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.
Qdrant MCP
MCP server that wraps the Qdrant vector database API as tools.
io.github.brajendrak00068/levea-mcp-server
Autonomous AI video editor over MCP: viral clips, captions, reframe, chroma key, MP4 export
agentgate
Read-only evidence for the tools agents run: MCP server records, coverage and policy.
io.github.cletcher/chaprola
Serverless API backend: data storage, CRUD, querying, web search, email, scheduling
Qdrant Memory
Persistent scoped Qdrant memory for agents, through four explicit stdio MCP tools.
Patent MCP Server
Patent search over 1.4B global records via Google Patents on BigQuery, with CN coverage.
io.github.iamalanlui/apipay
Prepaid balance for AI agents: one key, 4,900+ tools your agent can run today, caps, receipts.
Web2MD
Turn any web page into clean Markdown, text or token-bounded RAG chunks (via RapidAPI).
io.github.learningloons-hash/lithtrix
Search, browse, memory and blob storage for AI agents. One key at lithtrix.ai, Spark trial free.
io.github.mifactory-bot/mifactory-contratos
Freelance contracts via API for any country. AI-generated or PDF. Pay-per-use: $5-$20.
Yandex Tracker
MCP server for Yandex Tracker: full API v3 coverage (187 tools)
VMware AVI
VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 28 MCP tools.
VMware Storage
VMware vSphere storage with 14 MCP tools: datastores, iSCSI, vSAN, FC multipath.
mcp-server-milvus
MCP server for Milvus
mcp-server-openfda
MCP server exposing openFDA pharmacovigilance data (FAERS adverse events, drug labels, drug recalls, ROR signal detection) as structured tools for Claude and other MCP-compatible…
qdrant-mcp-server
A Model Context Protocol (MCP) server for Qdrant vector database with semantic search capabilities
MCP
Portable Model Context Protocol tool sources for Crux.
AI
Declarative library for building AI applications
Geocontext
An experimental MCP server providing spatial context for LLM.
TikTok GMV Max
Read-only TikTok Business API: GMV Max campaigns and reports, ads, BC balances.
Lincoln
Private balance on Robinhood Chain for AI agents: send, swap and withdraw ETH, USDG and stocks.
Cronometer
Your Cronometer diary, nutrition with honest coverage (missing is never zero), and safe writes.
Achromat MOM
Recall and calibrate agent tool calls against verified policy lessons from Achromat MOM.
com.mambabuilt/mcp-agent-brokerage-resolver
Find a US real estate agent's brokerage, brokerage size, and license status from state registers.
frugal-memory
Memory for AI assistants in one SQLite file: full-text search, no vectors, no embeddings.
Sifende
Servidor MCP de Sifende: consultá y emití facturas electrónicas de SIFEN (Paraguay).
DFM · The Fund Management OS
Launch, deposit into, rebalance and redeem onchain funds on Solana mainnet.
RAG Documentation Scraper
Crawl any documentation site and return heading-bounded, LLM-ready chunks with source metadata.
Scento Perfume API (MCP server)
Free perfume & fragrance API and MCP server: notes, families, similar scents, 1,400+ perfumes.
ContextFS
Universal AI Memory Layer - Cross-client, cross-repo context management with RAG. Works with Claude Code, Claude Desktop, Gemini CLI, and any MCP client.
AIForge
Unified registry & router for agent skills, MCP servers, and Claude Code plugins.
Memvault
给编程智能体的本地长期记忆：一个 SQLite 文件 + 16 个 MCP 工具 + REST / CLI / 可视化控制台，零 Key 可用、完全离线。 | Local long-term memory for coding agents: one SQLite file, 16 MCP tools, REST + CLI + dashboard, no…
Multimodal Rag
No description published.
Cowork Semantic Search
No description published.
Lancedb MCP Server
No description published.
Rag Memory MCP
No description published.
Automagik Hive
No description published.
Rag Kit
No description published.
Kontext Brain Ts
No description published.
MyDSM5RAG
No description published.
Blueprint Rag
No description published.
Check Balance
No description published.
Agentic Rag SDK
No description published.
Nxopen MCP
MCP server giving AI coding agents accurate Siemens NXOpen .NET API knowledge via hybrid retrieval (BGE-M3 + sqlite-vec), built from your own licensed NX installation
Agent Interview
AI Agent / LLM application engineer Chinese interview question bank: 2,038 questions with reference answers
Autonomous AI Agency
An AI-powered workforce platform that executes multi-agent tasks with automatic provider failover and CEO agent orchestration. It detects technology stacks across 1,000+ platforms…
Social Knowledge Base
Turn social-media creators' videos into a searchable, curated knowledge base — Next.js download/manage app + GPU transcription (faster-whisper) + RAG
Notebooklm Connector
Bring Google NotebookLM into any MCP client (Claude, Cursor, Codex, Antigravity…) — grounded Q&A with citations, source management, and Studio content generation. Install via uvx…
Recall MCP
A local, privacy-preserving knowledge-base MCP server with semantic search (RAG) for Claude and other AI assistants.
Resonant Archive
Local-first semantic search for your ChatGPT, Claude, and AI conversation history. Python CLI + MCP server for Claude Desktop. Uses sentence-transformers + ChromaDB. No API keys,…