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.
huebr odds intelligence
Cross-venue prediction market odds (Polymarket, Kalshi, PredictIt, Manifold) with arbitrage signals
World Port Index
World Port Index — port facilities, depths, and anchorages.
UseHourly
Freelancer time tracking: log time, run timers, manage clients and projects, make invoices.
Sentio Connect
Track public wallets: token balances, prices, portfolio value, DeFi positions and holding history.
FinanceGenius.AI
India's financial MCP — cards, loans, FDs, insurance, MFs; EMI/SIP/tax calcs; NAV lookup; RAG.
TrustyCap
Production backend for AI-built apps: storage, data, jobs, webhooks, email, metering and billing.
docks Produktberatung
Maschinendokumentation per QR-Code (EU-MVO 2023/1230): belegte Fakten prüfen, Pilotanfrage stellen.
Mantis
Cross-venue prediction market routing for AI agents — arbitrage, quotes, and demand intelligence.
Scout
Find licensed real estate agents, search MLS, route leads. Remote MCP for SC + GA brokerages.
Scope
Approved freelance scope, rates, deadlines, and change orders, shared with AI assistants over MCP.
LEGION Verify: MCP tool-list history
Check if an MCP server changed its tools: signed history, per-server coverage, offline proofs.
Lumen
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest.
Organizze
Your Organizze finances in natural language: consolidated balances, monthly overview, transaction se
Supabase
Your Supabase account in natural language: run SQL, apply migrations, manage tables, storage, edge f
Box
Box (enterprise cloud storage) MCP Pack
Forager
Forager MCP — wraps the Forager person-phone-lookup API (forager.ai)
HiveMind
Collective intelligence, memory storage, and knowledge marketplace
Cracked
Discover, inspect and run 63,000+ agent tools from one balance. Pay per call, no subscriptions.
xyz.spiralstake/leverage
Leveraged-yield router on Morpho. List strategies, simulate, and build UNSIGNED txs.
RiMCP Hybrid
🛠️ Build a flexible search and navigation tool for RimWorld’s source code and XML definitions, enabling AI-assisted retrieval and exploration.
Agent
<p align="center"> <img src="https://github.com/user-attachments/assets/c8d059e5-bd56-4ea2-a72d-807fb4897bde" alt="Logo" width="300" /></p><p align="center"> <em>Build effective…
Rag MCP
RAG MCP Server
Agent
A minimalist HR Assistant that answers policy questions from your own documents. It retrieves the most relevant sections from a vector database and generates grounded responses wi…
Weather MCP
A mcp server which can get weather forcast and alerts
QSearch
Practical LLM-powered search engine and knowledge base framework with real-time search and agent support, built with SpringAI, RAG, DeepSeek, Dify, Ollama, and Xinference.
AI
AI projects using spring boot
AI Automation
To Automate Everything Effortlessly.....
DevSpace
Devspace is a local AI-native development space. Powered by Ollama models, RAG-based context search, and pattern-aware agents—it reviews code, tracks structure, completes logic, a…
Rag MCP Server
Source-linked RAG MCP server for structured university programme information.
Agent
MCP Agent
Deep Leaning Labs
A hands-on laboratory repository that moves from classical neural networks and sequence models to deployable AI applications with Streamlit, FastAPI, TensorFlow Lite, Ollama, RAG,…
Deepwiki
DeepWiki MCP for Claude Code & Grok — chat any public GitHub repo docs without cloning.
Local School Orchestrator
Manage school data locally with MCP, LangGraph, and Ollama for natural language queries, PDF reports, and privacy-first admin control
Loom
Self-hosted second-brain agent network over an Obsidian vault — cited RAG, a self-healing builder-inbox loop, and life-domain modules. Claude Code plugin (/loom:* commands) + bund…
Notes
A Python MCP server that exposes RAG-powered note management as AI agent tools — combining PostgreSQL, ChromaDB, and Google Gemini via a LangChain LCEL pipeline.
Groundlens Dev
Guardrails for LLM answers. GroundLens checks an LLM answer against its sources without a model, decides PASS, REVIEW or FAIL under your policy, and keeps a signed record.
Flyarchive
FlyArchive — self-hosted personal document archive and knowledge base with hybrid semantic + full-text search. Local-first RAG: an MCP server gives Claude, Codex and any LLM agent…
Car Safety Checker
Describe a car problem and see the official NHTSA recalls and owner complaints that match it. A measured AI model, a website that runs in the browser, and an MCP server for AI ass…
Spring AI
From Java Dev to AI Engineer: Spring AI Fast Track
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…
Local Rag
This is a local rag with retrieval-augmented experience log for coding with indexed framework, reranking documents, emdedding-normalization
Talktable
Ask SQLite, PostgreSQL and MongoDB in plain English, from a chat UI or any MCP client. Read-only by construction.
Context Engineering
Context Engineering: Build Consistent, Accurate, Predictable AI Systems
Roampal
Memory that learns what works.
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…
Krusch Fs MCP
Standalone OS filesystem & multi-node SSH fleet RAG MCP server. Indexes PDFs, docs, and system configs in-place—anchoring every agent memory and citation directly to a 1-based Kru…
Shared Brain
A self-hosted MCP server that gives Claude, ChatGPT, Claude Code and any other MCP client one shared long-term memory, kept separate for each project.
Rag
Serveur MCP exposant un RAG sur documents complexes via GroundX : recherche et récupération documentaire branchées sur un client MCP. Python, uv.
Docker MCP
🔧 Manage Docker containers for AI assistants effortlessly with the Model Context Protocol server, enabling seamless interactions without configuration.
RAG MCP
Model Context Protocol server exposing RAG document retrieval to AI assistants — semantic search with source attribution, token auth and async I/O