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.
Franklin Brain
MCP interface for Apple Notes, Drafts, Obsidian, and Codex/Claude Code RAG Snippets
Groundstation
Agentic mission-ops copilot for the Heliosnet ground system: LangGraph multi-agent orchestration over MCP tools, RAG-cited playbooks, tiered model routing, and a trained anomaly-t…
Decision Brain
AI decision-support memory engine: typed evidence-backed memory, hybrid pgvector retrieval, contradiction detection, MCP server, data-layer RBAC. Two LLM calls per flow, everythin…
Prism Agentic Rag
P.R.I.S.M. is a production-grade, multimodal, agentic Retrieval-Augmented Generation (RAG) platform engineered for high-stakes financial intelligence.
Rag Bge Tokeniser
High-performance Local RAG server using MCP, BGE-M3, and SQLite-vec. Optimized for legal documents and exact token chunking.
Arbol
Agent-readable memory for markdown notes: enforced schema, validator, BM25 + graph retrieval, MCP server, and an eval that tells you the truth
ResolveDesk
Call-center ticketing that answers every new ticket from the team's own past resolutions. .NET 10 Native AOT, PostgreSQL + pgvector hybrid retrieval, configurable local or hosted…
Ticketpilot
AI support-ticket triage agent that cites its sources, refuses what it shouldn't answer, and is gated by evals in CI. Kotlin · Spring Boot · Koog agent graphs · hybrid RAG on pgve…
Universal File RAG
Hybrid RAG over PDFs, DOCX, spreadsheets, code repos, audio & images — explainable per-file retrieval routing (vector/hierarchical/code-graph), cited answers, and an MCP server. P…
Agent Production Patterns
Production patterns for MCP servers, LangGraph agents, tool calling, evaluation, and AI system reliability.
Naeth
Naeth: portable, append-only memory for AI agents, exposed over the Model Context Protocol. Postgres + pgvector, hybrid retrieval, verifiable authorship. Running in production.
Agent IA
Agent IA conversationnel basé sur l'utilisation d'outils, piloté depuis une interface terminal.
Forge AI
🚀 Production-ready AI Workspace for Document RAG, Autonomous Agents, Dynamic Tool Calling, Structured Data Extraction, and MCP protocol. Built with Next.js 16, Express 5, PostgreS…
Procureguard AI
Synthetic enterprise procurement copilot benchmarking RAG, vector search, DeepSeek, MCP tools, and guarded human approval
Chiezo
AI のための知識ベース。Wikipedia・OpenStreetMap・GeoNames の公式ダンプを SQLite (FTS5) に索引し、MCP と REST で AI に引かせる。AI が書き足せる notes と、Chiezo を道具として引くローカル LLM(agent モード・web 検索)も同梱。
Altretta Skill
Give your AI a second brain. Altretta connects your local, encrypted knowledge vault to 70+ AI agents with query-first, cited retrieval and signed provenance.
SDDTraining
Hands-on training lab for Spec-Driven Development (SDD): driving AI coding assistants from specs to working code — MCP servers, RAG, React apps.
Enterprise AI Systems Masterclass From Local First Laptop To Enterprise Cloud In JavaScript
Production-grade AI systems and autonomous agents for fullstack JavaScript/TypeScript engineers. Build air-gapped, local-first architectures with open-weight models, Zod validatio…
CentR
Local-first project intelligence and learning middleware for AI coding agents. CentR builds project memory, reusable learning, code intelligence, and context so agents can solve t…
Lex Provenance MCP
Verifiable, provenance-first legal corpora for AI systems - a read-only MCP connector (search, fetch, and hash-verifiable citations).
Onesmcp
one-s-mcp — MCP-серверы для 1С:Предприятие: ИИ-помощник знает вашу конфигурацию. Локальный семантический поиск по коду и метаданным, граф связей, справка платформы и БСП. Код не п…
Kopeng
Persistent, self-curating memory for coding agents. MCP tools + REST API, 100% local inference, with an autonomous nightly consolidation pass that collapses duplicates, decays sta…
Tyamka
Local-first, LLM-curated personal knowledge base + Claude Code plugin: research topics, compile cited articles, and query with hybrid retrieval — on your Claude subscription or an…
Hybrid Rag MCP
Self-hosted RAG service exposed over MCP: hybrid retrieval (BM25 + kNN, RRF fusion) on OpenSearch, multi-provider embeddings, Python 3.11, mypy strict
Rabbitai
Open-source AI code reviewer that auto-reviews GitHub PRs LangGraph agents, knowledge graph blast-radius detection, mem0 persistent memory Zero cost, self-hostable.
