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.
NeuralForge
Fine-tune large language models on local hardware using a web interface with QLoRA training and GGUF export support.
MidMem
Middleware memory layer for LLM agents: a shared knowledge store with hybrid retrieval, tiered memory, a knowledge graph, and governance, exposed over MCP, CLI, and API.
Serenity
A personal AI agent with long-term memory, voice, vision, and Telegram support — runs entirely on your own machine.
Skill Vault
Organize, secure, and find Claude Code skills in one vault for easy reuse
C1760 AB 620 Microsoft Certified AI Agent Builder Associate
Aligned courseware & 20 connected hands-on labs for AB-620 Microsoft Certified AI Agent Builder Associate (C1760) - from solution design and RAG to multi-agent evaluation and Powe…
Chonks
Local code retrieval for codebases too big to grep
Sistemas Agenticos
El paquete de «Ingeniería de Sistemas Agénticos» (Antonio Carbonell, 2026): el código del caso del libro, el criterio en forma comprobable, ocho skills, cinco lentes de revisión y…
Chilon Recall
A local-first MCP knowledge engine for grounded learning, document recall, and serious knowledge work.
FrontierSignal
An AI engineering radar for frontier research, tools, and systems - filtering, ranking, summarizing, and delivering the updates that matter every day.
RagenAI
Open-Source RAG Platform for Companies. Knowledge bases with multilingual retrieval and reranking, answers traceable to the source document, MCP server and a public API. No lock-i…
Smart Vacuum Cs Agent
基于 LangChain + MCP 协议的 RAG 智能客服机器人，支持多路召回重排序、引用溯源、SSE 流式输出、多工具调用与高德地图服务
VybeBackend
Semantic Search System (Restaurant Discovery): Uses Advanced RAG to retrieve restaurants according to user's query. Has MCP server that can be connected with MCP hosts like Claud…
AI Doc Assistant
.NET 10 document AI: PDF extraction, agent chat (reconcile/summarize/report), pgvector RAG, metrics/evals, MCP for Cursor
Jev Security Scan
使用 TypeSafe Jev 审查 Skill 与 MCP 可疑行为 | Review Agent Skills and MCP code with Jev, static evidence, and explicit coverage gaps
LLM Code Review Agent
基于本地 Qwen3.8-27B + RAG 的代码审查 Agent：自建双指标评测体系、4 轮提示词迭代实验、Agent 与静态上下文对比、MCP Server 工具标准化
AI Chat For Amazon Bedrock
WordPress plugin: AI agents and chat for Amazon Bedrock, with an MCP server, RAG and least-privilege AWS setup
DocHarvest
Turn any documentation portal (GitBook, Mintlify, Docusaurus, ReadTheDocs) into LLM-ready Markdown, vector RAG JSONL, llms.txt, and styled offline PDFs. Zero-config CLI, desktop G…
Tasqx
The organiser for your AI. A backlog, a memory and a brief for your coding agent.
Emsal MCP
Citation-safe MCP hukuk arastirma ve belge hazirlik sistemi
Treeloom
GraphRAG code search over MCP. Parses code with tree-sitter, weaves a Neo4j code graph, and serves hybrid semantic search to AI agents at lower cost than grep.
Open Bdsg Os
Hệ điều hành doanh nghiệp mã nguồn mở: mô hình ngôn ngữ chạy trên máy của chính công ty, nối vào nền tảng nghiệp vụ qua MCP. Nhân giữ danh tính — quyền — hạn mức — nhật ký. Tiếng…
Production Grade Rag With Csharp And Dotnet
Production-Grade RAG with C# and .NET — Building Retrieval-Augmented Generation Systems with C#, the Microsoft Agent Framework, and Azure. Companion code: 52 projects across 25 ch…
PlantSim Agent
GitHub Copilot agent for Plant Simulation — local KB Q&A, SimTalk authoring, .psfm analysis.
