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.
Gno
Local semantic search for your documents. Index Markdown, PDF, and Office files with hybrid BM25 + vector search.
Qwksearch MCP Server
MCP server exposing web search and content extraction tools via stdio transport
RAG
A modular RAG server with hybrid search and LLM rerank, exposing 3 MCP tools for AI clients like Claude Desktop and Cursor.
Host
MCP client manager: stdio + SSE transports, exp-backoff reconnect, server registry, built on @modelcontextprotocol/sdk
Finance MCP Server
Enables personal finance tracking through Claude Desktop using natural language to manage income and expenses with persistent SQLite storage. Supports adding and deleting transact…
RAG MCP Server
Enables Claude Desktop to search custom knowledge bases using retrieval-augmented generation via a simple MCP tool.
Entroly
The Context Engineering Engine. Your AI sees 5% of your codebase — Entroly shows it everything. 78% fewer tokens. Works with Cursor, Claude Code, Copilot, OpenClaw.
Lumen
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest.
DocSentinel
MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediation…
Agentarmor
8-layer defense-in-depth security for agentic AI. Covers OWASP ASI Top 10 across ingestion, storage, context, planning, execution, output, inter-agent, and identity layers.
AI Microcore
A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps.
Circuitron
Circuitron: Agentic PCB Design Accelerator — Generate, plan, and layout circuits from natural language prompts.
Chiken
💡✨ Zotero, RAG, MCP, and deep research
Vinagent
Vinagent is a comprehensive Agentic AI library that helps integrate tools, memory, workflows, and observability.
Quickstart Streaming Agents
Build, deploy, and orchestrate event-driven agents natively on Apache Flink® and Apache Kafka®
Way Back Home
🚀 Way Back Home
Ctrip Style AI Travel Assistant
A stateful multi-agent travel service system built on LangChain & LangGraph. Features intelligent task delegation, permission control, and human-in-the-loop verification for fligh…
THChatUI
浏览器插件端、智能体、MCP开发中，欢迎Star
arthurpanhku/Arthor-Agent
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Vera
Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with…
OpenDocuments
Open source RAG tool for AI document search - connect GitHub, Notion, Google Drive and ask questions with cited answers. Self-hosted with Ollama/OpenAI/Claude.
ZettelForge
Agentic memory for CTI in Python — STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents
Beever Atlas
Your First LLM-Wiki Conversation Knowledge Base
Heym
Self-hosted AI workflow automation platform with visual canvas, agents, RAG, HITL, MCP, and observability in one runtime.
Model Compose
Docker Compose for AI workflows. Define AI agents, RAG pipelines, MCP servers, and multi-LLM apps in a single YAML file — a lightweight alternative to LangChain.
Pmb
Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) via MCP. 94.5% LoCoMo recall@10, 70ms p50, multilingual, zero API keys.
ArcRift
Persistent local memory layer for AI. ArcRift uses a Chrome extension and a native MCP server to sync context and decisions from your browser chats (Claude, ChatGPT, DeepSeek) str…
Rag.computer
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
Kwipu
Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples…
Seerai
AI Research assistant plugin for Zotero 9. Chat with your library, run federated scholarly search, RAG, OCR, systematic reviews, and manage cloud storage. Includes standalone MCP,…
Agent Interview Hub
AI Agent 工程师面试资料库 - 国内大厂面经、岗位要求、高频面试题
Context Runtime
Context Runtime — a database query planner for LLM context. Decides what a model sees before it answers; plans it, runs it through reused substrate, and learns from the outcome.
Docsmint
DocsMint - self-hosted AI-native knowledge workspace with semantic search, GraphRAG, REST, CLI, SDK, and MCP.
Agentmaker
A general-purpose Python framework for building LLM agents and multi-agent systems. "Four lines of code, an agent with memory."
Zlibrary MCP
MCP server for Z-Library: search, download, and process books into RAG-ready text for AI assistants (Claude Code, Claude Desktop, Cline, RooCode)
Kaas
Turn scattered notes, docs and transcripts into a queryable Markdown wiki — an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted.
LodeDB
World's fastest and most compact embedded vector database: exact by default, multimodal, local-first, and GPU-accelerated
SirChatalot
A Telegram bot that proves you don't need a body to have a personality. Works with any OpenAI-compatible LLM; agentic tools, MCP, RAG over your files, memory, vision, voice and im…
Ctxd
Your AI agents can't see your files. ctxd connects your cloud data and makes it searchable via API, CLI, or MCP.
WaLiAPI
WaLiAPI 是一款本地运行的 LLM API 网关桌面软件（Tauri 2 + React + Rust）。支持各类 LLM 厂商渠道接入、Ollama 自部署模型、CPA 方式 ChatGPT 渠道接入，统一支持 Chat Completions / Responses / Anthropic Messages 三协议转换使用。内置安全审计引擎、知识…
Anythingllm MCP Server
MCP server for AnythingLLM integration with TypingMind and other MCP-compatible clients
Pragma CLI
CLI and MCP server for Canonical's design system.
Logosdb MCP Server
MCP server exposing LogosDB semantic search to Claude Code and other MCP clients
Sciverse MCP Server
Sciverse MCP server — exposes academic paper retrieval (search_papers / semantic_search / read_content) to MCP-compatible coding agents (Claude Code, Cursor, Codex CLI, Windsurf,…
Memory MCP Server
Memory MCP server for persistent context storage and retrieval with PostgreSQL and pgvector.
OmniClip RAG
Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.
c7-server
An unofficial MCP server for Context7 by Upstash
tlo
MCP (Model Context Protocol) server configurations for popular services like GitHub, Figma, Puppeteer, Sentry, and Context7
satori
MCP server for Satori with agent-safe semantic search and indexing
Ethereum RPC
Provides a bridge to the Ethereum blockchain for querying contract bytecode, gas prices, and account balances through standard JSON-RPC calls to public endpoints.