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.
Roampal
Memory that learns what works.
Kaas
Turn scattered notes, docs and transcripts into a queryable Markdown wiki — an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted.
Lucid Mem
Autonomous, dreamy, git-backed memory for AI coding agents.
Project Os For Codex
Open-source control plane for Codex projects: Git-backed context, visible agent progress, scoped MCP access, resumable work, and safe handoffs.
Sugar
Persistent memory for AI coding agents. Local-first, cross-session context, global knowledge, and optional autonomous task execution.
Rag MCP Server
Model Context Protocol server in Java 25 / Spring Boot 4 exposing a RAG service as tools (ask_docs, search_docs, read_chunk_neighbors) over streamable HTTP
Memory MCP
Self-hosted MCP server for personal AI memory: a searchable episodic archive of AI sessions plus a curated, high-trust semantic facts layer.
FLY DIAMOND NEXUS
Sixteen specialised neuropil models share one set of learned synapses while each fly keeps its own heading, odometry, gait phase, metabolic state and action latches. Three agents…
Sonarqube
Run SonarQube Community Build locally with Docker Compose and PostgreSQL, with persistent storage and setup instructions for connecting the SonarQube MCP server to Codex.
Hybrid Rag MCP
Local-first hybrid-RAG MCP server (Qdrant + BM25 via RRF), multi-step agent, offline Ollama fallback
Knowledge Layer
Open source, self-hosted semantic layer and knowledge graph for AI agents. Evidence-backed definitions, human review, and reusable MCP context.
Kaas
Turn scattered notes, docs and transcripts into a queryable Markdown wiki — an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted.
AI Agent Platform
MCP gateway and pgvector knowledge service for enterprise LLM agents, with RBAC tool execution and audit logs
Sillok
A local knowledge ledger: current truth in Git, what happened in Postgres. The agent gets a few rows, not the files. FastAPI + pgvector + MCP.
.github
Laava's GitHub profile for production-grade AI agents, enterprise AI, RAG, integrations, and sovereign AI infrastructure.
Chatbot
Full Multi AI Agents System | RAG | MCP | Fast API
Momento
AI personal memory OS — journal, time capsules, life chapters with MCP bridge server for semantic retrieval by LLMs
Blueprint Animation
Animate UX redesigns as step-by-step blueprint walkthroughs, explaining design decisions from before to after in one continuous flow.
Cog
An MCP integerated intelligent RAG that gives relevent context to LLM's through crawled Docs
Context7
Context7 — independent third-party profile of a public API surface, by API Evangelist. Context7 is an Upstash service providing up-to-date, version-specific documentation and code…
Context Bridge
Agentic Search using multiple enterprise nature data sources
Bot
CRiEYA-Chatbot is an MCP server that enables AI chatbots to securely access external tools and data through a standardized interface.
Weather Server
MCP weather server that provides weather data functionality using Open-Meteo API. Built with TypeScript, undici, and comprehensive test coverage
RAG MCP
A Model Context Protocol (MCP) server that facilitates Retrieval-Augmented Generation (RAG) by enabling AI assistants to retrieve and process documentation through vector search,…
Devrag
🤖 Improve your development workflow with DevRag, the lightweight RAG system for Claude Code that saves tokens and speeds up document retrieval.
AgenticAI
Agentic AI to train on mcp, vector db, RAG, and memory on json all on local machine
Knowledge MCP
MCP server for structured knowledge management
Unifi Protect MCP
MCP server for UniFi Protect surveillance - cameras, sensors, lights, and security monitoring
Generative AI
Learn Generative AI through hands-on projects using OpenAI, Gemini, Ollama, LangChain, RAG, AI Agents, MCP, Prompt Engineering, and Python. Includes interview preparation, notes,…
LLM
🤖 Build engaging AI chat experiences with Ultralytics LLM, a lightweight JavaScript client for web applications, delivered via jsDelivr with zero dependencies.
README
Context engine for the bamr87 fleet: crawlers and distillers that build queryable docs for every project, incl. MCP.
Langchain4j
LangChain4j开发
AI Code Helper
基于 LangChain4j + 通义千问的 AI 智能编程学习与求职辅导机器人
Access Agent
LangGraph tool-calling agent for ACCESS-CI user support: documentation retrieval plus live infrastructure tools, with a fact-grounded evaluation battery
Second Brain
A self-hosted personal knowledge base that connects to Claude via MCP
Dex
Local semantic memory for your Mac — find files and shell commands by describing them. Works offline; MCP server for coding agents.
Mnemonic
On-device hybrid search for markdown knowledge bases. BM25 + vector + LLM reranking with link graphs, time decay, and HyDE. Designed for pi coding agent.
Knowledge Graph
Local-first, MCP-native knowledge graph that turns your bookmarks, saves, and reads into a tool your AI agent queries. No notes required.
.github
AI OS that extends Claude Code, Gemini CLI, Codex, Qwen — adding persistent memory, 30+ skills, and personal calibration. Plain Markdown. Local-first. Yours forever.
Agent Memory
AI-powered memory system for agents. Provides persistent, context-aware memory storage with MCP integration for LLM applications.
Smriti
Plain-text memory for AI agents — markdown files, no database, no embeddings, no dependencies.
Rag Starter
Keyless local RAG (ChromaDB) with traceable citations — MCP + FastAPI
AI Engineer Vault
Build production-ready AI systems with vendor-neutral patterns for LLMs, retrieval, and agents.
Agenticqa Scan Action
Analyze AI codebases to identify integration points, security risks, and test coverage gaps in one step with comprehensive reports.
Valora.ai
🤖 Elevate software development by leveraging AI for safe, predictable, and scalable project orchestration.
Semvec Neo4j Agent Integration
Persistent semantic memory for multi-agent LLM systems: Semvec drift detection + a Neo4j knowledge graph. Constant-cost agent memory, multi-agent clusters/regions, verbatim-fact p…
Notes MCP
Personal knowledge base MCP server — lets Claude search, summarise, and connect ideas across your notes
Siza Gen
Siza AI generation engine — multi-framework code generation, 502-snippet registry, and ML-powered quality scoring. Part of the Siza ecosystem.
Arnav Ajay
Building AI systems from first principles, focusing on retrieval, evaluation, and failure modes rather than demos.
Backpack Viewer
Interactive graph visualizer for Backpack learning graphs — force-directed Canvas 2D, type hulls, walk mode, focus mode, vim-style navigation.