Koboi Agent
Self-hostable AI agents you can actually leave running — durable crash-resume, governed autonomy, seccomp sandbox, offline-replayable workflows, CI-native eval. Async-Python, YAML…
NoteMeld
NoteMeld 是一个自托管的 AI 知识工作台，用来把网页、视频、文件和对话自动整理成结构化笔记，并持续沉淀为可查询、可溯源的个人知识库。
Wechat Article Summarizer
微信公众号文章总结器 | AI-powered WeChat article summarizer with RAG, GraphRAG, MCP, and multi-platform export
Homelab 2 Prod AI Golden Path
This is a golden path (opinionated shortcut) to explore AI from local homelab to PROD using OSS for technological independence and local LLM/SLM for privacy. We explore concepts l…
Dotnet AI Lab
Production-grade AI agents, RAG systems, and autonomous model-agnostic workflows using .NET 10, Microsoft.Extensions.AI, and Semantic Kernel. Features dynamic dual-engine routing…
Agentcrew Mcn
Your AI marketing team. Works 24/7. Never asks for a raise. AI MCN 自动推广工具 — 你的AI营销团队，24小时在线工作，不领工资。
Js Llmcord
A JS port of llmcord, with additional features.
NEOTH
Local-first personal AI daemon in Rust — five-tier memory, consent-gated tools, WASM plugin sandbox, multi-provider LLM routing, channels, GUI, signed audit logs, and Babel-Index…
Iris AgenticAI
🤖 Agentic AI Platform with InterSystems IRIS | 🔀 Multi-agent workflows with OpenAI Agents SDK & agent handoffs | 🧠 IRIS Vector Search & RAG | 🌐 MCP Server integration | 🔍 Agent tr…
Yipractice AI
基于AI 大语言模型，通过RAG、MCP、Dify等技术，构建六爻解卦专用模型，融合传统六爻解析规则与自然语言生成能力，提供自助占卜参考。
Vectorify Php
Vectorify package for PHP
Kaepsele
Full-stack AI Chatbot deployment for universities. Includes RAG, secure Code Interpreter, vLLM inference, and educational prompt libraries.
AI Agents Hub
🚀 Production-ready AI agents: LangGraph workflows, RAG-powered assistants, and intelligent automation tools with enterprise security.
Multi Agent LLM App
Multi-agent LLM application featuring a simple chatbot, internet search–enabled chatbot, and agentic RAG for document reasoning. Integrates with external tools via Zapier MCP serv…
Chat Agent
A simple MCP agent that uses different tools to perform operations
Localvectordb
Document-first sqlite3+faiss vector database
Ha Smartchain
SmartChain — multi-provider LLM conversation agent for Home Assistant (GigaChat, YandexGPT, OpenAI) with tool calling and streaming
BugVault
Claude Code MCP native extension delivering a zero-human closed loop: Auto Bug Retrieval → Intelligent Troubleshooting → Automated Structured Accumulation. Equips Claude Code with…
OpenLMlib
Cross-project knowledge library for LLM agents with semantic retrieval, citation-aware quality checks, and safe MCP tool integration
Mnemosyne AI Memory
Bionic memory for AI agents: GraphRAG, predictive memory, dream consolidation, governed skill evolution, MCP, REST API, and dashboard.
Insightflow Agent
多模态文档与数据分析智能体，基于 FastAPI + React + LangGraph
AI Engineering Course
A hands-on course on AI engineering. Each session pairs the concepts with a real working project, so you learn by building.
JAVA Ile Yapay Zeka Muhendisligi
Udemy eğitimi: JAVA ile Yapay Zeka Mühendisliği | Spring AI, RAG, LLM, MCP uygulamaları
Agentic AI Overview
Hands-on catalog of 15 agentic AI design patterns with runnable LangGraph examples. Same 3 scenarios (IT helpdesk, e-commerce, ML pipeline) across all patterns. OpenAI & DeepSeek,…
Awesome AI Agents Zh
中文 AI Agents、MCP 和 AI 开发工具导航