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.
rfc-rag
Local RAG MCP server for RFCs: semantic + full-text search with section-level precision.
Enterprise Tool Server
MCP-based enterprise tools server built with FastMCP. It exposes company document search through a RAG API and employee database lookup through SQLite, with a local stdio MCP clie…
GhostMap V2 AI Augmented Recon Framework With MCP And CVE Pipeline
Modular AI-augmented reconnaissance tool. Leverages FastMCP and the Gemini API to autonomously analyze local network topology, dynamically adjust evasion speeds, map service vulne…
Rbrain
Rust port of gbrain — single-binary personal AI knowledge base: SQLite + tantivy BM25 + usearch HNSW + CJK morphological tokenization + MCP server
PruneMem
MCP-compatible memory governance for AI agents — with structure, state, and lifecycle.
Dreviho
DREVIHO — Dreaming Viking Hooks. Memory + Reasoning hooks for AI coding CLIs. Hybrid search, 5-scope system, MMR diversity, temporal decay, content merge, auto-linking, reasoning…
Hearsay
crawl4ai for video & audio — one command turns any YouTube video, podcast, or local recording into clean, timestamped, LLM-ready markdown
FinancialServicesDashboard
AI-augmented portfolio & market-intelligence dashboard. Spring Boot 3.5 + Spring AI (RAG, tool-calling, embedded MCP server) over a real quant engine (Monte Carlo SDEs, VaR, coint…
Kb Search MCP
Hybrid BM25 + vector search over a Markdown wiki, as a Model Context Protocol server for Claude Code. Cuts session-start token cost ~95% and adds a compaction-proof session scratc…
Qms
QMS MCP Server — quality management (suppliers, batches & QC release, inspections, NCR, CAPA, complaints, HACCP) for food & beverage and manufacturing agents
TitanStore Commerce MCP
MCP commerce surface for compute credits, API keys, GPU instances, and cloud storage.
EZ@Work
Manage clients, projects, time, and invoices in EZ@Work — business management for freelancers.
grooverLab/fable
only.
Patent Intelligence MCP
Patent search, USPTO data, patent landscape & pgvector prior-art search for agents.
AgentData - Executable Liquidity / Exit-Cost
Size-aware exit cost, depeg risk & liquidity fragility for a Base token (x402, testnet).
carrasquelalex1/hipocampo
phase progressive retrieval. Bilingual EN/ES. `python scripts/hipocampo_mcp_server.py`
io.github.dhnpmp-tech/dcp-mcp
Saudi sovereign AI compute: OpenAI-compatible inference, rent GPU pods, manage storage.
AI Readiness Kit
Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.
Autonomous Codebase Guardian
Architected an autonomous AI agent combining a local RAG pipeline (ChromaDB) and the Model Context Protocol (FastMCP). Using an async Groq LLM ReAct loop, it securely executes OS…
Ohmyperf
Real-machine, real-browser web perf measurement with ~99% iframe coverage. LLM-native + AI-agent-loop ready.
Cogni
AI study app that decides what to study — persistent tutor memory, grade tracking with a 'what do I need on the final' calculator, and study through your own Claude via MCP. BYOK…
AideAgent
The open-source Claude Desktop alternative — 34 tools, local RAG (FTS5+vector+RRF), Prompt Caching, MCP/LSP/Skill/Hook, all in one cross-platform desktop app. Apache-2.0.
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.
AI Java Spring MCP Server
Projeto de estudo que implementa um MCP Server com Spring AI, permitindo criar ferramentas personalizadas que interagem com LLMs por meio do protocolo MCP.
Codeboarding MCP
Living architecture docs as an MCP server - no-LLM drift detection + on-demand CodeBoarding maps for any repo.
Athenaeum MCP
Local-first semantic-search MCP server over a personal CS/FP/graphics library
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
mcp-auth-kit
A production-minded MCP server kit that provides OAuth 2.1/PKCE authentication, rate limiting, scope-gated tools, and two-phase confirmation for building secure MCP servers with c…
Proxygate
Curated API marketplace for AI agents: one prepaid USDC balance on Solana, metered per call.
ContextBridge
MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.
Shipping Rates
Calculate and compare global shipping costs including detention, demurrage, and local port charges. Access real-time inland haulage rates and CFS fees for accurate freight budgeti…
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.
Bankstatemently
Parse PDF bank statements into structured transactions, accounts, and balances.
Paraguay Dncp
Paraguay DNCP MCP — Paraguay government procurement / public contracts (keyless).
Tradier
Tradier MCP — stock & options market data via the Tradier Brokerage API
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.
Agent Nexus
Self-hosted, model-agnostic AI agent orchestration platform. Build, run, and observe AI agents backed by any LLM (Anthropic, OpenAI, Gemini, Ollama). Features: agent groups/pipe…
Harness Context Engineering
MCP Tool Server chạy local — tối ưu hóa context window cho AI assistant (Codex / Claude) với Hybrid RAG, Memory Tiers, dynamic token budgeting, và global prompt optimization.
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