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.
Exocortex
Local-first AI thinking partner and directed knowledge graph for LLMs via FastMCP, NetworkX, and Obsidian.
Book MCP Server
AI-Powered Book Recommendation System using Spring AI, MCP, Groq Llama and PostgreSQL
Vectorless MCP
MCP server for Vectorless — give AI agents access to structure-preserving document retrieval
Idea Basin MCP
MCP server for Idea Basin — semantic knowledge graph search, browsing, and resource management for Claude and other AI assistants
Customer Support
MCP SERVER
Reranker
A generic Model Context Protocol (MCP) server for high-accuracy document reranking using sentence-transformers (Cross-Encoder). Ideal for enhancing RAG and AI agent decision-makin…
Code KB
Retrieval & navigation service for a code monorepo + its docs: indexes source and docs into small, locatable "atoms" and answers with a strict cite-or-die policy. Agent-first, MCP…
Scout MCP
Stellar Scout MCP server — agentic ecosystem research for Stellar builders. Reach Claude.ai, ChatGPT, Cursor, Gemini, and any MCP client.
Strathmore School AI App Builders Program August Holidays 2026
August 2026 Holiday Program for www.strathmore.ac.ke students. A course on building AI apps for typical AI paradigms (e.g. Multimodal, RAG, tool use, AI agents, Text-to-SQL) using…
MTA Plugin
Give any AI assistant a private, token-free memory of your files — Claude, Gemini, Cursor, VS Code, Windsurf, Codex & Grok. Converts attachments (PDF/Office/EPUB/archives) to Mark…
Anthropic RAG
Self-hosted, always-fresh RAG pipeline over the Anthropic GitHub org — grounded, cited Q&A over docs + issues/PRs/comments, refreshed hourly and served to AI agents over an MCP se…
Agent Lab
Eight small LangGraph exercises: HITL approval, RAG with checked citations, structured output, durable runs, supervisor, MCP, evals, FastAPI + SSE. Offline tests.
Ebrain
Persistent External Brain for AI Coding Agents. 6 memory tiers, sub-100ms recall, 107K+ memories, 21 MCP tools, 85+ REST endpoints. Built in Rust.
Agentice Memory
Personal AI assistant with real memory: a from-scratch Mem0-style memory library (two-phase extract/reconcile pipeline, user-sharded vector store) with CLI, REST, and MCP front en…
Shopify Support Agent
AI customer support agent for a Shopify store. LangGraph state machine, self-built MCP server over the Admin GraphQL API, RAG with citations, layered guardrails, and an eval harne…
LLM Sidecar
Local sidecar that gives every tool on your machine grounded, cited, routed AI — no API key required. Library + OpenAI-compatible daemon + MCP server + dashboard.
Soit
Governed Agent Runtime for Enterprise AI Systems — build, execute, observe, and govern AI agents with permissions, secrets, egress policy, audit, cost, and replay.
Dual Mode Conversational AI Assistant
Open-source dual-mode AI assistant for chat and voice, featuring conversational intelligence, multimodal interaction, and productivity-focused automation.
IkigAI
Bachelor's thesis aimed at creating a chat-bot for career coaching. Chatbot web con Next.js, AI with MCP integration for external data always up to date
Recall AI
Build and manage AI-driven workspaces using Next.js, React, and TypeScript with customizable UI and MIT licensing.
Agent Assembly Line
The simple way to build and embed AI agents into any software stack. Code-native, modular, and LLM-agnostic.
Pigeon Evals
A End-To-End RAG Pipeline that includes Evaluations, iterations, and swappable components. At its core it allows users to be able to try different embedding models and techniques.
Ast Rag Support MCP
A local-first, high-performance MCP server for semantic code retrieval. Features AST-based functional chunking, reactive filesystem indexing, and Gemini-powered query expansion fo…
Agentic AI Student Assistant
SAGE - An agentic AI student assistant for exam preparation, course advising, and campus automation. Powered by Claude, MCP (Model Context Protocol), and RAG.
