MCP servers tagged rag
5.0K 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.
Server
MCP knowledge server and evidence-grounded local document assistant
McpServers
Nacos+SpringAI提供MCP能力，支持Agentic RAG以及业务查询
Server1
mcp server_raghunandan K
IbrahimSabriOrene.github.io
Agentic AI engineering portfolio of Ibrahim Sabri Örene: multi-agent systems, MCP servers and RAG.
MCP
An MCP server exposing tools for agentic RAG use cases
McpDocServer
This MCP document Server with an integrated Faiss vectorstore works with popular MCP clients like GitHub Copilot and VSCode’s Continue extension — all running smoothly on Ubuntu W…
Server
For context7 mcp
Fragile States Index
Fragile States Index — annual country fragility score and rank, for country-risk context alongside…
MCP
The official MCP server for WellMarked.io!
MCP
MCP server for AI tools — Claude, Cursor, Windsurf, Codex
MCP
A production-ready Model Context Protocol (MCP) server that simulates a banking environment. This server allows an LLM to view account balances, list accounts, transfer funds, and…
Context7
Context7 Library Documentation MCP server for Dedalus
Cairn MCP
Semantic memory for AI agents. MCP server with PostgreSQL + pgvector, DBSCAN clustering, LLM enrichment, hybrid search.
MCP
Friday AI MCP server — expose Friday code intelligence, Graph RAG, coding plan and MR tools via Model Context Protocol
MCP
Production-grade Adaptive RAG server built on the Model Context Protocol (MCP) featuring hybrid search, intelligent routing, and self-learning memory.
Proxmox MCP
MCP server for Proxmox VE API - manage VMs, containers, nodes, storage, and cluster via Claude Code
MCP
FreeDocStore MCP server for Zensical knowledge-base publishing
MCP
An MCP server that: 1. Exposes RAG search + ServiceNow + Observability as tools to any MCP client. 2. Acts as an MCP client itself, proxying calls to remote ServiceNow and Observa…
MCP
Centralize, enhance, and distribute high-performance Multi-Agent MCP servers with a unified Go CLI and npm package for Windows, macOS, and Linux.
Cortexmem
Local-first persistent memory for AI coding agents — MCP server + HTTP API, SQLite on your disk, hybrid FTS5 + local embeddings. No cloud.
Filesystem Server
Model Context Protocol (MCP) server for filesystem operations with interactive web interface. Features drag-and-drop file upload, natural language commands, and complete CRUD oper…
Smart Agent
Smart agent with mcp framework and rag tools
LLM MCP Rag
LLM + MCP + RAG
Memory Server
Production-ready MCP Memory Server for AI Agents - Layered caching, Qdrant vector search, SQLite storage
Open Brain
Personal knowledge/memory system with vector embeddings, Vercel API, and MCP server
Freelance Rate MCP
Demo MCP (Model Context Protocol) server in TypeScript SDK/Node: freelance rate calculator (calc_rate) and rate-increase email drafter (rate_raise_email). Tested, MIT.
Bugcrowd MCP
Bugcrowd MCP Server — Full REST API coverage over stdio (9 grouped tools)
Agentic Rag MCP System
Full-stack agentic AI system with RAG-powered chat and an MCP server exposing business data as resources & tools
ShaderMCP
A MCP for agents to make progress generating glsl fragment shader training data for ShaderLLM
LLM MCP RAG
llm-mcp-rag 简单整合项目
MCP
All about model context protocol + agentic RAG.
Claude Code Mcps
Explore production-tested MCP servers for Claude Code to connect tools, APIs, and data sources
Router
A zero-setup, RAG-powered MCP proxy that sits between any AI agent (Cursor, Claude Desktop, Windsurf, etc.) and multiple MCP servers — routing queries to only the relevant tools i…
ModelContextProtocol
Building my own MCP server - a clone of Context7
Task Manager
Secure MCP server that lets AI agents manage tasks in SQLite. Strict typed inputs, validation, parameterized SQL, explicit refusal boundaries, and full pytest coverage of invalid…
Example
Ejemplo de FastMCP para Python Paraguay
Expense Tracker MCP Server
🧾 MCP server for personal expense tracking in Claude Desktop with natural language support and SQLite storage
Cryptocurrency Data MCP
A modern **MCP server** for crypto data analysis. Built for speed, multi-exchange coverage, and actionable insights.
Lightrag MCP Server
LightRAG MCP Server
Mem0 MCP
MCP server wrapping mem0 + Qdrant for long-term memory, Dockerized
Learn MCP
AI Engineering Learning Reference MCP Server — 550+ searchable references for MCP, RAG, agents, fine-tuning, MLOps, prompt engineering, inference, vector DBs, GPU compute, autonom…
Expense Tracker MCP Server
A FastMCP server for Claude Desktop to track expenses, manage budgets, and generate spending reports with SQLite storage
Project
MCP Server and RAG Integration for TeslaRIS (CRIS/RIMS)
Linkedin MCP Server
An MCP server that connects Claude(or via Any MCP Host) to your LinkedIn account via official OAuth — read your own posts, articles, and profile data. Built with FastMCP; no scrap…
Knowledge Base MCP SERVER
Multi-tenant Model Context Protocol (MCP) server & web platform enabling semantic search over personal document corpora using FastMCP and Qdrant.
Research MCP
MCP server exposing a multi-agent RAG research pipeline as callable tools
Google Search MCP
This module is a Model Context Protocol (MCP) server that utilizes Google Custom Search (CSE) to retrieve information from the internet. By leveraging this MCP, the Large Language…
Stacks MCP Server
Give Claude real-time access to the Stacks blockchain — balances, transactions, smart contracts, and blocks.
Cortex MCP Server
MCP server for Cortex AI — exposes RAG pipeline as 3 tools to Claude Desktop and Cursor via Model Context Protocol
Agent Memory Vault
Sovereign SQLite Vector Memory & Hybrid RAG Engine with Model Context Protocol (MCP) for AI Agents