MCP servers tagged rag
1.2K 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.Alberto-Codes/docvet
Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks
Embgrep
Local semantic search — embedding-powered grep for files, zero external services.
Cloaked Agent
Give AI agents spending power without giving them your wallet keys. Cloaked creates on-chain spending accounts with enforced constraints that agents cannot bypass - even if jailbr…
io.github.CryptoAPIs-io/mcp-address-latest
MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addresses via Crypto APIs
io.github.CryptoAPIs-io/mcp-hd-wallet
MCP server for HD wallet management, balance, and sync on EVM, UTXO, XRP via Crypto APIs
DeepSeek MCP Server
Official DeepSeek MCP server for chat, completion, model listing, and balance endpoints.
io.github.ExpertVagabond/mega
MEGA cloud storage CLI MCP server
RAGScore
Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.
io.github.HaseebKhalid1507/velocirag
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
io.github.HatmanStack/ragstack
Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
Paparats
Semantic code search for AI coding assistants. Local Qdrant, multi-repo, no API keys.
io.github.IndigoProtocol/cardano-mcp
Cardano MCP — transactions, addresses, UTxOs, balances, ADAHandles & stake delegation
InsForge
InsForge is a backend development platform designed for agentic coding. It enables coding agents to provision and operate backend infrastructure such as databases, authentication,…
io.github.LeandroPG19/cuba-memorys
Persistent memory for AI agents. Knowledge graph, Hebbian learning, RRF search, GraphRAG.
io.github.NaNMesh/nan-forget
Long-term memory for AI coding tools via vector search (Qdrant).
io.github.NitishGourishetty/contextual-mcp-server
RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-agent modes.
io.github.RagingOrangutan/rootvine-mcp
Cross-platform music and game resolution for AI agents across 15+ platforms.
io.github.RobThePCGuy/rag-vault
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
io.github.S2TConsulting/accelerators
Vector embeddings, CloudFormation generation, and OAuth validation for AI workflows
io.github.SuperAgentic/spines
Access book collections, reading lists, and bookshelf recognition from AI assistants.
io.github.TKMD/reftrixmcp
Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector
SQL Server MCP (Windows)
SQL Server MCP with RAG capabilities for Windows (native ODBC support)
io.github.VectifyAI/pageindex-mcp
Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.
io.github.alex-feel/mcp-context-server
An MCP server that provides persistent multimodal context storage for LLM agents.
Arcadia Finance
Manage Uniswap and Aerodrome liquidity positions with automated rebalancing and leverage.
io.github.atul-fusionpact/fusionpact-vectordb
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.
io.github.base76-research-lab/cognos-session-memory
CognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.
io.github.base76-research-lab/token-compressor
Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.
io.github.bolnet/memwright
Embedded memory for AI agents with SQLite FTS5, pgvector, and Neo4j graph search.
Opik MCP Server
Integrate seamlessly with your IDE and access all Opik features through a standardized protocol. Manage prompts, projects, and metrics efficiently with a unified interface. Levera…
io.github.egoughnour/massive-context-mcp
Handles 10M+ token contexts with chunking, sub-queries, and local Ollama inference.
io.github.egulatee/codecov
MCP server for querying Codecov coverage data with configurable URL support
io.github.enuno/unifi-mcp-server
An MCP server that leverages official UniFi API
io.github.fjnunezp75/gpu-bridge
47 AI models as MCP tools: LLM, image, video, audio, embeddings & more. x402 or API key.
io.github.fyllepo/qubic-mcp
MCP server for Qubic — balances, prices, transfers, wallets, and more.
io.github.gogogadgetbytes/smart-connections
MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.
io.github.goldbergyoni/test-coverage-mcp
Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens
io.github.gregario/tft-oracle
TFT champion, trait, item, and augment data for LLMs via CommunityDragon
io.github.houtini-ai/google-knowledge-graph
Search Google's Knowledge Graph for structured information about real-world entities
io.github.houtini-ai/seo-crawler-mcp
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
io.github.indragiek/uniprof
Universal CPU profiler designed for humans and AI agents
io.github.isaac-levine/forage
Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.
io.github.joesaby/doctree-mcp
BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.
RAGMap MCP
Discover RAG-capable MCP servers. Search by meaning; filter by remote, citations, local. Four tools.
io.github.kokogo100/ragalgo
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.
io.github.kpanuragh/xdebug
MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection
io.github.lordbasilaiassistant-sudo/base-flash-arb-mcp
MCP server for AI agents to detect flash loan arbitrage opportunities across DEXes on Base. Scan Uni
io.github.lordbasilaiassistant-sudo/base-wallet-toolkit
Base chain wallet tools — balances, gas, tokens, allowances, ENS resolution.
io.github.lu-zhengda/virtual-fs
PostgreSQL-backed virtual filesystem for AI agents with persistent, session-isolated storage.
io.github.maksimsarychau/mcp-zebrunner
Unified Zebrunner MCP server for TCM test cases, suites, coverage analysis, launchers, etc.