MCP servers tagged rag
1.2K 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.
Segundo Cerebro
Personal knowledge graph MCP server on Cloudflare D1 + Vectorize. Deploy your own sovereign second brain in one click — Claude captures atomic concepts, finds cross-domain analogi…
Mnemos
Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.
XMem
Xmem is a India's First multi-modal, multi-agentic long‑term memory layer for AI agents.
Claude Hooks
Cross-platform Claude Code hooks for deterministic memory recall (Qdrant + Memory KG) with HyDE, attention decay, dedup, instinct extraction, and OpenWolf integration
TrueMemory
A living memory system that ingests long-horizon data to infer insights, enabling more decisive action, all while running on a single SQLite file locally.
Mutil Rag Agent
An improved multi-agent AIOps and RAG platform for OnCall troubleshooting, featuring LangGraph-based diagnosis workflows, Milvus vector search, MCP tool integration, Prometheus al…
Yantrikdb
Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Pytho…
Gptme Rag
Local RAG as a simple CLI, for standalone use or as a gptme tool
Cognitive Coverage
A coding agent skill that helps measure and close the understanding gap in any codebase, research corpus, or documentation set.
dnotitia/akb
mcp`.
STiFLeR7/memex
mcp`. MIT licensed.
Matryca Plumber
local-first background AI daemon for Logseq OG. Turns your notes into an agentic workspace with autonomous indexing, zero data leaks, and an optional MCP server. Inspired by Andre…
Lilbee
Run local AI models, search your files and code, and crawl the web, all in one program. Cited answers, local-first, with an MCP server for your coding agent. TUI, CLI, REST API, a…
Brain.md
Local-first markdown notes with a first-class MCP server. 16 tools + 2 resources for Claude Code, Claude Desktop, Cursor and any MCP agent. Per-folder permissions, semantic RAG vi…
COMSOL Multiphysics MCP
Local MCP server for COMSOL modeling workflows, validation, and RAG-assisted multiphysics automation.
Rag Platform
A multi-source enterprise knowledge-base RAG platform: ingest → clean → multimodal embedding → hybrid retrieval (vector + BM25 + RRF), with MCP and RBAC support.
Fortemi
Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP server, multi-provider LLM inference (Ollama, OpenAI, OpenRouter, llama.cpp), multimodal inge…
Judicex
Open-source Legal AI workspace for evidence-grounded legal drafting, matter analysis and verifiable answers.
My Notion
基于现代前端与 AI 技术栈构建的个性化 Notion 应用
Tuling AI
一个基于 RAG（检索增强生成）和多智能体编排的企业级 AI 助手系统，支持知识库问答、智能写作和普通对话三大核心功能。
Agent Search
Self-hosted search API + MCP server for AI agents. Bundles SearXNG. Zero API keys, one-command deploy. Open-source alternative to Tavily, Exa, and Serper.
Deepcloak
Local-first deep research agent that reads the whole web — even pages behind Cloudflare, Datadome, Turnstile & reCAPTCHA. Stealth fetch + cited reports. MCP-native, MIT.
LLM Wiki Memory
Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall over a local LLM wiki with on-device embeddings and an MCP serve…
Excel Parser
XLSX parser for LLMs, RAG, LangChain, LangGraph, CrewAI, Claude, MCP — turns Excel (.xlsx) into citation-ready JSON with formulas, charts, dependency graphs, and token-counted chu…
DuDuClaw
Open-source AI Agent platform — 80+ MCP tools, 7 channels (Slack/Discord/LINE/Telegram), Rust + Python. Self-hostable Claude/GPT alternative for production multi-LLM systems.
DocMind
推理驱动的智能文档知识库RAG系统
Dakera Deploy
Self-hosted Dakera AI memory server — Docker Compose, Kubernetes, Helm, HA cluster setup, and monitoring.
