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.iamvirul/wso2-docs-mcp-server
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.
io.github.FrankXMX/dailyhotmcp
聚合55+平台热门榜单数据的AI工具，支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。
io.github.edgeedgehq/coverageunlocked
AI-powered insurance denial appeals. Win probabilities, payer intelligence & regulatory leverage.
io.github.migmediamarketing-ai/noto-crm
Minimalist CRM with AI agent for freelancers — pricing, features, comparisons
io.github.theYahia/gigachat-mcp
MCP server for Sber GigaChat API — chat completions, models, embeddings.
io.github.theYahia/sms-ru-mcp
MCP server for SMS.RU API — send SMS, check status, balance. 3 tools.
io.github.marian-kamenistak/elc-conference-mcp-tickets
Browse and buy ELC Conference 2026 engineering leadership tickets in Prague via AI.
sh.objekt/mcp-upload
Public file storage for AI agents. Upload files and get a permalink back.
Ownsearch
Text-first local document search MCP server backed by Gemini embeddings and Qdrant.
io.github.carsonroell-debug/leadenrich-mcp
Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max coverage
Kc Graph
AI-optimized code intelligence graph — maps codebases at module/function/variable level for token-efficient AI context retrieval
io.github.learningloons-hash/lithtrix
Search, browse, memory and blob storage for AI agents. One key at lithtrix.ai, Spark trial free.
TheCrawler
Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.
io.github.mshegolev/harbor-registry-mcp
Harbor Registry MCP — projects, repos, artifacts, storage reports, cleanup (with dry-run).
Lightrag MCP Server
LightRAG MCP Server
Markdown Vault
Headless semantic MCP server for Obsidian, Logseq, Dendron and any markdown-based knowledge base
io.github.dontsovcmc/tochka-bank
MCP server for Tochka Bank API — balance, payments, invoices, UPD, payment tracking
io.github.ivanantigravity-lgtm/nanobanana-2-polzaia-mcp-server
Nano Banana MCP server backed by Polza AI media and storage APIs.
io.github.littleblakew/msds-chain
Chemical safety intelligence — 18 tools for compatibility, hazard, PPE, storage, and compliance
com.apideck/mcp
Apideck Unified API MCP — 229 tools across 200+ SaaS connectors (accounting, HRIS, file storage).
QA Radar
Tells AI agents which files to test first — churn, coverage, and test mapping as risk scores.
io.github.artgas1/robokassa-mcp
Comprehensive MCP server for the Robokassa payment gateway (18 tools, full API coverage).
Lightrag
MCP server for LightRag
Total Agent Memory Client
TypeScript client for total-agent-memory (server v8.0+) — local-first MCP memory layer for AI coding agents
Bungraph
Turnkey temporal context graph (Graphiti port) on libsql+ACP. bunx-ready, no API keys needed.
io.github.Yarmoluk/ckg-mcp
Structured domain knowledge for AI agents. 42x more accurate than RAG, 11x fewer tokens.
Cloudprice
Compare on-demand compute + storage pricing across AWS, Azure, and GCP. Bulk workload compare.
io.github.LeoMbm/malt-mcp
MCP server for Malt.fr. Read your freelance profile, stats, and missions from Claude.
Docs To MCP Server
MCP server that exposes documentation search tools for AI assistants
Super Memory Ts
Super-Memory MCP server with local embeddings and vector search
Github Rag
MCP server for semantic search of GitHub issues/PRs via Cloudflare Worker
io.github.Arenafriends/valerie-mcp
French real estate AI: DVF transactions, internet coverage, market insights. Free + €5/month.
io.github.CSOAI-ORG/rag-knowledge-graph-mcp
Rag Knowledge Graph automation via MCP. Includes index document, rag query, add graph edge. ...
io.github.CSOAI-ORG/rag-knowledge-mcp
MCP server for rag knowledge. Features semantic search, knowledge graph query, index documen...
io.github.ejentum/ejentum-mcp
RAG augments knowledge. Ejentum augments reasoning. 4 harnesses, 679 abilities, runtime injection.
VMware AVI
VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 28 MCP tools.
io.github.LanceRoylo/mcp
AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.
Enquire
The most advanced MCP server for Obsidian vaults. Hybrid retrieval (BM25 + TF-IDF + multilingual ML embeddings, RRF-fused) with BGE cross-encoder reranking, HNSW vector index, int…
io.github.MukundaKatta/citecite-mcp
Inject, parse, and strip [N] citation markers in RAG outputs.
io.github.CSOAI-ORG/agent-prompt-injection-firewall-mcp
The WAF for agents. Pattern-based + heuristic firewall scans prompts, RAG documents, tool argume...
io.github.dappros/ethora-mcp-cli
MCP server for the Ethora chat & messaging platform: chat ops, AI bots, RAG, ERC-20 wallet.
io.github.dappros/ethora-mcp-server
MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.
Sentimatix
# Sentimatix: Indian Stock Market Intelligence Sentimatix is a high-fidelity financial intelligence API and MCP server designed specifically for the **National Stock Exchange of…
io.github.chrisbusbin-pixel/freshtrack
USDA food shelf-life database, food safety, storage tips, food waste cost calculator.
io.github.BuildPulseLLC/buildpulse-mcp
BuildPulse CI test analytics for AI agents — flaky tests, coverage, and CI run history.
github-twin
Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.
io.github.brajendrak00068/levea-mcp-server
Autonomous AI video editor over MCP: viral clips, captions, reframe, chroma key, MP4 export
io.github.rmathew1973/ios-sim-mcp
Drive the iOS Simulator via semantic accessibility-tree snapshots. Sub-200ms, no WebDriverAgent.
io.github.vola-trebla/flakiness-knowledge-graph-mcp
MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history
io.github.brunosrz/vectora
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.