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.
Bedrock Engineer
Universal AI Agent using Amazon Bedrock, capable of customize to create/edit files, execute commands, search the web, use knowledge base, use multi-agents, generative images and m…
Genai Quickstart Pocs
This repository contains sample code demonstrating various use cases leveraging Amazon Bedrock and Generative AI. Each sample is a separate project with its own directory, and inc…
Awesome AI Agent Papers
A curated collection of AI agent research papers released in 2026, covering agent engineering, memory, evaluation, workflows, and autonomous systems.
Sc Auditor
Solidity smart contract auditor leveraging static analysis, Solodit findings and Map, Hunt, Attack strategy
AI Agents From Zero
🚀 2026 最系统的 AI Agent 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线…
Agentic AI
Agentic AI research papers, benchmarks, frameworks, and tools curated across 24 domains.
Glance
MCP server that delegates research / md / obsidian work to a cheap sub-agent (GLM, DeepSeek, OpenAI-compat). Saves codex/claude/cursor tokens on the heavy 'read N files' loop.
Oxideterm
All-in-one terminal workspace — local shells, SSH, SFTP, remote IDE, AI agent, and file manager in a single native binary. Built with Tauri 2 and pure Rust SSH (no OpenSSL). Smart…
AgenticX
AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MC…
Llmwiki
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !
Roampal
Memory that learns what works.
AI Localbase
一个本地优先的AI知识库系统（RAG），用于把本地文档接入辅导搜索与大模型对话流程。目前支持md、txt、pdf（文本）、xlsx、cvs类型。支持mcp服务
Airbyte Agent SDK
🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.
GenAI AgenticAI From Zero To Production
Learn GenAI and Agentic AI from Zero to Production
DM Code Agent
Lightweight, auditable Python code agent (~1500 LOC) — ReAct + Planner + Reflexion + Hybrid RAG, with SWE-bench Lite eval and trace replay.
Agentkeeper
Crash-resistant cognitive continuity for AI agents — checkpoint/restore, cross-model state reconstruction, semantic recall, and compression. Your agent survives crashes, restarts,…
Mnemon
LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with Claude Code, OpenClaw, and any CLI agent.
Agent Systems Handbook
A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent archite…
EnterpriseAgentFramework
Enterprise AI Capability Platform for Java/Spring Boot. Register business APIs as governed AI capabilities, compose Agents with GraphSpec, Runtime, MCP/A2A/Gateway, RunOps and Tra…
Sidekick
Local coding-agent orchestrator — DAG of auto-approved, git-worktree-isolated sub-sessions across LLM providers (Claude/Kimi/Grok/DeepSeek/local). AGPL-3.0.
Ocpp Rag
MCP server with RAG knowledge base for OCPP 1.6, OCPP 2.0.1, and EV charging standards
Openloomi
Openloomi is your open-source proactive AI Mates that remembers all work details.
Laravel Vigilance
A driver-agnostic control center for Laravel queues, jobs, commands & scheduler — plus whole-app APM, tracing, job batches, metrics, alerts and uptime. Self-hosted, production-saf…
Codebase Memory MCP Pro
Community fork of DeusData/codebase-memory-mcp (MIT) — incremental-reindex CALLS-edge fix + 9 integrated upstream PRs. Pure-C code knowledge-graph MCP server.
BYO LLM WIKI
Build your own LLM-native WIKI (knowledge library). Search, extract, summarize, Q&A with contextual RAG, layered knowledge graph, and reinforced memory. Importantly use selected c…
Ratel
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 retrieval. No vector DB. No embeddings.
AIGuide
AI 应用开发、AI 编程实战与面试指南，涵盖 LLM、Agent、RAG、MCP、Claude Code、Codex 等核心技术与工程实践。
Redevops Rag
Hybrid RAG (DuckDB vector + BM25 + RRF + recency/keyword priors + optional cross-encoder rerank) as an installable library + CLI.
Marm Memory
Self-hosted, local-first MCP memory server for AI agents. Fast recall at 10k memories, hybrid semantic + exact-syntax search (RAG), code & concept knowledge graphs (158 languages)…
Fojin
Buddhist Digital Text Platform — 10,500+ texts, 613 sources, trilingual cross-canon, AI Q&A (RAG), knowledge graph, full-text search
Specrag
面向 PRD、业务规则、SOP、流程文档和产品截图的证据型 RAG 知识库。
Anchormind
Fragment-Based Memory MCP Server — AI 중장기 기억 시스템 (구 Memento-mcp)
PharosRAG
Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits.
File System Brain MCP
Self-improving, AI-native markdown vault you hand to an AI agent. GitHub-style file tree + Notion editing, exposed to Claude/Cursor via a built-in MCP server (24 tools): semantic…
Uteke
🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embeddings. Single Rust binary, zero config, fully offline.
Deuz SDK
Zero-dependency TypeScript framework for production AI agents: durable execution, long-term memory, hybrid RAG, MCP tool calling, human-in-the-loop approval, planning and CodeAct…
Agentswarms
Unified Agentic AI and Business Intelligence Platform
DeskcommCRM
Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open alternative to Kommo, Octadesk & Intercom for any business that sells by chat. MCP-ready, m…
Caura
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-i…
Agent Learning
A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, LangGraph, MCP, and agentic RL.｜从零开始学 AI Agent 开发 |…
Obsidian Gemini Helper
AI chat, workflow automation, semantic search (RAG), LLM Wiki (OKF) powered by Google Gemini. Works on both desktop and mobile.
Pdf RAG MCP Server
PDF RAG server for cursor.
Weave Toolkit
Weave MCP_Server 扩展功能/工具库
Olympus
AI health platform with custom MCP server for LLM context injection
Vector Memory
A zero-configuration RAG memory server for MCP clients
Whoosh RAG MCP
A Model Context Protocol (MCP) server that provides full-text search capabilities for documentation using Whoosh. This allows AI assistants like Cline and GitHub Copilot to search…
Qdrant MCP
MCP server for document ingestion and semantic search on Qdrant. Enables ingesting local documents, generating embeddings with OpenAI, and performing vector search with metadata f…
Codebase RAG
Index any GitHub repo and search it via MCP server. Keyword + semantic + hybrid search over your codebase.
Coinex
# CoinEx MCP Server A Model Context Protocol (MCP) server that enables AI agents to interact seamlessly with the CoinEx cryptocurrency exchange. This server provides comprehensiv…
Turbopuffer
The official MCP Server for the Turbopuffer API