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.
Cursor Plugin
Superagent MCP and Agent Skill for Cursor
Rag MCP
MCP server exposing RAG tools backed by Ollama embeddings and ChromaDB
Forja
Forja — companion do Claude Code: agents (Jira, repos, commit/PR, relatórios, slides, RAG) orquestrados e expostos via MCP.
DocsRay
Lightweight PDF Q&A tool powered by RAG (Retrieval-Augmented Generation) with MCP (Model Context Protocol) Support.
Django Firebase MCP
A production-ready Django app implementing Firebase Model Context Protocol (MCP) server with 14 Firebase tools for AI agents. Features standalone agent, HTTP/stdio transport, Lang…
Demo
This demonstration project shows how to implement a Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG) capabilities. The demo allows AI models to intera…
Contexto
Contexto is a no-code, drag-and-drop platform that lets anyone spin up, configure, and deploy Model Context Protocol (MCP) servers—ingesting documents, chunking & embedding conten…
Memory MCP
Persistent semantic memory and knowledge graph server for AI assistants via MCP (Model Context Protocol). Built with PostgreSQL + pgvector.
Web Search
A Model Context Protocol (MCP) server provides web search capabilities leveraging the Tavily API to fetch and return web search results.
Agentic Rag Chatbot
An Agentic RAG Chatbot with Model Context Protocol (MCP) integration. This project will use OpenAI SDK for embeddings and LLM, with Streamlit for the frontend.
Model Context Protocol Project
Python simulation of Model Context Protocol (MCP) with two collaborating agents — SummariserAgent and ChartAgent — using a shared context to perform text summarization and word fr…
Rag Chatbot
An agent-based RAG chatbot that answers questions from PDF, DOCX, PPTX, CSV, TXT, and MD files — powered by custom agents, vector search, and LLMs using the Model Context Protocol…
Learning Path
An intelligent curriculum generator that uses a Model Context Protocol (MCP) to turn a single prompt into a structured learning plan. It leverages an LLM to process YouTube conten…
SentinelMCP
SentinelMCP is a production‑minded system for Retrieval‑Augmented Generation (RAG) with multi‑agent orchestration and Model Context Protocol (MCP) integration. It exposes institut…
Agentic Rag MCP Chatbot
An agentic Retrieval-Augmented Generation (RAG) chatbot that answers user questions over diverse document formats (PDF, PPTX, CSV, DOCX, TXT/Markdown). Agents communicate via a Mo…
Agentic RAG
Agentic RAG Chatbot with MCP is a multi-format document QA system built using an agent-based architecture with message passing through the Model Context Protocol (MCP). It enables…
AI Manus
AI Manus, a ReAct-based autonomous planning agent, based on Spring Boot 3, Java 21, and Spring AI. Covering integration with large AI models, Spring AI core features, Prompt engin…
Agentic RAG Chatbot For Multi Format Document QA Using Model Context Protocol MCP
we are required to build an agent-based Retrieval-Augmented Generation (RAG) chatbot that can answer user questions using uploaded documents of various formats. Our architecture m…
MODULAR RAG MCP SERVER
A production-ready, fully modular Retrieval-Augmented Generation system with Model Context Protocol (MCP) integration.
Semantic Search
A Model Context Protocol (MCP) server that indexes codebases using semantic embeddings for natural language search.
Langgraph AI
A comprehensive collection of LangGraph implementations, tutorials, and advanced AI workflows covering Agentic RAG systems, MCP (Model Context Protocol) development, and practical…
Ast MCP
A Rust-based Model Context Protocol server that exposes structural code intelligence from Tree-sitter, including AST parsing, code outlines, imports, functions, chunking, queries,…
Oci MCP Server
Model Context Protocol server for Oracle Cloud Infrastructure. Drive OCI compute, networking, storage, OKE, KMS and 50+ tools from any MCP client (Claude Code, Cursor, Codex, Cont…
Rag
A high performance Agentic RAG system built on the Model Context Protocol (MCP). Enables AI agents to perform local, privacy first semantic search and document retrieval using Chr…
AgentOS
Enterprise AI Agent platform featuring FastAPI, Next.js, pgvector RAG, Model Context Protocol (MCP), deterministic guardrails, HITL approvals, and streaming chat.
Nexus
An agentic AI workspace powered by the Model Context Protocol connects filesystem, git, and RAG knowledge servers under a single LangGraph agent.
Agentic AI
An Agentic AI project built with Ollama, FastAPI, Streamlit, RAG, SQLite, and Model Context Protocol (MCP), capable of autonomous multi-step reasoning and tool execution.
JARVIS
An open-source AI assistant featuring rich Terminal TUI, multi-provider LLM routing, Model Context Protocol (MCP) servers, RAG memory, and hands-free streaming voice mode.
Gong MCP
Gong MCP server: a full-surface Model Context Protocol gateway to the Gong REST API (calls, transcripts, users, activity, scorecards, coaching, CRM). Full API coverage, zero prere…
VarunKesarwani
run Gupta Senior Technical Lead · Enterprise Solution Architect C# / .NET · Distributed Systems · Azure · Edge & Cloud Platforms · AI Systems 📍 Chennai, India · 🌍 Open to reloc…
App
MCP Server Application with RAG
Rag Server
RAG MCP Server with document vectorization and semantic search
Lightrag MCP
Streamable HTTP MCP Server for LightRAG
Cache
Reusable SQLite-backed cache for MCP servers
Ragent
Unified RAG + Memory layer for MCP servers
Cortex
An MCP server to build knowledge graph of OWL ontologies
Local Rag MCP
Pure SQLite hybrid RAG MCP server. FTS5 plus optional local Ollama embeddings.
Rag MCP
An MCP server for ingested documents and sources
Dsmctl
CLI and MCP server for Synology DSM (status, storage, Docker, packages, tasks, logs)
Health
CLI for tracking personal health metrics with SQLite storage and MCP server integration
Mnemo
Local-first MCP server for agent memory and RAG, built on SQLite hybrid search
Recall
An MCP memory server backed by Postgres and pgvector; embeddings are generated locally, so memory content never leaves the machine.
AgentOps
Self-hosted LLM operations gateway in one Go binary: OpenAI-compatible router, durable agent tracker, faithfulness evals + drift, traces, MCP server, console
Memos CLI
Memos 个人笔记命令行工具 — 同步、管理、搜索、AI 对话，支持 MCP Server 和 TUI
Reverie
Persistent memory system for LLM coding agents — MCP server implementing the Oblivion three-layer memory architecture with Ebbinghaus decay, two-gate retention, and local Ollama e…
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。
Memory Server
Persistent semantic memory service and MCP adapter for AI agents, powered by PostgreSQL and local Ollama models.
Code Search MCP
Semantic code-search MCP server for AI coding agents: hybrid retrieval (embeddings + BM25 + reranking), tree-sitter AST chunking, 30-100x fewer tokens
Paper Search MCP
MCP server for searching, indexing, and retrieving scientific papers across arXiv, INSPIRE-HEP, Semantic Scholar, OpenAlex, CrossRef, NASA ADS, Europe PMC, DOAJ, and viXra. Local…
Ripsem
Local, offline semantic code search with an MCP server for coding agents