентов — это история решения ограничений нейросетей. Нет памяти? RAG и context engineering. Не может действовать? Tool Use и MCP. Ошибается? Reflection и CI feedback…
AI Problem Packages
Ten zero-dependency npm packages for recurring AI engineering problems
Agentic AI Engineer Roadmap
Interactive roadmap for becoming an Agentic AI Engineer — 11 stages from Python & FastAPI to multi-agent systems, MCP, RAG, Docker, and context engineering
Smart Rec Backend
Open-source AI shopping agent with Spring AI, RAG, pgvector, semantic routing, and MCP tools
Tiburcio
RAG-powered onboarding agent that indexes your codebase into a vector store and exposes MCP tools + Vue chat UI for Claude Code.
Js Doc Store
Zero-dependency vanilla JS document database in one file. MongoDB-style queries, indices, joins, aggregation, full-text search, graph traversal, field encryption, and JWT auth.
AgentsCrashCourse
6-week intence course: build AI agents with OpenAI Agents SDK, CrewAI, LangGraph, AutoGen & MCP.
Kiara
Kiara - KI Assistent für Retrieval und Analyse
Agentic Developer Craftsmanship
Construisez des systèmes agentiques professionnels — de l'histoire de l'IA au déploiement en production. Cours 100% open-source : LLM (Large Language Model), prompt engineering, m…
Dust Tt
Dust — independent third-party profile of a public API surface, by API Evangelist. Dust is a Paris-based enterprise AI platform for building, deploying, and operating teams of AI…
Rag Pgvector Demo
Production RAG pipeline: pgvector + nomic-embed-text + Claude API with MMR reranking and eval harness
Pipecat Voice Agent Rag MCP
Real-time voice AI agent built with Pipecat, featuring RAG knowledge retrieval and MCP tool integration. Sub-400ms latency with Deepgram STT, Claude LLM, and Cartesia TTS.
Oh No My Claudecode
The coding harness that measures itself. Wraps Claude Code / Codex / OpenCode, blocks false "done" with an independent verifier, mediates side effects, writes tamper-evident recei…
AI Rag Platform
Plataforma de IA com RAG (retrieval-augmented generation) em Python + FastAPI, vector database, embeddings, LangChain e servidor MCP (Model Context Protocol).
Genomefy
Local, selective and auditable context memory for AI assistants
Healix
Healix is a full-stack AI healthcare assistant featuring real-time token streaming, multi-format medical document parsing (PDF, Word, Lab reports), live clinical web search, visio…
Dew Flow Benchmark
Measure any code repository, at any commit, through any retrieval engine — with the sample sizes attached.
Verifydoc
Trust layer for document→JSON extraction & AI agents: calibrated per-field confidence + source grounding + accept/review abstention on any OCR/VLM. Ships VerifyDocBench, a novel g…
Zelatix V2
Zelatix v2: Agent-Native Context Database
Flare Agent
企业级 AI Agent 平台，对标 OpenAI Codex / Claude Code / DeepSeek Harness。Enterprise-grade AI agent platform: RAG, MCP, Skills, multi-model routing, microVM sandbox, Alibaba Cloud OSS, des…
Vicky
AI 研究报告知识平台：Agent 报告入库 → 门禁校验 → 书风格渲染 → L0-L3 知识蒸馏 → 可查询知识服务
LLM Agent Factory
Build, retrieve, and test structured AI agents using semantic search and retrieval-augmented generation.
MCPulse RAG
Self-hosted RAG stack with Qdrant, MCP over SSE, automatic indexing, file watching, scheduled health checks, and email reporting.
Askrepo
Local codebase assistant: ask a git repo "where is auth handled?" and get answers with exact file:line citations. AST chunking + local LLM (Ollama).
Orbyntiq
Local-first multi-agent AI platform with LangGraph, RAG, MCP, FastAPI, Angular, Ollama, Qdrant, Redis, MongoDB, and production observability.
Trilha Engenharia Ia Aplicada
Currículo autoral e teoria-primeiro de Engenharia de IA Aplicada — 104 lições em 17 módulos, do zero (álgebra linear, ML) até LLMs, RAG, agentes e MCP, com exercícios e soluções…
Engineering Stack
A modular AI engineering stack for building and orchestrating coding, API, database, and code review agents with a simple SDK.
XOne
XOne - The Open Agentic Studio
Fde101
A practical, book-style field guide for Forward Deployed AI Engineers covering LLMs, production RAG, agents, LangGraph, evaluation, LLMOps, security, code examples, and interview…
Yashpatil582.github.io
Portfolio with 3 live AI demos: streaming RAG chat, MCP repo-explorer agent, clinical hallucination eval. Next.js 16 + pgvector + Groq.
Deeplearning.ai
Short courses from DeepLearning.AI on topics on Generative AI , new tools and skills.
AI By Tests
Application-level AI Examples Demonstrated by Tests.
RAG C
A universal, MCP-first RAG platform with pluggable components for vector stores, knowledge graphs, and data sources. Designed for production use with hybrid retrieval (RRF), cross…
Yamcpscanner
Yet Another MCP Security Scanner
Gno Rag
A LLM chat UI with MCP support, Full RAG built with LangchainGo + Ollama + QDrant + Bubbletea.
Exploring RAG MCP LLM
Exploring MCP, RAG, LLM, Langchain
Tinyrag
A Tiny Agent Workflow AI Application
Agentic AI For Software Engineers Resources
Course resources for Agentic AI for Software Engineers
Supabase Vector Gmailkb Rag
📬 Deterministic & programmatic Gmail → Supabase → Crawl4AI vector knowledge base for UC Berkeley MIDS.
Ta
MCP TA Splunk
Muselink Backend
"Inspiration And Emotion Linking Between AI and Humans"
Developer Support Tool
AI-powered support agent that automates first-line developer support for Firebase, grounding every response in official documentation to ensure accuracy and reducing average reso…
Cloud Compass
AI-powered multi-tenant, multi-cloud (AWS, Azure, GCP) cloud operations platform. MCP tools + RAG + LangGraph agent unify Cost, FinOps, Inventory, Security, SCA, and Compliance. R…
Aibot
AiBot AI助手 一款多平台 AI 生产力工具。 支持 DeepSeek、OpenAI、Azure、Claude、MiniMax、通义千问、腾讯混元、文心一言、讯飞星火、智谱清言、月之暗面、零一万物、豆包等主流 AI 大模型。