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.
Knowledge Semantic
Semantic search MCP server for curated knowledge files using ChromaDB
Longbow MCP
MCP Memory Server using Longbow distributed vector database for persistent cross-client memory storage
Hono Entra MCP
Small MCP server for learning how to leverage Microsoft Entra ID as an authorization server
Heltonteixeira Ragdocs
MCP server for RAG-based document search and management
LanceDB Node
LanceDB MCP Server nodejs
Gatherings MCP
This is a TypeScript-based MCP server, which wraps around a python script. together it helps track expenses and payments for social events, making it easy to calculate reimburseme…
Tool Plaid
MCP server tool for syncing Plaid transactions and account balances
Agentic Platform MCP
A production-grade, open-source agentic AI platform built on Model Context Protocol (MCP). Supports multi-MCP servers, local LLM inference, agent orchestration (LangGraph), retrie…
Linkup MCP
Custom MCP server for Cursor IDE with web search and RAG
Cms Coverage MCP Server
MCP server for cms-coverage-mcp-server
Knowledge Base With Confluence
Build an AI Knowledge Base with MCP Server, Confluence & AWS Bedrock RAG for Enterprise Docs
Study Rag
基于 LlamaIndex 的企业级 RAG 知识库检索服务，通过 MCP 协议暴露给 AI Agent 调用。多策略检索（Dense/Sparse/Hybrid/Milvus BM25）、能力可插拔、Docker 一键部署。
ExternalBrain
Self-improving, self-hosted memory across every AI coding tool, project, and team (Claude Code, Cursor, Copilot, any MCP client). Autoskill proposes new skills from your sessions,…
IBM I MCP For Programmer
This is MCP tool for IBM i Programmers who can leverage Gen Ai agents to directly interact with their IBM i objects
Moudle MCP SelfSearchRAG
一个尝试用来test自搜索功能和纯spec文档驱动的项目
Pdf Voice Chat
A Next.js RAG application with voice and text chat capabilities. Upload PDFs and interact with them using OpenAI Realtime API, LangChain, and Chroma vector database, powered by We…
Devomni Lite
A dual-interface MCP + HTTP server architecture enabling secure LLM-driven database introspection via Claude Desktop, with a companion VS Code extension that leverages live schema…
A8n
AI-native workflow automation platform with a visual drag-and-drop builder, MCP integration, and durable workflow execution.
Meshmind
A single MCP server merging local codebase mapping, recency research, and token compression for AI agents.
Samai SDK
A unified AI agent SDK for TypeScript — one API across OpenAI, Anthropic, Gemini, Groq, Mistral, Ollama, Azure OpenAI & Bedrock, with a real agent runtime (tool loop, handoffs, gu…
Hatko
Semantic search and grounded answers over a private document corpus. Hybrid retrieval, verified citations, and honest abstention.
Graph Memory Rag MCP Server
A Model Context Protocol (MCP) server implementation for graph-based memory storage with RAG capabilities
Brainiac MCP Server
Brainiac MCP Server is a sophisticated cognitive computing engine that leverages the Model Context Protocol (MCP) to deliver human-like reasoning capabilities.
Mydigitaltwin MCP Server
Digital Twin resume chatbot using RAG + Groq, deployed on Vercel with an MCP server for Claude.
Handoffpack Engine
The MCP database layer — ingestion, chunking, diff-caching, and retrieval for any MCP server. Pre-alpha scaffolding (will rename to lifestoryco/handoffpack).
Image Processing Project
手写agent，实现了agent有的大部分功能，包括MCP,RAG,多模态，图片处理等
Project Management MCP
Build a production-quality MCP server for project management with real-time updates, authentication, full test coverage, and npm-ready packaging.
Docs Assistant
Agentic RAG assistant for the MCP TypeScript SDK — version-correct (v1/v2), cited answers that refuse when the docs don't cover it. Next.js + AI SDK + LangGraph + pgvector.
First Rag Chatbot
TypeScript RAG chatbot over your documents, with tool calling and an MCP server for Cursor. This is just a learning/curiosity code.
Voize
Agent-agnostic MCP server for TTS generation and storage-backed public audio URLs.
Portfolio Ia
Portfólio pessoal — Next.js, deploy na Vercel
Orchestra MCP
Orchestra MCP Server
Workflow Builder
MCP Server Builder Proto
Notebook Rag Agent
TypeScript MCP bridge for RAG over notebooks — strict context boundaries minimise hallucinations
Sparring Grado Cl
MCP/RAG runtime para preparación de examen de grado en Derecho chileno. Legal AI, source corpus and AndesLex dogfood.
Thudong MCP Claude
MCP Server for Post-Thudong Survey RAG - วัดป่าร้อยปีหลวงพ่อวิริยังค์ (12-15 ธ.ค. 2568)
Pipedrive V2
Pipedrive MCP plugin for Claude Code — 254 tools via @iamsamuelfraga/mcp-pipedrive
Sqlite Memory Server
Model Context Protocol (MCP) server providing LLM agents with structured long-term memory graph storage and relational query tools.
Career Navigator MCP
AI-powered MCP server that analyzes user skills and recommends career paths — powered by Google Gemini and RAG over a real professions knowledge base.
Publer MCP
MCP server for Publer (multi-network social scheduling) — full API coverage, multi-workspace, concurrent-session safe
Memory Harness
Local-first, programmable and auditable long-term memory workspace for people and AI agents.
Computer Use Plugin
Open-source Computer Use plugin for Claude Code (macOS): MCP server + Swift Accessibility helper — screenshot, click, type, scroll, fill, drag
Curso Ia Aplicada
Curso autodidata de Engenharia de Software em IA Aplicada: 12 modulos, 32 semanas, 11 projetos praticos (RAG, MCP, agentes, arquitetura, fine-tuning e governanca).
Ecommerce Ops
An internal diagnostic engine and MCP server designed to autonomously investigate, correlate, and root-cause stuck commerce orders across fragmented microservices.
Eonx Codebase Knowledge
Codebase knowledge service with GitHub repo indexing, hybrid search (pgvector + full-text), LLM-powered answers, MCP server, and React dashboard.
Hosting Doctor MCP
MCP server that diagnoses hosting problems with live HTTP/SSL/DNS checks plus a Weaviate troubleshooting knowledge base.
Kafka Rag MCP Monorepo
KAFKA RAG MCP
AI Freelance Pipeline
An autonomous AI pipeline that ingests job alerts, extracts hidden client metrics via MCP, and drafts hyper-personalized proposals.
Glpi Plugin Aiticketanalysis
GLPI 11 plugin: AI ticket analysis via AnythingLLM (RAG, attachment OCR, optional read-only GLPI MCP), running on local models
Local File Organizer
A Python-based file organization system that leverages the Model Context Protocol (MCP) to safely organize and manage files across directories.