RAG MCP servers
RAG MCP servers indexed by Conduid, ranked by trust score. 1.7K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
Build A Search Engine With AI Agents
Add links, craw them, search their contents. Your personal search engine is here. Powered by pg_textsearch, pgvector, Postgres, Tiger Data Cloud free tier, and more.
Outline Wiki MCP
MCP server for Outline – Create Knowledge-bases while vibe coding.
Claude Agent SDK Skill
Production-ready guides for building AI agents with Claude Agent SDK in Python and TypeScript - complete coverage of official docs plus advanced patterns (subagents, hooks, batch…
Cerefox
Personal knowledge base with hybrid search and read/write access for AI agents
Web Forager
A search-and-fetch toolkit for AI agents, available as an MCP server and as standalone Agent Skills
Ragujuary
RAG tool by Gemini File Search
Archivist MCP
Archivist MCP is a local-first memory server for coding agents. It persists decisions, incidents, rules, entities, and graph relationships in SQLite, then exposes them over MCP (s…
Nancy Brain
Nancy's RAG backend and HTTP API/MCP server connectors.
RAG In A Box
RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, taxonomy, MCP server. Cloud or local.
Mariadb Cloud Hybrid Rag Search
MariaDB Cloud Hybrid & RAG-Ready Search: Vector Search Where Your Data Lives + Real-Time MCP Augmentation
LxDIG MCP
Dynamic Intelligence Graph (DIG) MCP server for AI coding agents. Persistent code knowledge graph, a code RAG improvement, with hybrid Graph + Vector + BM25 retrieval, agent memor…
My AI Agent
基于 Spring AI 构建的企业级多智能体协同平台，集成 RAG、函数调用、MCP 协议等前沿 AI 技术
Easy Memory
Easy Memory MCP - Dual-engine embedding service with Qdrant vector store
Devbrain Stdio
DevBrain - MCP Server for Indie Developers and Founders. Remote MCP server at: https://devbrain.svenai.com/mcp
Milvus SDK Code Helper
A Model Context Protocol server that retrieves relevant code snippets or documents to help generating pymilvus code.
Trove
Trove MCP.
Voice Triage Poc
Local-first voice triage POC (whisper.cpp + RAG + workflows)
Microapi
Schema-less JSON Storage REST API
ModelServerAndDevelopmentPlatform
This is a comprehensive large model service platform designed to facilitate rapid deployment and application of large model services in small and medium-sized enterprises. The pla…
Archiledger
Graph based implementation of the Model Context Protocol Memory Server
SpringAIAlibaba
关于spring ai Alibaba的学习项目包括Ollama私有化部署和本地大模型对接、ChatClient 和 ChatModel、Server-SentEvents（SSE）实现Stream流式输出及多模型共存、提示词、格式化输出、连续对话保存、文生图、文生音、向量化和向量数据库、RAG、ToolCalling工具调用、MCP、SAA
AI Spring MCP Server
Projeto de estudo que implementa um MCP Server com Spring AI, permitindo criar ferramentas personalizadas que interagem com LLMs por meio do protocolo MCP.
Spring AI Agent
Spring Boot demo application to demonstrate how an agent can be created which integrates with local tools , mcp servers and RAG.
S3 MCP Server Java
The MCP Server based on the S3 protocol can perform operations on Amazon S3 and other S3-compatible object storage services.
Zahaawii Stack
fullstack application featuring RAG Chatbot, MCP server/Client and a blog
AiyoPerps
AiyoPerps is a cryptocurrency perpetual futures trading application that supports leveraged trading on both decentralized exchanges and centralized exchanges. Include multi-tab ma…
Dotnet Dump MCP
🤖 An AI-native MCP server for .NET memory dump investigations. Leverage LLMs (Claude/Gemini) to analyze heaps, threads, and exceptions using natural language. Built with ClrMD, to…
Coa Codenav MCP
MCP server leveraging Roslyn code analysis and refactoring tools
Lancer MCP
Self-hosted MCP server for hybrid semantic code search and repository intelligence.
SampleMcpServer
Mcp server with local RAG on pdf and word documents and web search
WebSearchMCPServer
I've used the MCP SDK for C# and .NET to build a Copilot Studio compatible MCP server that leverages Google search.
Playcaller
An MCP server for Unity that lets AI verify implementations by performing tap, drag, and flick operations on the Game View.
TRPG Game
An advanced TRPG (Tabletop Role-Playing Game) server designed for automated, AI-driven adventures. This project leverages Large Language Models (LLMs) as the Keeper (KP), allowing…
Pixelbadger.Toolkit.Rag
A CLI toolkit for RAG (Retrieval-Augmented Generation) workflows with BM25 search, semantic chunking, and MCP server functionality
AI Chat Example
An .NET Aspire AI chat application that demonstrates how to chat with custom data (RAG - Event Driven) and context extensions (MCP Server) using an AI language model. .NET Aspire,…
OwlCore.Storage.Mcp
An MCP server for storage access via OwlCore.Storage
Dotnet Mtp Coverage MCP
MCP server for analyzing code coverage from MTP-based .NET test projects
Alfa Pro Terminal MCP
Model Context Protocol server for Alfa Investments PRO Terminal exposing LLM tools for accounts, balances, portfolio and ticker insights over stdio.
With Semantic Kernel
A comprehensive .NET demonstration of integrating Model Context Protocol (MCP) tools with Microsoft Semantic Kernel. Features a robust MCP client with 23+ built-in tools, intellig…
Engram Memory
A cognitive memory MCP server that provides an LLM with namespace-isolated vector storage, k-nearest-neighbor search (cosine similarity), a knowledge graph, semantic clustering, l…
LlmsTxtKit
A C#/.NET MCP (Model Context Protocol) server and library that implements llms.txt-aware content retrieval, validation, and caching for AI agent systems.
Synaptic.NET
Synaptic.NET is a fully .NET-based solution to provide an ASP.NET server with MCP, RESTful API functionalities, a Blazor web interface, a RAG base via Qdrant and OpenAI API commun…
Koog CLI
A demo of using Koog to build a CLI assistant that can parse API specs and/or leverage MCP servers to fulfill user's queries
Multi Agent RAG With FastMCP
A multi-agent AI system using FastAPI that answers FAQ queries using Retrieval-Augmented Generation (RAG), provides weather information, and manages tasks through a FastMCP Todo s…
Fastmcp Jina Minsearch Clone Of Context7
MCP server - a clone of Context7 - takes repo with docs from Github, downloads it and makes it searchable
Helpmaton
Workspace-based platform for managing AI agents.
Github Models Chatbot Starter
This repository provides a comprehensive starter kit for leveraging GitHub's GPT-4o AI models with Node.js.
Robolearn
Book + RAG ChatAgent + SSO + Compunding RI Intelligence built in 2 days. Robolearn is what AI-driven development with Spec-Driven methodology and Reusable Intelligence makes possi…
Streamlit Langgraph
A simple and powerful package that leverages Streamlit and LangGraph to build interactive, multi-agent web interfaces
Agentic AI Hybrid Planning Decision Making
Reasoning-driven, tool-using agent that plans and executes actions across multiple MCP servers. It combines perception (intent/tool selection), planning (single or multi-step), ex…