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.
MCP Test Runner
Local test execution and coverage summaries for onboarding agents.
io.github.grinnellian/magnifica-humanitas-mcp
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and footnotes.
io.github.cyanheads/fcc-broadband-mcp-server
FCC broadband availability, coverage analysis, and digital divide data for US geographies.
io.github.cyanheads/gdelt-mcp-server
Search and analyze global news coverage and US TV transcripts via the GDELT Project APIs.
io.github.cyanheads/un-comtrade-mcp-server
UN Comtrade international trade statistics via MCP. Country/HS lookups, flows, balances, rankings.
ai.voxell/forge
MCP server for Forge, Voxell's hosted text-embedding API. Tools: embed and list_models.
Memori
Durable memory for AI coding agents — persistent, queryable semantic memory exposed via the Model Context Protocol (MCP).
Mantis
Cross-venue prediction market routing for AI agents — arbitrage, quotes, and demand intelligence.
Rag Eval MCP Server
MCP server exposing RAG evaluation tools (judge, suite, gate)
Zerodb Sequential Thinking
Persistent sequential thinking MCP — chain-of-thought reasoning that survives sessions, resumes across agents, and saves conclusions as plan artifacts. Powered by ZeroDB. Zero-con…
Membot
Versioned context store with hybrid search for AI agents. Stdio + HTTP MCP server and CLI.
io.github.Kevthetech143/chain-signer
Non-custodial burner wallet for AI agents: make a wallet, check balance, send, swap.
Calypso Multimodal RAG MCP
Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.
io.github.pareen/monad-mcp
Monad blockchain gateway for AI agents: balances, transfers, swaps, DeFi, with Privy signing.
io.github.Noves-Inc/canton-mcp
Query Canton Network balances, rewards, transactions, prices, and identity from any AI agent.
AUTO.RIA Used Cars
MCP server for the AUTO.RIA (ria.com) used-car API: search, listings, AI average prices.
Realm
MCP server for Realm — exposes 7 tools for AI agent connections over stdio or HTTP.
mcp-server-interview-rag
MCP server for AI Agent interview simulation with RAG knowledge base
io.github.malkreide/global-education-mcp
UNESCO UIS and OECD Education at a Glance
io.github.malkreide/swiss-snb-mcp
SNB data portal: exchange rates, balance sheet, policy rates, SARON, monetary aggregates
io.github.CSOAI-ORG/vector-knowledge-graph-mcp
AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node
io.github.llmops-pro/albyhub-admin-mcp
Admin an Alby Hub Lightning node from an agent: info, balances, channels; safety-gated writes.
io.github.lorenzo-cambiaghi/lynx
100% local MCP server for semantic code search: AST chunking, hybrid retrieval, code knowledge graph
Virage Agent Claude
Claude Code agent plugin for Virage — installs skills and configures Claude Code hooks and MCP server
Veragent
Check the trust/security score of MCP servers, agents, skills & CLIs before you install them.
io.github.ivanantigravity-lgtm/gpt-image-2-polza-mcp-server
GPT Image 2 MCP server backed by Polza media and storage APIs.
io.github.whazeted/paraglide-messages-mcp
Validated, sub-agent per-locale translation of Paraglide JS / inlang message-format projects.
io.gainium/gainium-mcp
MCP server for Gainium — manage trading bots, deals, and balances via AI assistants
md-vision
Read markdown with inlined images and index headings for agentic RAG workflows.
io.github.nipunkhanderia/golden-dataset-mcp
Version-controlled golden datasets and RAG evaluation, no API key needed.
Aivault MCP Server
MCP Server for AIVault — search, sync, and manage your AI conversations from any agent. Connects to your AIVault instance via HTTP API.
io.github.animicaorg/animica
OpenAI-compatible AI inference, code, embeddings & agent tools for bots — and mine ANM.
io.github.matiosera3-ops/defi-mcp
AI agent access to on-chain DeFi data: wallet balances, Aave v3 positions, token prices.
io.github.infino-ai/mcp-server
Keyword, vector, hybrid, and SQL retrieval over data on object storage, for AI agents.
io.github.HBarefoot/engram
Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.
io.github.axiosdevs/agentscoin-mcp
Give your AI agent a wallet on AgentsCoin: create wallet, mine AGENT, check balance, send.
io.github.david-eve-za/nvidia-nim-mcp
MCP server for NVIDIA NIM - 50+ LLMs, multimodal, image gen, embeddings, reranking
FlexOrch
Classify documents, extract structured fields, mask PII, export JSONL/RAG datasets for AI agents.
io.github.pragneshbagary/memex
Persistent session memory for Claude Code. Local SQLite, no LLMs, no network.
Hindsight MemPalace
Self-hosted long-term memory for AI agents over MCP — hierarchical recall backed by pgvector
Frinus
Frinus - MCP Server for Cognitive Memory (φρήν + νοῦς). Long-term memory, sessions, agents and knowledge for Claude and any MCP client.
com.blockventurechaincapital/bvcc-agent-wallet
Non-custodial BVCC Agent Wallet on-chain for AI agents: balances, transfers, approvals, swaps.
TrueNAS AIops
Governed TrueNAS SCALE storage ops — 21 MCP tools with audit, budget, undo guards.
io.github.AceDataCloud/mcp-acedatacloud
Manage your AceData Cloud account: services, pricing, APIs, docs, balance, usage, keys & orders
io.github.Cipher208/ariel-memory
Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth
io.github.cyanheads/gnomad-genetics-mcp-server
Look up allele frequencies by ancestry, gene constraint, variants, and coverage over gnomAD.
io.github.bibinprathap/veritasgraph
Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.
com.bykaranteli/mcp
Live crypto data: funding rates, funding arbitrage, OI pressure, Fear & Greed. Free, no API key.
com.dragapp/mcp-server
Manage your Gmail shared inbox from Claude, Cursor, or ChatGPT — read, reply, search, organize.
io.github.godesigntech/freelancer-mcp-server
Search, bid, and message clients on Freelancer.com from Claude. Multi-account support.