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.
Cleanor
Zero-auth image optimize/convert + cited storage, image-format & QR data for AI builders.
io.github.klarlabs-studio/coverctl
Go code coverage analysis tool with MCP server for AI-powered coverage workflows
ragvault
MCP server for local-first RAG over Obsidian vaults, enabling AI agents to search and ask questions about notes with grounded citations.
mwe-mcp — Memory Wiki Engine
Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.
io.github.mapizarro1/foragex402
Meta-search MCP for x402 agent-payable services -- find paid APIs across every registry.
Nectar-MCP
Nectar is a stdio MCP server for Pollinations image and video generation. It gives MCP clients a small, focused toolset for generating images, editing images, generating videos, l…
CapyParse MCP Server
Converts PDF bank statements into structured data (Markdown, JSON, CSV, JSONL) with verified transactions and balance checks, enabling agents to audit numbers.
RagKit.Mcp
Cliente MCP (Model Context Protocol) por stdio para RagKit: conecta servidores MCP externos y registra sus herramientas en el bucle de agente. Cliente JSON-RPC propio, sin SDK.
Awesome Agentic Knowledge Base
Empirical map of 46 trending AI agent repos: storage, memory, MCP, retrieval — what they actually use, ranked by adoption
Iftree Editor
本地优先的文档数据管理工具：把大规模语料整理成带稳定地址的条件树，精确定位片段且可回溯出处；关键词 + bge-m3 语义检索，经 MCP 开放给外部 AI agent。
Aikd
Indexed semantic & BM25 code search for AI agents. Give your AI instant memory of your codebase. Rust | MCP Server.
Fastmcp Rag Wiki Tools
FastMCP 기반의 RAG 사내 지식 검색 도구 서버
Base Intel MCP
Read-only on-chain intelligence for AI agents on Base: balances, tokens, gas, tx status.
apple-suite-mcp
A minimal Python MCP server that gives Claude access to built-in Apple apps (Mail, Contacts, Calendar, Notes, Reminders) on macOS, leveraging native APIs and local databases for s…
jagoff/memo
machine git sync.
rwnalds/engram
graph dashboard, and Obsidian compatibility.
io.github.codeChap/gpt-chat
MCP server for the OpenAI ChatGPT API — chat, vision, and embeddings
io.github.codeChap/grok-chat
MCP server for the xAI Grok API — chat, vision, search, and embeddings
Charming
Build personal interactive apps with real URLs and persistent storage, using any AI.
io.github.lonniev/schwab-mcp
Multi-tenant FastMCP server for Charles Schwab brokerage data, monetized via DPYC Tollbooth
Container Tracking MCP
DCSA container tracking across 228 ocean carriers: live vessel positions, ETAs, demurrage alerts.
io.github.Shreyas-Profile/docs-mcp
Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.
io.github.nexus-mcp-infra/similarity-search-api-sdk
Stateless NMI + cosine fusion with entropy-driven alpha calibration
Tu Lugar
Search and manage Paraguay & LatAm real estate from any AI assistant.
Aegis Psych Agent
Aegis Psych Agent：校园心理支持多 Agent 风险识别与干预协作平台，覆盖 Agentic RAG、FastMCP、Tool Queue 与工程评测。
Saige
saige - Super Artificial Intelligence Graph Environment. A unified Go SDK, CLI, and MCP server for streaming AI agents, knowledge graphs, and RAG pipelines, with Ollama, OpenAI, A…
Trade Republic MCP Server
MCP server for Trade Republic – enables AI assistants to trade assets, check balances, and access market data
IntelligentAIOrderSupportPolicyAssistant
This is is AI Chatbot which uses RAG and MCP Server to connect internal database to provide intelligent Order Support and provides assistance related to order management policies.…
Inferpal
Visual Studio 2022/2026 extension: a local AI coding agent for Ollama, LM Studio or any OpenAI-compatible server. Autonomous agentic loop with 26 built-in tools — read/write files…
basescope
basescope is a read-only onchain safety layer for AI agents: it answers "is this token/contract/approval safe?" on Base and EVM chains (honeypot/rug checks, risky-approval detecti…
com.sportwizzard/sportwizzard
Real-time sports betting data: odds, player props, edges and arbitrage from 35+ books and DFS apps.
Hiberden
Read and verify your local media archive's 3-2-1 coverage across tape, disk, NAS, and cloud.
CMDOP Machine Care
Read-only health and storage diagnostics for an enrolled CMDOP machine fleet.
Release Notes Coverage Checker
Checks whether release notes cover the feature changes, fixes, and known issues provided by the user.
tezos-mcp
RAG-powered MCP server that indexes and searches Tezos protocol specs, TZIPs, and Octez source code, enabling semantic search and expert guidance on Tezos topics.
Unstructured Transform
Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.
edgeone-pages
Enables AI assistants to deploy and manage static websites on EdgeOne Pages via a self-hosted MCP server. Supports KV storage and custom domain binding.
andyliszewski/grounding-ai
first, no cloud dependency.
goofrey/zoom-search
MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.
The Front Desk Review
4,764 products, 626 categories: sourced prices, dated price history, independent-test coverage.
com.mangofolio/investbrain
Investment discipline MCP server with RAG, behavior detection, journaling, and market data.
Foundry/API
Bounded tools for rendering, extraction, RAG, enrichment, local discovery and review analysis.
world.scalix/cloud
The agent-native cloud: database, functions, AI, storage, auth and more. 50 tools, one API key.
WinDirStat MCP Server
Enables real-time Windows storage analysis, deep folder scanning, safety tiering, and protected cleanup operations through natural language.
SearchForge
Free open-source web search and page reading for LLMs, AI agents, and RAG.
Ibm Multimodal Agentic MCP Labs
LLM data-structuring pipeline with Pydantic validation and JSON auto-repair, plus a complete Model Context Protocol (MCP) stack — FastMCP server, protocol-level client with roots/…
Esolution Invoice AI
AI-powered invoicing platform for freelancers with a Next.js dashboard, Google Sheets backend, and a natural-language chat assistant. The assistant runs through a production-grade…
com.datakoot/base-intel-mcp
Read-only on-chain intel for AI agents on Base: balances, tokens, gas, tx status. No API keys.
HybridS3
Self-hosted S3-compatible object storage server with an MCP interface for AI agents.
com.agishub/agent-memory
Persistent semantic memory for AI agents: store and recall text by meaning (RAG, Vectorize). x402