Code MCP Tools
Local-first MCP server and web panel for agent memory, project docs, bugs, todos, and RAG search
VidWise AI
Research up to six YouTube videos with timestamped, claim-level citations.
FlockParser Legacy
Legacy version of FlockParser PDF processing system
Ecomm Assistant
Agentic RAG e-commerce assistant with self-grading retrieval and web-search fallback — LangGraph, MCP, AstraDB, FastAPI, EKS
PharmD Residency Interview PGY1 PGY2
An Interview Simulation for PharmD Residency PGY1-PGY2
STraaT Old
Straat
Prospectio Chatbot
Chainlit based chatbot to use with prospectio api and front
Career Digital Twin
AI Career Twin Agent that autonomously represents you to employers. Built with Claude, LangGraph, and LangChain. Includes resume parsing, LinkedIn profile generation, and personal…
Deep Learning Portfolio
A collection of labs in deep learning and Flutter: CNN-based pneumonia detection, LSTM stock forecasting, image classification, and a smart mobile app with AI features using Tenso…
Daml Rag Framework
🧠 DAML-RAG: Domain-Adaptive Multi-source Learning RAG Framework | GraphRAG混合检索 + 推理时学习 + 教师-学生双模型协作 | Production-ready vertical domain AI solution
WebGPU
https://webgpu.777737777.xyz
Powered Agentic Rag
MCP-Powered Agentic RAG System A self-correcting Retrieval-Augmented Generation (RAG) system that intelligently evaluates context quality and falls back to web search when needed.…
AgentCode
Agent能力增强。跟踪Agent Runtime/State/Planning，RAG入库检索，MCP应用。内置两个生产级应用，一个Work Agent ，一个RAG系统。最近一次提交：26-9-19
Alethe Rag
Self-hosted agentic RAG for multi-repo code intelligence: real ASTs (Roslyn/TSC/Pyright) → semantic knowledge graph (SQLite + sqlite-vec) → SGC graph convolution → REST + embedded…
Octopus Scout
Octoryn Web Ingestion Engine: governed, auditable, AI-native web/PDF ingestion
Wikinow
Know it now. Keep it forever.
Organism Memory
Local memory layer for AI agents — persistent, searchable memory across sessions without external APIs
AI Capstone Lab
Production-style multi-agent LLM system for autonomous inventory procurement — LangGraph + RAG + guardrails + human-in-the-loop + MCP
Warehouse Agent Mvp
Report-to-Warehouse controlled agent MVP with LangGraph, MCP, RAG, sqlglot, metadata providers, information_schema, and optional DataHub MCP integration.
Compliance Watch
Contract and invoice compliance auditor built with Claude API. Hybrid RAG, tool use, MCP server, prompt evaluation, extended thinking. Full pipeline — not a chatbot.
Niche
AI workspace for chat, MCP tools, and workflow runtime.
Anythingllm MCP
Zero-dependency Node MCP server for AnythingLLM: async chat (beats the ~60s MCP tool-call timeout on slow local models) plus workspace management, over the AnythingLLM REST API.
Agent Platform
面向复杂任务场景设计的 Agent 开发平台，基于 Go 构建 Workflow 编排引擎，支持Planner、Tool、Memory、RAG 等多类 Agent 协作；统一接入 MCP Server、多种大模型及知识库能力，实现任务自动规划、工具调用与结果生成闭环。
Biz Guard
Deterministic business-change safety gate for coding agents — evidence-backed BLOCK/ALLOW decisions
Deep Dive Capstone
Codebase Q&A with (path:line) citations — the capstone of a from-scratch AI-engineering series. Built in 8 eval-gated stages (chat → RAG → agents → hardening → production), provid…
Multi Agent Research And Writing System
针对资料调研与长文写作效率低的问题，研发多智能体调研系统，打通“网页检索、清洗、撰写、发布”的自动化流程。