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.
Ms MCP Server Ouros Knowledge
Servidor MCP para RAG do agente Midas.
Tiny MCP Gateway
Zero-dependency MCP proxy/gateway server. Aggregate multiple MCP servers, route by prefix, load-balance, auth.
Toolsift
Local, model-agnostic MCP proxy that ends tool-definition bloat — retrieve the few tools you need, not all 50. BM25 + local embeddings + hybrid retrieval, with a key-free eval har…
Obsidian Hybrid Rag MCP
Production-grade Local Hybrid RAG MCP Server for Obsidian Vaults using SOTA BAAI/bge-m3 & Jina Reranker v2
Log Repair Engine
An autonomous site reliability engine that streams live application logs via WebSockets, catches stack traces in real time, and leverages Claude 3.5 Sonnet with FastMCP tool-calli…
AI DOCUMENT SCANNER USING RAG MCP TOOLS WITH PYTHON
An AI-powered document scanner and assistant built with Python, RAG, FAISS, MCP tools, and LLMs for intelligent document search, analysis, and question answering.
AI Job Search
An AI-powered job discovery and matching platform for India, combining multi-source job ingestion, freshness filtering, skill-first matching, local embeddings, multi-provider LLMs…
Grounded Context
Grounded, auditable context layer for enterprise agents: a deterministic path for exact facts + Elasticsearch hybrid retrieval for exploration, exposed over MCP. Every answer carr…
TT T Agentic Support
An agentic telecom support assistant built with CrewAI, MCP, hybrid RAG, FastAPI, React, and PostgreSQL—powered by local LLMs for billing explanations, outage lookup, policy guida…
Capstone Project Cred Domain Support Agent
Built an AI-powered banking support agent for Cred’s lending operations. The system combines deterministic loan data, policy-document RAG with ChromaDB and SentenceTransformers, L…
Signal Desk
End-to-end short-horizon market prediction system: lock-free C++ pipeline (feed → features → online-learning predictor → REST API) with a Python RAG + LLM + MCP layer on top. Synt…
Video Understanding MCP
mcp server for video understanding(embedding, analysis, keywords,search)
Orion Second Brain
ORION — a terminal AI assistant that keeps a personal second brain in Obsidian and works on your code projects (DeepSeek, Python CLI, MCP).
Coreball
Semantic context compiler for LLM coding agents — packs the smallest useful codebase context for any task. Zero dependencies, deterministic, token-efficient.
Ragu
A knowledge base that stays true to your code: markdown docs with code citations, MCP access for agents, and an agent plugin that keeps them in sync.
Ibmi Agent
IBM agent leveraging ibmi-mcp-server
MemPersist
Durable, revision-pinned memory storage and retrieval for AI conversations.
Contextsynapse
The shared brain your agents are missing — open-source context engine for AI agents
Free AI Agent Stack
Every free LLM API, MCP server, agent framework and free-tier service you need to build an AI agent in 2026. 384 resources, human-verified, no credit card required for 222, links…
Setree Rag
An RAG algorithm that injects an overall view of the user as context while not disregarding details.
Pokemon Tcg Pocket MCP
MCP Server for Pokemon TCG Pocket based on the Pokémon TCGdex Pocket API
Saga
Topic-grained, layered memory layer for AI coding agents — local-first, MCP, single binary. Plug Claude Code / Cursor / Windsurf / Antigravity into persistent memory across sessio…
Memorius
Memorius is a self-contained, agent-agnostic memory system that gives LLMs and AI agents persistent, searchable memory with a hierarchical knowledge organization. Drop-in with mul…
Munin MCP
Turn any AI into your AI — a private local memory + context firewall for Claude, Cursor & any MCP client. Mac app + open-source engine.
Law Company Agent
️AI-powered Chinese Company Law expert —GraphRAG + 6-Agent collaboration ▎ system with RRF fusion, knowledge graph reasoning & streaming SSE | 基于 ▎ GraphRAG 的新《公司法》AI 助手
AudioControlledAgenticWebsite
Sample Audio Controlled Agentic Website for Freight Transportation, extendable to any other website type. Solid Replacement for text chat or customer service calls.
