MCP servers tagged rag
4.8K 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.
Vidilearn
Production-grade content extraction agent for YouTube and the web. Extract transcripts, clean articles, and structured metadata locally with zero API keys. Features automatic Play…
Code Brain
Persistent memory, BM25 code search, MCP tools, and hook guardrails for AI coding agents — Claude Code, Codex CLI & Antigravity. One local-first .ai/ layer per repo. No SaaS, no n…
Skill Search
Semantic, on-demand skill retrieval for Claude Code — replaces the per-turn skill-listing token tax with a vector retriever over full skill descriptions.
Codeboarding MCP
Living architecture docs as an MCP server - no-LLM drift detection + on-demand CodeBoarding maps for any repo.
Study Prep MCP Server
Enables browsing and preparing study materials from local documents (PDF, Markdown, text, Word) via tools for overview, search, reading, chunking, and quiz generation.
snuETL-mcp
MCP server that provides tools to interact with SNU eTL (Canvas LMS), including viewing courses, assignments, announcements, grades, downloading and organizing course files, with…
Rubin Exchange
Rubin: self-custody DEX for crypto perpetuals & spot - trade, read positions, orders, balances.
NeuralBrain
NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments
DevSpace
Devspace is a local AI-native development space. Powered by Ollama models, RAG-based context search, and pattern-aware agents—it reviews code, tracks structure, completes logic, a…
122b0351 MCP Servers Tools Test Scaff
The mcp servers tool you'd build yourself — if you had the time. Integrates seamlessly into your VS Code workflow — keyboard shortcuts included. Status bar integration gives you…
Sales Pipeline Agent
🚀 AI-powered B2B sales pipeline agent built with Google ADK + FastMCP. Automatically researches leads, scores them, drafts personalized outreach, and manages CRM — featuring multi…
Ibm Storage Scale MCP Server
This project offers MCP server built on the IBM Storage Scale REST APIs and CLIs, enabling LLMs to interact with them.
Dp 800 Study Guide
Open-source community study guide for Microsoft DP-800: Developing AI-Enabled Database Solutions. Aligned to the March 2026 official blueprint. Covers SQL Server 2025, Azure SQL,…
SuperAgent Zero
Transform your Claude Code into a dynamic, adaptive AI workforce with persistent memory, intelligent task delegation, and unlimited scalability.
Paraguay Dncp
Paraguay DNCP MCP — Paraguay government procurement / public contracts (keyless).
Useragent
User-Agent parser MCP.
scrapedatshi-mcp
Enables Claude to scrape, crawl, extract data, and sync to vector databases using scrapedatshi's RAG pipeline, with support for multiple embedding and vector DB providers.
Wikipedia Agent
Query Wikipedia ZIM archives offline with a hybrid RAG system using Llama.cpp. Build local indexes for private, internet-free knowledge retrieval.
Hefesto
AI-assisted QA/PO platform and MCP server. Turns requirements (text or screenshot) into Jira stories, test cases and a coverage report. Works via web UI and natural language over…
ReAct RAG Agent
"面向金融研报问答与知识密集型场景的企业级智能体框架
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.
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.
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
io.github.lonniev/schwab-mcp
Multi-tenant FastMCP server for Charles Schwab brokerage data, monetized via DPYC Tollbooth
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…
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.
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.