Sweet Search
Local code search for AI agents: six fast, purpose-built tools that return ranked answers, not raw grep. Because maybe grep isn't all you need... 🍬
Costwise MCP
Local MCP server that helps coding agents stop re-reading the same code every turn. Repository intelligence, cache-write optimization, and long-term session memory. 100% local. No…
Cqs
Code intelligence and RAG for AI agents: semantic search, call graphs, impact analysis, and context assembly in single tool calls. 54 languages + L5X/L5K PLC. 70.7% R@5 / 47.2% R@…
File System Like Github
Self-improving, AI-native markdown vault you hand to an AI agent. GitHub-style file tree + Notion editing, exposed to Claude/Cursor via a built-in MCP server (24 tools): semantic…
Epicure MCP
Public read-only MCP server for the Epicure ingredient-embedding model
Ruvnet Brain
RuvNet Brain — a downloadable, source-grounded brain for Claude Code over Reuven Cohen's (rUv's) RuvNet stack: RuVector/RVF, Ruflo, AgentDB, RuLake, SPARC + 21 building blocks. Gr…
Rms Memory MCP
Persistent, local, cross-IDE memory for AI agents — markdown source of truth, LanceDB-powered semantic search, zero cloud dependency
ccf/agentcairn
lossy capture with secret redaction; works across Claude Code, Codex, Cursor, and any MCP host. `uvx agentcairn`
Localclaw
Simple MCP server for vectordb memory system
Kglite
Embedded Cypher knowledge graph for Python and Rust. Bundled MCP server, describe() schema, and code-graph parser for LLM agents.
Vybe Intelligence Vault
An auto-updating open-source vault for AI agents, RAG systems, MCP servers, prompts, tools, templates, and next-generation web development.
Genesys
Open-source causal graph memory for AI agents. 89.9% on LoCoMo. MCP server with ACT-R scoring, spreading activation, and active forgetting.
Pdf To Pgvector
MCP server that extracts, chunks, embeds and stores PDF documents into a pgvector database for semantic search and RAG pipelines.
General Rag System
A RAG (Retrieval-Augmented Generation) knowledge base system with Vue.js frontend, Spring Boot backend, and FastAPI LLM service.
Agent Console
Agent_Console（智能体控制台）是一个本地运行的 Agent + RAG 工作台。它把文档入库、混合检索、查询改写、工具调用、运行回调和人工审核放在同一个控制台里，适合做企业知识库问答、课程资料检索、客服辅助和可追踪的智能体实验
SecureAI Scan
SecureAI-Scan is a CLI tool that scans TypeScript and JavaScript codebases for security issues specific to AI-powered apps — prompt injection, MCP tool abuse, RAG data poisoning,…
Raganything
API/MCP wrapper for RagAnything
IHUI AI
Eight-platform full-stack AI operating system - unifies 176 LLMs via LangGraph + MCP + A2A. Multi-tenant RLS over 340 tables, RAG knowledge base, agent marketplace. Web/API/CLI/De…
LLM Dev Demo
Hands-on examples for LLM application development, including agents, RAG, MCP, structured output, and Text-to-SQL.
SoDam O Brain
클로드코드·코덱스 대화의 결정·약속·금지를 자동 기억, 주제·프로젝트별 분류 + 검색·2D/3D 지식그래프·타임라인 대시보드. 세션 자동 캡처, 세션 재개 시 맥락 기반 관련 기억 우선주입, 중복 기억 탐지·정리(완전일치 일괄정리 포함), 백업 목록·복원 안내, 대량 데이터 성능가드, 신뢰도 기반 검색 순위, 키보드로…
com.docfork/docfork-mcp
Up-to-date docs for AI agents. DEPRECATED: Use io.github.docfork/docfork instead.
Norman MCP Server
AI-powered bookkeeping, invoicing, and VAT filing for German freelancers.
BankSync
Connect AI agents to real bank accounts — transactions, balances, investments, and loans across 15,000+ institutions. Sync to Notion, Google Sheets, and Airtable.