RAG MCP servers
RAG MCP servers indexed by Conduid, ranked by trust score. 8.3K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
Minecraft MCP
Minecraft MCP server leveraging the GDPC library.
Core
RAG agent with MCP and Llama 3.2 that instantly connects your tools and knowledge base no cap
Memory Service
AI-powered memory storage and retrieval system built with LlamaIndex(SimpleDocumentStore) and FastMCP.
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.…
Rag
MCP server for RAG from a directory of files
Pgmcp
PostgreSQL Model Context Protocol Toolkit: Apache AGE, Scraping, PGVector, Admin
Knowledge Base MCP
Local mcp doing RAG
Nmap MCP
The MCP feature, specifically developed for Nmap under Linux, interfaces with SSH persistent connections to enable remote scanning and execution. Leveraging FastMCP, it provides s…
Agent Skills MCP
mcp server serving coding agent skills with helper tools
Agentrag
Multi-Source Agentic RAG with MCP — LangGraph ReAct + DeepSeek + Qdrant + FastMCP + FastAPI + Streamlit
Cloud Agent
A multi-agent cloud service assistant with FastAPI, Vue, MCP, Milvus, Neo4j, Redis, and local Qwen/vLLM support.
Cross Border Ecommerce Agent
跨境电商智能运营辅助 Agent，基于 RAG + Agent + FastAPI + FastMCP 的后端 MVP
Agent Starter Kit
Production-grade FastMCP server, RAG checklist, and prompt engineering guardrails for AI engineers.
IncidentIQ
Agentic incident investigation using MCP, RAG, and operational data to generate evidence-backed root-cause analysis.
Forge
A practical MCP playground for building and testing custom servers, clients, tools, FastMCP implementations, local file access, APIs, databases, RAG, and AI-powered workflows.
Study Buddy
MCP Study Buddy — RAG-Based AI Study Assistant: Built a document-grounded AI study assistant using Python, LangChain, MCP, ChromaDB, and LLMs,
Enterprise Agentic Rag
Production-grade Corrective & Self-Reflective Agentic RAG Backend powered by FastAPI, LangGraph, PostgreSQL (pgvector), Hybrid Search (RRF), Celery, Redis, and FastMCP.
Obsidian Knowledge MCP
Local Obsidian vault indexing and MCP search with Qdrant
AI Research Assistant
A production-grade multi-agent AI system that autonomously researches any topic, retrieves academic papers, and generates comprehensive structured reports — powered by LangGraph,…
Pdf MCP
FastMCP PDF intelligence: extract, manipulate, annotate, convert, validate, and LanceDB RAG — with a React PDF.js workbench.
Confluence Rag MCP
RAG-based Confluence search for AI agents
Synapse Framework
Modular Multi-MCP & Hybrid RAG AI framework for local & frontier models. Connect Python tools, query knowledge graphs, and inspect agent traces with a build-in inspector.
Agent Nexus
A lightweight, containerized multi-agent platform featuring an intelligent Router Agent, pre-built & dynamic sub-agents, FastMCP tool integrations, ONNX-powered vector RAG, and Po…
Agent Lab
Eight small LangGraph exercises: HITL approval, RAG with checked citations, structured output, durable runs, supervisor, MCP, evals, FastAPI + SSE. Offline tests.
Qdrant Full MCP
MCP server for Qdrant: manage Qdrant Cloud (clusters, backups, keys) and your data (collections, hybrid search, text memory) from Claude Code, Codex, Cursor or any MCP client.
Episodai
EpisodAI by Lalith Alpuri, also written Alpuri Lalith (@lalithbuilds): a local AI-agent memory MCP server with SQLite WAL, hybrid retrieval, Obsidian workflows, an HTTP bridge, an…
Docs2mcp
Turn local documentation into a remote, read-only MCP server for AskMesh, Claude, Codex, and any compatible AI agent.
Brain
Self-improving project memory that documents its own creation — built on Cognee Cloud. Cures context rot for AI development.
Nora AI Knowledge Agent Harness Public
Nora Intelligence System — self-hosted knowledge assistant with MCP retrieval (BGE/Qdrant), PostgreSQL conversations, and manual versioned ingestion. Public source snapshot.
Alexandria
Open-source MCP server and local-first vector db for compiling offline research libraries. Enables advance frontends (Claude, Goose, ChatGPT) to discover and ingest technical data…
Codebase MCP
Production-grade MCP server for semantic code search with PostgreSQL and pgvector
Knowledge
An MCP server for storing and retrieving information via vector embeddings
Obsidian Semantic Search
Semantic search for Obsidian vaults using AWS Bedrock embeddings and LanceDB. Search via Claude MCP, sync via minimal Obsidian plugin.
Hybrid Rag MCP Server
ChromaDB・LangChain・Claude Vision APIを組み合わせたハイブリッドRAGをMCPサーバーとしてラップし、Claude Desktopから自然言語でPDF検索を可能にするサーバー実装
Minio MCP Server
Standalone MCP server for self-hosted MinIO — full S3-compatible object storage control via the Model Context Protocol
Echo
Local AI orchestrator for MCP - manages Ollama models for semantic search, embeddings, retrospection, pattern learning, and URL summarization. Model-agnostic by design; you choose…
Provenance
Cryptographic data provenance toolkit for Swarm — SDK, CLI, MCP server, and gateway
Mindmap
Postgres DB with MCP for long term LLM context storage
Bridge
stdio-to-HTTP bridge connecting MCP clients to a running dayGLANCE instance
AI Research Assistant
AI-powered research assistant using RAG, LangGraph multi-agent pipeline, and a custom MCP tool server.
Agent Memory MCP
Persistent per-user memory engine on Intel Optane & standard storage for AI agents (MCP + Antigravity Skill)
Kb
A fetch-once knowledge base for AI agents. Check before fetching, save after fetching, never re-fetch or fabricate. Local SQLite FTS5 search for English and CJK.
SimpleAI
Personal AI agent: Telegram bot + MCP server + RAG + budget tracker. Built with Go, PostgreSQL, pgvector.
Content Saver MCP Server
AI-Native Knowledge Management Platform -A minimal, local storage MCP server with a Next.js Web UI that allows AI assistants (ChatGPT, Claude, Cursor) and humans to capture notes…
Claude Memory MCP
Give Claude persistent memory between sessions - local Knowledge Graph, no cloud, no API key
Cursor Plugin
Cursor IDE plugin for InsForge Backend-as-a-Service. MCP server and agent skills for databases, auth, storage, AI, and serverless functions.
Reposit MCP
MCP (Model Context Protocol) server for Reposit - community knowledge sharing for AI agents.
Agent Memory
Universal MCP memory layer for AI coding agents (OpenCode, Claude Code, Cursor, Kilo Code). Self-hosted with Mem0 + Qdrant. Seed rules once, all agents remember.
Codebase Index
AST-aware codebase indexing with semantic search via MCP. Local Ollama embeddings, LanceDB storage, zero-config.
Memento
Autonomous Nervous System for AI agents: local memory graph (SQLite+RRF), Active Coercion, goal alignment via MCP, and CLI capture.