Mix
AI 应用工程学习工作区：LogiAgent-MCP（LangGraph+MCP+结构化输出+长期记忆+人工审批）、Pydantic-AI 对比版、LiteLLM 统一网关、LogiRAG 知识库
Reflex Agent
Local-first AI agent + knowledge base for your files. Your second brain on Claude Code or Codex — markdown, scheduled workflows, full recall. No cloud.
Agentic AI Roadmap 2026
90-Day Agentic AI Fresher Job Roadmap 2026 - Hindi English Guide - LangChain LangGraph RAG MCP Python - Free 80+ Page PDF
Religion Council
Worldview Council — source-grounded multi-agent deliberation with citation verification and fail-closed controls.
AI Agent Deep Dive
Explore AI agent architecture with deep dives, PDF notes, and a minimal Python teaching project for learning core agent structure
Intelligent Knowledge Assistant
Unified conversational AI that routes plain-English queries to hybrid RAG document search or live Jira — built with LangGraph, FAISS, BM25, MCP, and RAGAS.
Langchain From Zero
🚀 从零到精通 LangChain - 21章完整中文教程 | 使用 vLLM+Qwen、Langfuse、Playwright | Agent/RAG/LangGraph/MCP 全覆盖 | 100+示例
Agent Commerce Portal
The official discovery hub and documentation for Agent-Commerce-OS. Providing zero-trust, RAG-optimized data normalization APIs for AI agents.
Prompt Foo
Promptfoo is an open-source CLI and TypeScript/Node.js library for evaluating, red-teaming, and security-testing LLM applications, agents, and RAG pipelines. It runs deterministic…
Hands On Rag
Comprehensive guide and repository for building, understanding, and implementing Retrieval-Augmented Generation (RAG) systems with Python.
Youtube Transcript CLI
Fetch YouTube transcripts/subtitles from the CLI or Node — free, no API key, works in 2026 (handles PoToken).
India Invest
Value-investing analysis for Indian stocks, MFs, ETFs and your own holdings, grounded in a private brain of the sources you follow. Read-only, no auto-trading.
RAG Knowledge Base Platform
Structure‑aware RAG platform with semantic search and citations.
Fc Rm02 Transformation AI Lab
AI lab building Financial Crime, AML and Compliance solutions using RAG, Agentic AI, MCP and automation.
Oncall Copilot
Provider-agnostic AI on-call assistant — RAG + a tool-using agent + an MCP server + an eval harness — runs on Claude, OpenAI or OpenRouter. A hands-on learning project.
Barbershop AI Consultant
AI Booking Assistant
Reka Plugin
Claude Code plugin — RAG-powered AI development with semantic search, project memory, architecture decisions, and coding workflows
DeepSeek Infra
Local-first Agentic AI Infrastructure Platform with LLM Gateway, Agent DAG Runtime, MCP Tool Hub, A2A Agent Mesh, Local RAG, Tool Sandbox and Observability.
Personal Memory
基于MCP协议的个人AI记忆服务，为各种AI客户端提供长期记忆能力
Locestra
Local-first AI orchestration for coding agents, models, memory and tools, with a versioned routing EvalKit and optional cloud escalation.
Duin Governed Agent Memory
Agents that earn your trust. A harness that keeps an agent's long-term memory, model of your world and permissions as Markdown you own, governed at every step: facts labelled by w…
AI Community
Open AI community by Data Science Research Perú. Learn, build and share projects in AI, Agents, RAG, MCP and AI Engineering.
Pi Mem
Harness-verified memory recall for coding agents — re-checks a memory note against ground truth on read (verified/stale/unverifiable). Built on the pi-gate trust boundary.
Velaryn
Velaryn - local-first AI knowledge base and agent workspace for Android tablets.