MCP servers tagged rag
4.9K 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.pfeilisolana/scry-mcp
Keyless MCP bridge to Scry Solana wallet intel: free coverage check, catalog, x402 paid endpoints.
io.github.ChiragBachani/context-autopilot
Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGENTS.md rules.
Impreza Host
Deploy + manage apps, domains, VPS & crypto balance on Impreza Host - no-KYC, offshore, BTC/XMR.
NervaPack
Offline codebase knowledge graph: 91% token reduction vs naive RAG, plus cross-session agent memory.
io.github.Craig-Horton/aibvf-mcp
AI BVF: score AI portfolios Stop/Fix/Accelerate with decision confidence and pace-layer drag.
io.github.Thourum/billy-mcp
Billy (billy.dk) accounting: invoices, journal entries, trial balance, with write protection.
Kwork
Kwork freelance marketplace: browse projects, submit offers, manage orders, message clients
io.github.damoqiongqiu/mcp-local-rag
Semantic code & doc search with keyword boost. AST parsing, local embeddings, privacy-first.
Nutanix AIops
Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM, ETag-safe, 47 tools.
io.github.uxloom-dev/uxloom
Agent-native UI/UX design validation: journey completeness, state coverage, and WCAG checks.
io.github.brunovicco/openfinance-br-mcp
MCP server for Open Finance Brasil - accounts, balances, PIX, and investments across 10 banks
io.github.rijul170/falcon-mcp
Community extension of CrowdStrike falcon-mcp with near-complete Falcon API coverage
io.github.abahocodes/llmgraph
Invoke deployed LLMGraph no-code LLM workflows (chat, RAG, automations) as MCP tools.
io.github.dragnoir/shopify-theme-inspector
Profile Shopify Liquid performance, find slow theme code, and explain fixes in plain language.
Nuzo Memory
Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.
TONNode — TON blockchain access
Liteserver access to TON: balances, account state, transactions and get-methods over native ADNL.
io.github.nimish14/freelance-ops-mcp
Freelance invoice ops MCP — overdue status, tone suggestion, and reminder drafts
MySQL AIops
Governed MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentation RCA; 33 tools.
io.github.BoraGkc/ghost-publisher
Write with your AI and publish safely to Ghost.
io.github.GCTRL-TECH/gctrl
Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.
Cursor Proxmox MCP
Manage Proxmox VE via Cursor: QEMU, LXC, storage, HA, firewall, access.
io.obsideo/mcp
Encrypted S3-compatible storage with cryptographic possession proofs. 12 GB free, self-serve.
Peil
Log hours, draft invoices and check where you stand — finance for Dutch freelancers.
AIStorageDepot
AIStorageDepot prompt, rules, skills & docs library exposed over MCP (search_library + get_item).
io.github.damonwill78-a11y/clean-markdown
Any URL to clean, LLM-ready Markdown for RAG. Strips ads, nav, and boilerplate.
io.github.jaimenbell/rag-mcp
Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.
io.github.paragraflabs/at-ris-mcp
Generic MCP server for Austrian federal & state law, case law, gazettes and change monitoring.
xyz.mingxinstorage/mingxin-mcp-server
Measured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation.
Mneme MCP Server
MCP server for mneme: 9 tools for vault-native memory in Claude Code and MCP-compatible clients.
co.workix/mcp
Workix hub catalog plus freelance digest/search and proposal helpers for AI agents
io.github.hyperdrift-io/deputy-workforce-mcp
Read-only Deputy coverage, workload, timesheet, availability, and staffing signals.
io.github.timohaa/scopewalker-mcp
Codebase analysis tools for AI agents: complexity, prop drilling, doc coverage, code smells.
Darwin RAG
Local-first RAG engine with MCP server for AI agent integration.
Dense Knowledge
Local, append-only knowledge storage with selective retrieval for language models.
ai·rete·rag
Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.
com.noteboxd/mcp
Query the Noteboxd fragrance encyclopedia (fragrances, notes, brands, reviews, and charts).
io.github.Samuelfmedeiros/arachne-mcp
Web scraping, browser automation, vision, OCR, audio, RAG — 9 MCP tools via Arachne API
SkyGlance — What's Flying Above You
What's flying above you: live aircraft, identity, routes, and your own sighting history.
Weasley DeepMind
Secure, fragment-based long-term memory for MCP-compatible AI agents.
hubmesh
Deterministic multi-hop graph retrieval for RAG. Zero LLM calls in the query path.
Junê
Shared, cited knowledge-graph memory for agents — ask, search, and remember against a June endpoint
io.github.frozo-ai/edgegate-mcp
Regression-test AI models on real Snapdragon and Jetson hardware, with signed evidence for CI.
io.github.parfica/fragrances
Fragrance encyclopedia: note pyramids, accords, perfumers and dupes (parfica.com).
MCP DB Connect
MCP server for Oracle, MSSQL, PostgreSQL, MySQL, SQLite, MongoDB, and Qdrant vector search access.
io.github.AkaciaNL/basicdeploy-mcp
The runtime your agent deploys to — DB, storage, and a public URL in one MCP call.
Livespace CRM MCP Server
Unofficial local MCP server for Livespace CRM with read tools and guarded writes.
io.github.Dankaro-projects/shelfmark
Local, privacy-first document catalogue for AI agents: metadata-only discovery, no cloud, no RAG.
io.github.VBlackJack/cortex
Local multi-client RAG server over the Model Context Protocol.
Gaffer
Test analytics for AI agents: test history, flaky tests, failure clusters, coverage.
io.github.sfrangulov/minirag-mcp
Local-first RAG MCP server: hybrid search over a folder of your own documents