Open Persona
macOS Desktop AI Chatbot with Character Personas - Gemini/OpenAI Multi-Model
AI Agent Luodi Shizhan
AI Agent/RAG落地：框架选型、RAG与Eval、MCP、十坑自查与报价锚点；姊妹篇SaaS/MVP外包避坑。
OpenBio Intel
Open-source clinical market intelligence for biopharma — the AlphaSense/Cortellis alternative you can self-host. LangGraph agents over ClinicalTrials.gov, FDA approvals & rejectio…
Rag Best Practices
Educational RAG playbook + stdlib Python toolkit: chunking, hybrid search, eval, claim-check anti-hallucination, canaries, citations
Support Genesis
Enterprise-grade Agentic AI customer support engine — LangGraph multi-agent orchestration, hybrid RAG, CNN visual defect inspection, MCP tool protocol, HITL governance, Dockerized.
Tydal
The typed Digital Asset Layer between your files and your AI — schema-driven semantic vaults for AI agents.
Compdes Workshop
COMPDES 2026 workshop: securing MCP/RAG AI agents for small businesses. Build, break (Garak, PyRIT, Promptfoo), harden. / Taller de seguridad de agentes de IA.
Knowlp Rag
KnowLP-RAG: dual knowledge-graph RAG for Markdown notes — dsh plugin add @eqman00003/knowlp-rag · MCP + native Cordis plugin for DeepSeek Harness (dsh) & Claude Code
Context M
Deterministic agent memory. μ=0. Free, local, forever. Mem0-compatible.
Hlh AI Agent
基于 Spring Boot 3 + Spring AI + RAG + Tool Calling + MCP 构建的企业级 AI 智能体项目，包含「AI 恋爱大师」情感陪伴应用与「AI 超级智能体」两大核心能力。支持多轮对话、记忆持久化、RAG 知识库检索，并基于 ReAct 模式自主思考、规划并调用工具完成复杂任务。
CodeMate
A terminal-first AI coding agent built with Java 17 — ReAct, DAG planning, multi-agent review, MCP, memory, RAG and human-in-the-loop safety.
Rahul Chaube Skills
The most comprehensive open-source AI skills library for LLMs, AI agents, prompt engineering, deep research, and production AI systems.
NodAgent
A multi-agent knowledge base system built with LangGraph, Hybrid RAG, MCP, HITL and Docker Compose.
Changeguard AI
AI-Powered Production Change Intelligence for Connected & Autonomous Vehicle PlatformsProject 2 Production-grade DevOps + GitOps + Kubernetes + Observability + RAG + MCP + AI
Open Bdsg
Hệ điều hành phát triển kinh doanh trong kỷ nguyên AI — mã nguồn mở. bdsg.vn chạy chính mã này, không phải bản đặc biệt. Doanh nghiệp bật lĩnh vực cần dùng; nhân giữ danh tính, qu…
AI Architect Academy
Learn AI architecture by building with a coding agent: hands-on labs for RAG, multi-agent systems and MCP servers, plus AI Center of Excellence playbooks.
Axiom Os
A domain-agnostic platform for building federated, AI-powered operational systems.
Night Shift
An automated data pipeline that captures user corrections to AI outputs and transforms them into reusable training data — so your AI learns from every edit.
Knowledge Base System Oss
本地优先的 AI 知识库 · 人与 AI Agent 双端共用 · RAG + MCP · 一键 dmg 装机
Enterprise Bi Copilot
Business intelligence copilot architecture combining FastAPI, SQL, RAG, agent orchestration, and executive insight generation.
Claude Code Operator Mission Control
Workflow orchestration dashboard for Claude Code — manage agents, skills, sessions, and projects
Local File Assistant MCP
AI-powered local filesystem assistant with semantic search using MCP, Claude Desktop, and Ollama.
Epicurus
Self-hosted, modular, local-first personal-assistant platform — an AI agent plus pluggable integration modules.
Phantombot
Open-source web crawler and knowledge extraction engine for the AI agentic era. Turns the web into structured, agent-queryable knowledge.
Ragbridge
Self-hosted RAG service with an HTTP API. Add retrieval-augmented search and chat to any existing application.
Claude Certified Architect Es
Preparación en español para las certificaciones Claude Certified Architect de Anthropic: Foundations (CCAR-F) y Professional (CCAR-P). 163 preguntas originales, guías de razonamie…
Cognitive Os Agent
Cognitive OS Agent Runtime in pure C11 — LLM is the accelerator, not the OS. 认知智能体操作系统：认知内核 · Memory OS · 多智能体编排 · 事务执行 · 内嵌 Web 控制台