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.RudrenduPaul/freelancer-payment-protection
Wraps the fpp CLI as a single generic MCP tool for freelancer client payment-risk checks.
io.github.BlazingCDN/blazingcdn-mcp
Manage BlazingCDN from AI agents: CDN zones, cache, metrics, domains, cloud storage and video CDN
io.github.bguillow-rgb/perfume-picks
Search the Perfume Picks fragrance database: 13,000+ scents with notes, dupes, and wear data.
io.github.rafaelgaspar/longhorn-mcp
MCP server for the Longhorn distributed storage manager API, with a --read-only mode.
com.opensolr/opensolr-mcp
Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers
Docs Ask (local docs RAG)
Local RAG MCP for markdown documentation. Retrieval only; host synthesizes answers.
MainBook Bank Statement Converter
Convert PDF bank statements to checked Excel, CSV or JSON with balance validation.
io.github.dogrucanemek-alt/conarium
Governed database access for AI assistants: masking, signed receipts, coverage reconciliation.
Koma Core MCP
Protected RAG storage — agents discover public metadata, content only by access token.
io.github.dasasian/firebase-mcp-server
MCP server for Firebase — Firestore, Storage, Auth, and Cloud Logging, with schema validation.
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.
ai.smithery/akilat-spec-leave-manager-mcp
Track and manage employee time off with quick balance lookups and streamlined applications. Find t…
ai.smithery/blockscout-mcp-server
Provide AI agents and automation tools with contextual access to blockchain data including balance…
ai.smithery/ctaylor86-mcp-video-download-server
Connect your video workflows to cloud storage. Organize and access video assets across projects wi…
ai.smithery/docfork-mcp
@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…
ai.smithery/renCosta2025-context7fork
Get up-to-date, version-specific documentation and code examples from official sources directly in…
com.apple-rag/mcp-server
Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
Fabric Marketplace
Manage digital asset listings and requests within the Fabric marketplace ecosystem. Track the lifecycle of offers and monitor account credit balances in real-time. Facilitate seam…
Copilot Memory MCP
Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.
io.github.abhishek2432001/deeprepo
Productivity-boosting RAG engine for codebases with multi-provider AI support and semantic search.
io.github.annibale-x/webshift
Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
deAPI MCP Server
29 AI tools: audio/video transcription, image generation, TTS, OCR, embeddings via deAPI
io.github.felixgeelhaar/coverctl
Go code coverage analysis tool with MCP server for AI-powered coverage workflows
io.github.ggozad/haiku-rag
Agentic Retrieval Augmented Generation (RAG) with LanceDB
Linggen
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
ChromaDB Remote MCP Server
Remote ChromaDB vector database MCP server with streamable HTTP transport
Ragora
Search across all your knowledge bases to retrieve relevant information instantly from connected documentation. Discover specific collections and perform targeted queries to get p…
SperaxOS
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on Arbitrum
io.github.outris-dev-user/outris-identity-mcp
Identity resolution MCP server for phone/email lookups across 31+ services. Global + India coverage.
io.github.pgEdge/postgres-mcp
Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI
io.github.tomohiro-owada/devrag
Lightweight local RAG MCP server. 40x token reduction.
trade.neglect/mcp-server
Full Solana DeFi coverage: launchpads, tokens, trades, and wallets, decoded at scale.
Templonix Lite
Local AI agent infrastructure with FAISS-based vector memory, document ingestion, workflow templates, and integrations with Gmail, Google Calendar, Eraser.io, and Jina.
Telegram Bot API
Provides full coverage of the Telegram Bot API with 166 methods across all API categories.
Ali OSS
Provides a bridge between AI systems and Ali OSS cloud storage, enabling file upload, download, listing, and management operations through a RESTful API.
Google Cloud Platform & Workspace
Provides access to Google Workspace and GCP services with over 200 tools spanning Gmail, Drive, Calendar, Sheets, Cloud Storage, and more.
Etherscan Tools
Access Ethereum blockchain data effortlessly. Check balances, view transaction history, track token transfers, and fetch contract ABIs with ease. Enhance your Ethereum interaction…
SymPy Calculator
Provides symbolic mathematics capabilities through a Python-based server that leverages SymPy for complex calculations, equation solving, and mathematical manipulation.
LeannMcp
LEANN MCP Server — semantic code search powered by ONNX Runtime. Provides MCP tools for RAG-based code retrieval with GPU-accelerated embedding (DirectML on Windows, CoreML on mac…
FluxIndex.MCP
MCP (Model Context Protocol) server implementation for FluxIndex RAG services
codemap-mcp
CodeMap is a Roslyn-powered MCP (Model Context Protocol) server that turns any MCP-compatible AI agent into a semantic code navigator for C# solutions. Instead of reading source…
FieldCure.Mcp.Rag
MCP RAG server with hybrid BM25 + vector search and AI-powered chunk contextualization. Chunks documents, enriches chunks with AI-generated context and keywords, generates embeddi…
DurableTask.Mcp
A Model Context Protocol (MCP) server for debugging, monitoring, and troubleshooting Durable Task Framework (DTFx) orchestrations stored in Azure Storage. Provides tools for task…
QdrantSkillsMCP
MCP server for semantic skill search and retrieval using Qdrant. Provides vector-based skill storage, semantic search, and multi-agent setup via CLI and MCP tools.
ElBruno.ModelContextProtocol.MCPToolRouter
Semantic routing for Model Context Protocol (MCP) tool definitions using local embeddings. Indexes MCP tools and returns the most relevant tools for a given prompt via vector sear…