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.
io.github.IsaiahDupree/agentsearch-mcp
LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG.
Derived
Inspect and safely clean local Xcode, Simulator, and XCTest storage.
rapidoddsapi-mcp
MCP server for RapidOddsAPI that provides bookmaker odds, live scores, arbitrage and value bets to AI assistants. It supports querying sports, odds, results, and betting opportuni…
Posthog Writer Agent
MCP server for PostHog docs — Python, FastMCP, ChromaDB, semantic search for AI agents. Independent, unofficial project.
Xyzdb
Semantic gravity database in Rust: related records live together on disk, so graph traversal is a range scan and vector search is exact — never approximate. Runs in 256 MB, with a…
DeepCellar
Minimalist, self-hosted AI hub for companies — RAG chatbot, MCP agents and everyday AI tools on your own Ollama instance. One command, one SQLite file, fully offline.
ragmark
Local-first MCP server for retrieval over markdown wikilink vaults, offering hybrid vector+lexical search, note reading, neighbor expansion, and recent activity tracking with full…
Resistance Tools
MCP tools for TON Sites, TON DNS and TON Storage.
stl-transit
MCP server for St. Louis transit developer tooling, providing 45 tools for GTFS and GTFS-Realtime inspection, feed surveillance, schedule and arrival queries, assertions, drift de…
UserTapes
Query real user session replay data: tapes, transcripts, error/rage-click filters, alerts.
x402 Web Extract
Pay-per-use web extract, token prices, and wallet balances via x402 USDC micropayments.
io.github.aa0101181514/tw-legal-rag
Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations
mcp-banking-tools
MCP server for deterministic financial transactions, providing tools to fetch account balances, check blocked PIX keys, and execute atomic PIX transfers with integer-cent precisio…
images-handler
MCP server that grants text-only LLMs like DeepSeek the ability to 'see' images by leveraging a Cursor agent to convert images into text descriptions.
com.catalogapi/catalogapi
Check reward coverage by country, search real catalog items, and ask how CatalogAPI works.
io.github.tarazou9/garnet-mcp
An MCP server that provides long-term semantic memory via Garnet Vector Sets, enabling agents to store text embeddings and retrieve relevant context across sessions. It exposes to…
Bay Run
Discover, prove, and serve small open specialist models (embeddings, rerank) — OpenAI-compatible.
Business Operations MCP Server AI Agent Tooling For Task Management Knowledge Base Retrieval
MCP (Model Context Protocol) server exposing business operations — task management and internal knowledge-base search (RAG) — as typed, reusable tools any AI agent (Claude, LangG…
Pipe (SPR) MCP Server
AI-native runtime with built-in MCP server. 193 builtins, AI pipelines, RAG, single 7 MB binary.
io.github.voicearc/splitbasket-prices
Cached US grocery prices, age disclosed on every row - search, compare across banners, coverage.
Walrus Memory MCP
Enables MCP clients to connect to Walrus Memory for persistent memory operations like remember, recall, analyze, and restore, with browser-based wallet login and local credential…
mcp-memory-hnsw
Provides persistent semantic memory for Claude Code and Claude Desktop with fully offline local embeddings and HNSW indexing, enabling memory storage, semantic search, listing, an…
mcp-rag-web
MCP server for semantic search over PDF documents using RAG, pgvector, and OpenAI embeddings. Includes a web app for document upload and management.
dev.veritap/locker
Wallet-addressed mailbox + storage for agents: pay to send (x402), read free with your key.
Encouragement MCP
Provides short, positive encouragement messages for AI agents during long-running or difficult tasks
Expense Budget Tracker
Track expenses, budgets, balances, transfers, and multi-currency reports with OAuth-secured tools.
io.github.oscarlopez-gif/argentina-price-index
Daily Argentina food & beverage price index, source-cited from public retailer prices.
GMCA Certainty Matrix Validate
GMCA Certainty Matrix Validate: 11 vragen om een project te screenen vóór investering.
PredictionMarketsPicks Quant
Institutional-grade quant toolkit for prediction-market trading on Kalshi and Polymarket. Ten tools covering expected value, Kelly position sizing, Bayesian updating, probability/…
Arc Research
Commodities research MCP: knowledge graph, COT, NG storage/weather, quotes, and stories.
io.github.docracy1/chasa
AI invoice follow-up emails for freelancers. Draft-only, never sends for you.
ai-agent-hub
A Web app for discovering and comparing AI agents and MCP servers, built with FastAPI, PostgreSQL, Angular 20 & Tailwind CSS
Pexafy MCP Server
Pexafy searches photographs the way you would describe them to a person. Ask for "someone working alone late at night in a quiet apartment, lit only by a warm desk lamp" and you…
LatAm Business Tools
Latin American business compliance suite — 28 tools for AI agents covering tax ID validation, banking, VAT, e-invoicing, and labor calendar across **Brazil, Mexico, Chile, Argenti…
Buy UK eSIM
BuyUKeSIM runs a Model Context Protocol (MCP) server, so any MCP-capable AI assistant - Claude, ChatGPT, Cursor, VS Code Copilot, Gemini CLI and others - can work with our eSIM ca…
doco
Doco is an open-source collaborative document workspace where humans and AI agents write together. It provides stable block IDs, optimistic concurrency, Markdown round-trip, and a…
sovseal — Private AI Memory
Give Claude, Cursor, and every MCP client one shared memory that never leaves your machine. On-device vector search via LanceDB + Transformers.js (384-dim embeddings), AES-256-GCM…
x402-farm
58 pay-per-call tools for AI agents, paid per request with x402 (USDC on Base/Polygon/Arbitrum) — no account, no API key. Deepest French business data coverage in x402: company id…
ai-dossier
AI-synthesized 3-bullet DeFi risk dossier for any Base wallet. Pre-trade counterparty vetting for MEV and arbitrage bots via x402 ($0.10 USDC per query).
Plaud
# Plaud Traga suas gravações do Plaud pro seu agente de IA: liste gravações, leia transcrições com identificação de falantes e os resumos e action items gerados por IA. Conecte s…
ai.tickerscout/ticker-scout
Income statement, balance sheet and cash flow, already assembled from SEC filings. No API key.
Metro Quadrado
Preço do m² por bairro em 6 cidades de Santa Catarina, Brasil. Dados abertos do Minuto Jaraguá.
basebalance.cloud — x402 RPC & MCP gateway
USDC-gated Base JSON-RPC: free 10 req/min, $0.50 per 10k. Failover, cache, /mcp, ledger.
co.pixelcove/topic-scorer
Score pages against 11,485 public taxonomy categories by embedding similarity. $0.05/call via MCP.
AI SENSE Free Public Tools
Public MCP tools for approvals, webhooks, temporary storage, short links, time and UUIDs.
docs2mcp
Turn local documentation into a remote, read-only MCP server for AskMesh, Claude, Codex, and any compatible AI agent.
TrustyCap
Production backend for AI-built apps: storage, data, jobs, webhooks, email, metering and billing.
Feason Context
Christian source evidence for AI agents, with provenance, tradition coverage, and citation checks.
Signal Lab Apify Data Tools
Run Signal Lab Apify Actors for price tracking, keywords, RAG, transcripts, Reddit, jobs, and menus.
Deep Art AI
Generate and edit images and videos, and check your Deep Art credit balance.