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.
X402 MCP Chain Query
x402 MCP paid tools: chain_balance / chain_gas
ExpenseTracker MCP Servers
Production-Ready RAG AI Agent in Python
Text To Video Workflow
text to video workflow with research, RAG, character identification, LLM-as-a-judge, MCP
Foodify
food delivery app based on rag and mcp
Pinrag Plugin
PinRAG plugin bundle: MCP + skill for Cursor, Claude Code, VS Code Copilot, Amp
Castalia
Indexa a documentação do seu sistema (Markdown, HTML, PDF, reST) e a entrega a agentes de IA via MCP, para que cenários de teste sejam escritos a partir das regras documentadas.
Rag Docs
RAG documentation MCP server
Filament AI
Generic, configuration-driven RAG toolkit for Laravel: chunking, embeddings, pgvector retrieval, grounded answering, an MCP server and a Filament control panel.
halloffame12/CTX
cli mcp`.
AgenticBooks
Startup books from live bank and billing feeds: P&L, balances, approvals, period close.
org.umweltsicherheit/digital-simon-ems
Digital-Simon EMS: Messwerte und Gerätestatus abfragen, Verläufe lesen, mit Freigabe schalten.
Since.dev
Watch dependencies, verify facts, inspect coverage, and catch up on changes with durable cursors.
tcgunel/mobius-mcp
paragraph brief, review it, rewrite page copy, change core settings. Talks to the theme's REST surface with a WordPress Application Password.
anuragsync78/subctx-connector
A Support Center for Autonomous Artificial Minds. `https://sanctuary.subctx.com/v1/mcp`
SynapticRelay
No-commission freelance board in 6 languages: find freelancers or work, message, propose terms.
Emarket Storage
Italian regulated disclosures direct from eMarket Storage (Teleborsa) — keyless, same-day-fresh.
Oneinfo Storage
Italian regulated disclosures direct from 1INFO — keyless, same-day-fresh.
eSIM Kenya
Live eSIM provider, plan, pricing, and coverage data for Kenya from esimkenya.com.
OurPay Wallet
Crypto wallet for AI agents: balances, payments, swaps and trading with owner controls.
Onchain Data MCP
Blockchain data for EVM and Solana: balances, tokens, prices, DeFi and RPC via free-tier vendors
InvoiceBloom
Create, send and track invoices for freelancers and small businesses.
Doklad.ai
Czech invoicing for freelancers and SMEs: invoices, customers, expenses, payments, cash flow.
baba News by baba Hebrew
Israeli news in Hebrew and English: stories, sources, comparisons, coverage gaps, people and trends.
PumpPill — token safety and measured outcomes
Token safety, deployer history, whale balances and measured outcomes on Robinhood Chain and Solana
Promptimprover
MCP-first prompt governance, refinement, and engineering evidence correlation
Hydra Rag Hooks
Keyword-triggered local RAG hooks for Claude Code AND OpenAI Codex CLI. Type rag <q>; the hook prepends retrieved chunks from a per-folder LanceDB index. apt install + codex plugi…
Agentic Doc Search RAG
Self-corrective Agentic RAG with LangGraph - eliminates hallucinations through intelligent relevance grading before answering. Features Streamlit UI, MCP server integration & mult…
Inkdex
Semantic search for markdown docs
Pokemon Tcg Pocket MCP
MCP Server for Pokemon TCG Pocket based on the Pokémon TCGdex Pocket API
Mindsync Plugin
Ask your teammates when they're not around — each person gets a digital mind built from their own approved words, answering with citations or declining honestly. Claude Code plugi…
Crawl4tools
Web crawler for Open WebUI and MCP clients, plus a download CLI: pages as Markdown, HTML, PDF or screenshots, built on crawl4ai
Quorel Free
Quorel is an MCP server that scores AI agent responses before they reach a user, a trust layer an agent calls mid-turn, not a dashboard someone checks after the fact.
Grepnotes
Search your notes from Claude Code, Cursor, or any MCP client. Zero dependencies, runs fully offline.
Knowvault
Company knowledge with verifiable evidence. Web UI, MCP & REST API. Access control, audit, on-premises/edge. Documents + SQL today; broad connector roadmap. Apache-2.0.
Contextator
Turn any collection of documentation into a private, semantically searchable MCP endpoint — one URL per project, self-hosted in one Docker container.
Ragwatcher
Local RAG over a directory. Incremental. Served as MCP tool + CLI.
Dexicon
Semantic search over your own code, documents and git history, for coding agents over MCP. One container on your machine: local embeddings with Ollama, hybrid search with Qdrant,…
Zmem
Local-first, agent-oriented memory substrate for engineering decisions and evolving project context
Context Chronicler
Subconscious Memory 2026: AI Coding Context Engine with Hybrid Semantic Search & MCP
Small Model Agents
Reliable multi-agent tool calling on a small model, by giving the model less to decide. Tiered routing, schema-validated decisions, graceful tool degradation, MCP server.
Tydal
The typed Digital Asset Layer between your files and your AI — schema-driven semantic vaults for AI agents.
SentryQuery AI
Hallucination guardrail for AI output about indexed documents. POST a claim, get PASS or FAIL with the exact source passage, checked by a Researcher + Critic LangGraph pipeline (L…
Wx AI Agent
大模型 AI agent 项目 Test
AI Eng Course Project
AI Agent-Based Nutrition Advisor
FAQ Inteligente
Um sistema completo de FAQ dinâmico baseado em inteligência artificial que utiliza o protocolo MCP (Model Context Protocol) com funcionalidade RAG (Retrieval-Augmented Generation)…
Climategpt Performance Enhancement
Grounds a climate language model in real satellite (NASA VIIRS) and water-risk (WRI Aqueduct) data via MCP tools, so answers trace back to evidence, not just the model's memory.
LLM Based Generative AI
[Course - Fall 2025] LLM-based Generative AI
Spbtechrun Hack
SpbTechRun Hackathon #3rd place
Materials Discovery Agent
LangGraph ReAct agent for materials discovery — integrates Materials Project, PubChem, SureChEMBL, and semantic web search.
Nova Rag Benchmark
Benchmark for Code RAG MCP Servers — measure how well RAG helps AI find the right code. Hit@K, MRR, latency, A/B vs grep baseline, leaderboard.