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.
Deepgram MCP Server
Remote MCP server for Deepgram Async Speech-to-Text - transcribe audio and video files asynchronously
Academic Rag Server
Model Context Protocol (MCP) 服务器，提供学术文献OCR处理、智能检索与RAG功能
BTC USDT Arbitrage MCP Server
BTC-USDT Arbitrage (MCP Server)
Cloudstorage MCP
MCP Server to interact with Google Cloud Storage
Calibre Rag MCP Nodejs
Calibre RAG MCP Server - Enhanced MCP server for Calibre library with RAG capabilities
Tilde Python SDK
The official Cerebral Storage Python SDK (and MCP server)
Duckvault
DuckVault-MCP: Obsidian-DuckDB RAG System with MCP Server
Pcloud
Secure MCP server for pCloud cloud storage
Iitkgp Erp MCP
MCP server for IIT Kharagpur ERP — query grades, CGPA, attendance through Claude
Silo MCP
MCP server that moves files between your filesystem and cloud storage and across cloud storages
Source Pack MCP
MCP server that produces structured research source packs (facts, quotes, numbers, primary links, coverage map)
QuantConnectMCP
QuantConnect/Lean MCP server - 6 tools for docs lookup, code validation, and code generation. 1265 entries, 100% sitemap coverage.
Chroma Memory MCP
MCP server for shared team memory with semantic search, backed by ChromaDB and Google Gemini embeddings
Memory Harness
Local-first, programmable and auditable long-term memory workspace for people and AI agents.
Agentic Gen AI Frameworks MCP VectorDB
A comprehensive collection of modern Agentic AI and Generative AI frameworks used to build autonomous, multi-agent, and production-ready AI systems. Covers LangChain, LangGraph, C…
AgentRAG
Multi-Source Agentic RAG with MCP — LangGraph ReAct + DeepSeek + Qdrant + FastMCP + FastAPI + Streamlit
Cdq MCP
Collibra Data Quality (Classic) MCP Server - HTTP Streamable server for running SQL, adding rules, and creating DQ jobs. 100% REST API. Leverages built-in application level acce…
HelpdeskAI.CSharp
End-to-end reference implementation of an AI helpdesk agent using Microsoft Agents Framework, Model Context Protocol (MCP), and CopilotKit. Demonstrates AG-UI streaming, RAG with…
AgenticRag
AgenticRAG MCP Server
ChromaDB00
Continuous learning and memory for AI, free and local.
Finance Tracker
A web dashboard for analyzing personal bank statements — upload PDF or Excel files, categorize transactions, and explore interactive charts. Optionally integrates with Claude De…
Leadenrich MCP
MCP server for waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for maximum data coverage
Es Kr Project
It shows how to use an agent based on LangGraph with MCP.
From Queries To Agents
From Queries to Agents: The Next Era of Data Retrieval in Postgres — POSETTE 2026 demo. MCP server + Product Copilot web app powered by Azure HorizonDB (pg_fts, pgvector, DiskANN,…
Chunktuner
Benchmark chunking strategies for your RAG corpus. Get a recommended config. CLI, Python library, and MCP server.
Jeeves
Self-hosted AI assistant platform. RAG, MCP tools, 5 messaging channels, admin dashboard. Django 5 + React 19. Open source. WIP — PRs welcome.
Tokenitdown
Turn any document or web page into clean, LLM-ready Markdown, with visible quality control, RAG-ready output, real token economics, and native AI-agent access over MCP. Self-hosta…
Turbovec MCP
High-performance RAG for Claude Code — semantic file search powered by Google TurboQuant (TurboVec). MCP server + CLI.
Obsidian Upic Plugin
Obsidian plugin: automatic image upload via uPic.app. Paste, drag, batch-upload — zero servers, inherits all uPic UI settings. Companion to upic-mcp.
Rag Kb
Local-first, offline-capable Agent memory & knowledge service. REST + MCP dual-protocol, hybrid retrieval (vector + BM25/RRF), document/webpage RAG. No LLM required for storage &…
RAG With MCP
Practical example of integrating an MCP server with a RAG system
Smartmemorymcp
An intelligent memory system for Claude Desktop that automatically extracts, stores, and recalls user-specific facts, preferences, and context using semantic search powered by Pin…
Pinecone Jurisprudencia
Servidor MCP de busqueda semantica en Pinecone (jurisprudencia y normativa espanola) para Claude Desktop
Memory System For AI
Human-inspired memory system for AI agents via MCP — episodic, semantic, and procedural memory stored as Q&A pairs with dual-index search (question + answer embeddings). Token-eff…
Eo Rag
Conversational assistant over Earth Observation data: RAG over STAC/EO specs + a LangGraph agent that queries live STAC catalogs, computes spectral indices, and draws the scenes i…
Android Knowledge Base Rag MCP
Local-first Android knowledge base with VitePress, ChromaDB RAG, Qwen3 embeddings, and MCP integration
AI Orchestrator
Multi-provider AI router with cost tracking, RAG memory and live dashboard. Routes tasks across Claude, OpenAI, DeepSeek and Gemini via CLI and MCP server.
ERP AI Agent
Open-source enterprise AI agent: LLM tool-calling engine, permissions, RAG and a Python analytics engine, with a working ERPNext connector. Architecture guide: noviz.in/how-to-bui…
Enkai MCP
This project leverages the Model Context Protocol (MCP) to facilitate seamless event creation, calendar management, and real-time date information retrieval. Ideal for organizing…
Sui Graphql MCP
Model Context Protocol server for Sui blockchain GraphQL API - enables Claude to interact with Sui transactions, objects, balances, and more
Multi Agent Chatbot Dotnet System
AgentHub is a production-ready, highly observable multi-agent orchestrator backend designed to process complex user prompts through an assembly line of specialized AI agents. Buil…
ServiceNowMCPServer
This MCP Server for ServiceNow is designed to be both generic and extensible. It leverages a modular approach to handle a wide range of ServiceNow use cases, from core ITSM operat…
Advanced Memory
Next-generation agent memory persistence combining three separate current state of the art memory technologies into a coherent system orchestrated by an MCP server. (i.e. mem0 + m…
Yang Promptlab
AI security testing — find security vulnerabilities in LLM apps, chatbots, AI agents, MCP servers, and RAG systems. Mapped to OWASP (LLM, Agentic, MCP) and NIST AI RMF.
Superbrain Lt
MCP memory-extraction server: extracts durable engineering memories from coding-session transcripts and serves them over hybrid search (Postgres + pgvector).
fish827-08/rag-kb
2.0.
Backend
Replit for MCP servers
AI Automation
To Automate Everything Effortlessly.....
Librarian CLI
📚 Any ebook → clean token-counted Markdown chapters. Let Claude read your bookshelf over MCP — and catch it misquoting your books. Deterministic RAG: no embeddings, no network, no…
Inkwell Memory
MCP server giving AI agents persistent memory: Markdown files as source of truth, hybrid BM25 + embedding search, typed graph relations. Self-hosted, single Docker image.