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.
Github Actions
Control GitHub Actions workflows from your AI assistant to list runs, read logs, rerun jobs, cancel builds, and trigger deployments within your editor.
LangGraph
A repos containing LangGraph learning with end to end project
Server
A Domain-Driven MCP server that provides real-time weather information for Brazilian cities. Designed with SOLID principles, it leverages dependency injection and separates domain…
Memory Server
🧠 Advanced Memory System for Claude Desktop - MCP Server with CosmosDB, RAG, and intelligent entity extraction
Knowledge Server
MCP server for personal knowledge base with PDF/TXT file storage on Cloudflare Workers
Rag Server
MCP (Model Context Protocol) Server for Retrieval Augmented Generation using Mongo and Gemini, OpenAI, with A2A support Grok
Server
LangChain MCP Multi-Server Integration — A powerful Model Context Protocol (MCP) system combining LangChain agents with real-time data servers such as Weather, Stocks, Elasticsear…
Rag Server
Retrieval-Augmented Generation (RAG) server that seamlessly integrates with Claude Desktop through the Model Context Protocol (MCP). This project enhances Claude's capabilities b…
Context7
A Python MCP server for Context7 API - search and download library documentation
Gemini MCP Server
MCP server with 23 tools for Google Gemini API — chat, multimodal analysis, deep research, YouTube, Files API, embeddings, and more
Server
MCP, RAG E FIRECRAWL
Collection
Production-grade Model Context Protocol servers (TypeScript + Python): Confluence/Jira, Postgres+pgvector, hotel CRM, AWS Bedrock, Azure Foundry. Zod/Pydantic schemas, stdio+HTTP,…
Rag MCP Server
感知 RAG MCP 服务 —— 不只是把文档检索结果丢给 AI，而是告诉 AI 每个结果从哪来、有多可信、用了什么策略。通过 MCP 协议暴露完整的混合检索管线（稠密向量 + BM25 关键词 + RRF 融合 + CrossEncoder 重排序），3 行 JSON 配置即可为 Claude Desktop、Cursor、Cline 等任何支持 MCP…
Demos
Demo scripts and skills files for using Claude Code as a Database SRE agent with the Pure Storage Fusion MCP server
Pdf Server
An MCP server that lets AI assistants query your PDF documents using LLM and Qdrant vector search.
Gmail MCP Server
A secure Gmail MCP server for Claude; read, search, send, and manage emails via the Gmail API, with encrypted token storage and OAuth 2.0
Toolkit
Model Context Protocol server exposing a RAG knowledge base as MCP tools + resources + prompts — stdio and HTTP/SSE transports with bearer auth
Publicdotcom MCP Server
MCP server for the Public.com Trading API — expose your brokerage account to any MCP-compatible AI client
Rag MCP Server
📚 RAG implementation using custom MCP server for your GitHub copilot.
Minio MCP Server
MCP server to manage MinIO / S3-compatible object storage - create and manage buckets, upload/download/delete objects, set lifecycle policies, manage access policies, and query st…
Rag MCP Server
A local MCP server that indexes documents from configured directories and exposes semantic search to Claude Code, Claude Desktop, Cursor and VSCode. Works fully offline, no extern…
Supabase
MCP server with Supabase — 18 tools for DB, Auth, and Storage
Ghl MCP Server
GoHighLevel Custom MCP Server with 97% API Coverage
Documentation Server
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multil…
Qdrant MCP Server
Generic Qdrant MCP server -- store/find/list/delete over any collection, using a plain (unnamed) vector so it matches collections created the "default" way (e.g. by LangChain / n8…
SPRING AI MCP SERVER
MCP server developed by leveraging Java Spring AI framework
Tavily MCP Loadbalancer
🐙 High-availability Tavily MCP load balancer with multi-key polling and native SSE, automatically rotating API keys to boost request limits for Tavily MCP servers.
Graphx
Temporal GraphRAG on libSQL/SQLite, Postgres, or DuckDB. Define a graph once with Zod and get typed mutations, bitemporal history, vector + full-text retrieval, an HTTP API with O…
Spotify MCP
MCP server for Spotify — 23 flat tools, PKCE auth, OS-keychain storage, post-Feb-2026 Web API endpoints
Mybrain
Personal knowledge base with semantic search for Claude — local PostgreSQL + pgvector, MCP server for Claude Code CLI and Claude Desktop. Inspired by Nate B Jones's Open Brain gui…
MCP
Boxline MCP server: give Claude, Cursor and any MCP client the infrastructure agents need (browsers, shells, storage, isolated machines)
Lightrag MCP
An mcp server for Light Rag
Pcloud
Secure MCP server for pCloud cloud storage
Memory
Custom MCP server with persistent memory via local knowledge graph. Supports atomic observation storage, project tagging, error handling, and seamless Claude integration.
Sparql MCP
A read-only MCP server that exposes a SPARQL 1.1 endpoint as agent tools: query, ask, list graphs, describe entity. Every write verb is rejected before it reaches the store, so an…
Cortex
an MCP server that gives your AI agent long-term memory over your github, ask it once about any public repo/private(if yours) and it never forgets.
Core
Shared foundation for building MCP servers -- Streamable HTTP transport, OAuth 2.1, browser-based credential setup, and a shared embedding daemon.
LLM MCP Rag
LLM+MCP+RAG实战
AI Learning
From Full Stack to AI Engineer — a self-paced, milestone-based course built for backend JavaScript developers. Learn LangChain, RAG pipelines, LangGraph agents, MCP, and productio…
Recall
Local-first structured memory for Claude Code over MCP — semantic recall of incidents, code reading, decisions, and lessons. SQLite + sqlite-vec, local embeddings, no API keys.
Nova
AI provider SDK + MCP server scaffolding. Canonical contracts (chat, embeddings, models, stream, usage), OpenAI-compat adapter factory, and cross-cutting helpers for MCP servers.
CortexDB
High-performance persistent memory and knowledge engine for AI coding assistants via Model Context Protocol (MCP).
Web Search MCP
编码 agent 查资料缺搜索 API key？免 key 搜多个引擎、优先可靠来源并抽取可读正文。 Search the web and read pages without an API key.
Graph Agent
Using MCP (model context protocol) to interact with local files, Extracting structured knowledge from PDFs (and other docs), Ingesting them into Neo4j via GraphRAG, and Support…
Rag Chatbot
Course materials Q&A RAG system: FastAPI backend with ChromaDB vector store, Anthropic Claude LLM, semantic search, session management, MCP Playwright integration, and GitHub Acti…
Agentic Workflow
Agentic AI platform integrating Google Workspace, Notion, Todoist, and a PDF-based RAG system. Implemented computer-control capabilities through custom and official MCP servers, o…
Personal MCP Assistant
Personal MCP Assistant: Groq-powered ReAct agent over calendar, notes and scanned images via the Model Context Protocol. Hybrid RAG (pgvector + tsvector + RRF), CNN/OCR vision wor…
Web Search MCP
Multi-provider web search MCP with reranking, SSRF-safe fetch, and eval harness.
EmCP
Local-first semantic code retrieval for AI agents and developer tools, with incremental indexing, hybrid search, SQLite persistence, and MCP.
Git MCP
GitHub Discovery MCP helps Claude find the best open-source repositories for your research. Search for RAG systems, containerization, authentication patterns—get top relevant repo…