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.
Rentive Architecture
How Rentive's voice AI for property management is built. Architecture, tradeoffs, and lessons.
Kalshi Arb
Python asyncio arbitrage bot for Kalshi prediction markets — real-time orderbook analysis, multi-strategy execution, and MCP server integration
Claude Md AI Agents Starter
A drop-in CLAUDE.md for AI agent codebases — tool loops, multi-agent orchestration, RAG, MCP servers. Provider boundaries, typed tools, eval harness, cost budgets. From The Senior…
Rag Observability Using Betterdb
Observability-Driven RAG: Optimized Caching with Valkey and BetterDB
Docmind MCP
Semantic document retrieval system, exposed via MCP, for AI agents like Claude
Ragloop
A pluggable, self-correcting agentic RAG framework — cited, grounded answers with a critic-driven retry loop. Swap your vector store and LLM without touching the engine. MCP-nativ…
Ponder
Agentic RAG that grades its own retrieval, rewrites weak queries, cites sources, and self-critiques its answer — with a live reasoning timeline. LangGraph + local BGE embeddings +…
Practical AI Agents
A hands-on repository for learning, building, and experimenting with AI Agents, Agentic AI, MCP, RAG, orchestration, multi-agent systems, and production-grade AI architectures. Fo…
Awesome Agents
A curated list of innovative Agent Skills, MCP servers, and agent tooling for AI coding agents
Multi Agent Explain Lab
An interactive, no-code tour of how a multi-agent AI system really works: one refund, six layers, from orchestration to observability. See where LangGraph, CrewAI, AutoGen, and MC…
Korely Graphrag
MCP-native second brain with an automatic entity graph over your markdown notes. Honest benchmark vs vanilla RAG and nano-graphrag included.
Tool Output Spoofing Lab
Benchmarking schema-valid false tool observations and defense baselines for tool-using LLM agents.
Okf Assessment
Comparison and assessment of Google Cloud's Open Knowledge Format (OKF) from a local-first agent-memory perspective. AgentOS by Nadi Adatepe.
Obsidian Memorius Plugin
Connect your Obsidian vault to Memorius — semantic search, auto-sync, context injection, MCP console, and dashboard.
Enterprise AI Agent Platform Handbook
Public technical documentation for ea-agent-platform (GitHub Pages)
Rocketride Demo Companybrain
RocketRide demo — a team Company Brain that captures GitHub into an Obsidian vault + Neo4j conflict graph, answers as sales vs engineer, and routes engineers around conflicting wo…
Turkcell
Umay AI-Gen: voice & text AI for telecom customer service. FastAPI, Next.js, RAG (Milvus), MCP, Google GenAI, Docker Compose. Turkcell Yarının Teknoloji Liderleri — semi-finalist…
Codebase Rag MCP
Local-first MCP server for hybrid codebase retrieval with Codex and ChatGPT.
Cortex Mem
Cortex — persistent AI memory for Claude Desktop & Claude Code. Local MCP server with a typed knowledge graph, contradiction detection & background scheduler. 20/20 benchmark, 27/…
Askgraph
Local-first, privacy-first codebase Q&A: structural knowledge graph (tree-sitter) + semantic search + git provenance. CLI, TUI, and MCP server for agents. Runs entirely on your ma…
Balancelab
Economy balance analysis and exploit detection for AI game agents
AI Agent Labs
Repository of labs and experiments focused on AI Agent Engineering, multi-agent systems, and intelligent automation using LLMs, MCP, and modern architectures for autonomous agents.
Kg Agent Evals
Governed GraphRAG over a provenance-tracked biomedical knowledge graph, with an eval harness measuring whether the agent stays faithful to the evidence.
Addtophxgrowth
PHX Growth Plus — Next.js 14 upgrade storefront + multi-tenant client platform (Prisma/Neon pgvector, Stripe, NextAuth, Anthropic) with guardrail tests and dual MCP servers
AI Router
Production-grade AI Router platform with Multi-LLM Routing, RAG, MCP, Plugins, Distributed Architecture, and Enterprise capabilities.
Findyourcode
search a codebase by what the code does, not the words in it. tree-sitter chunking, hybrid vector + bm25 retrieval, one sqlite file, offline.
AI Engineering Learning
An eight-day, agent-first AI engineering curriculum for non-technical learners.
Labgo
Change Impact Analyst: code graph, git ground truth, hybrid retrieval, and an honestly measured agent
Techlab AI Portfolio
AI Engineering Portfolio — TechLab AI Framework: hybrid RAG, MCP servers, multi-agent pipeline, human-in-the-loop governance
EosBot
AI Agent Engineer · LangGraph · MCP · Multi-Agent Systems · Kubernetes · Python
Multi Agent Strategy Evaluation
LangGraph-based multi-agent strategy generation, tool planning, RAG, trace observability, and evaluation.
Fayna Rag MCP
Local knowledge base with RAG and MCP server
Context Atlas
Local-first, evidence-backed project memory for developers and coding agents
AI Engineering Stack
Field-tested AI-engineering toolbox — the models, MCP/agent infra, RAG, voice, and app stack I build and ship with.
AI Security Roadmap
Bilingual, evidence-led roadmap for LLM, RAG, agent, MCP, red-team, and blue-team security.
Grow Book MCP
MCP server for semantic search over scanned / image-heavy PDFs: embeds page text AND page renders (Voyage context-4 + multimodal-3.5), fused with BM25.
AI Engineer Research
Evidence-first research across AI Engineer talks using a public transcript MCP and a standalone Codex skill.
Brain.db
Persistent memory database for MCP systems — SQLite, FTS5 search, vector embeddings, 3-signal RRF recall, ACT-R decay, graph edges. (Companion repo — architecture and interface on…
Obsidian Vault Reader
Codex plugin for searching and editing user-selected Obsidian vaults, with backups and conflict checks.
Sponge
Sponge — independent third-party profile of a public API surface, by API Evangelist. Sponge builds financial infrastructure for the agent economy — wallets that let AI agents hold…
Liquid Death
Liquid Death — independent third-party profile of a public API surface, by API Evangelist. Liquid Death is a Los Angeles beverage company founded in 2014 by Mike Cessario, Pat Coo…
Rvrb Transcriber
Atomic audio/video transcription. Audio in, text out. A composable satellite in the reverberage ecosystem.
Fix Memory MCP
Local-first coding fix memory MCP server for AI agents
Skill Graph
An MCP server for building, validating, and traversing **graph-structured agent skill systems** — networks of composable Markdown files connected through wikilinks.
AgenticRAG Router
A production-style RAG pipeline where an LLM agent chooses its own retrieval strategy through MCP, benchmarked against static baselines on 1,000 real biomedical questions.
Enterprise AI Office
A reusable, agent-readable blueprint for building a self-hosted Enterprise AI Office with knowledge, agents, RBAC, automation, workflows and enterprise tools.
Medallion Data Dictionary Rag System
RAG chatbot that auto-generates and searches a data dictionary over a Databricks medallion lakehouse, using Claude + Voyage AI + ChromaDB
Redcell
Security layer for AI agents — score the system prompt, firewall untrusted input, screen every tool call. Deterministic, 0-API, runs at the edge.
Realtime Voice Agent
CPU-only real-time voice agent with Silero VAD, faster-whisper ASR, MCP-wrapped FAISS RAG, Ollama, and Piper TTS.
J Core
Open-source organizational intelligence and governance layer — versioned Living Blueprint, verified knowledge, human-governed AI proposals