GitHub agents

MCP-Server for hierarchical classification systems in official statics like COICOP, SEA or NACE

RAG backend with MiniLM embeddings, hybrid retrieval, and Groq LLM integration

YouTube transcript ripper for RAG, LLM workflows, and AI research. Chrome extension. Multiple output formats

An AI chatbot trained on your website's content. Embeds as a single script tag, isolates data per client, and answers questions with site-specific context.

Knovex — AI-powered desktop knowledge base. Multi-format RAG, chat, summarizer, file reader, web search. Built on docnest.

OpenAI-compatible local embedding server for MLX models on Apple Silicon.

MNEME is a temporal knowledge-graph RAG system for personal knowledge management, answering complex questions over your notes with time-aware citations. This repo contains the reference implementation from the MNEME paper and can be used with your own documents.

All-in-one local harness for AI-assisted dev — RAG, memory, token economy, and verify gates. IDE-agnostic workspace folder; optional phase commands; extensible packs.

OpenPlex — open-source Perplexity Pro alternative for your terminal. Web search + RAG pipeline + cited answers. Supports NVIDIA NIM, Google AI Studio & OpenRouter. Runs on Termux and Linux.

Private AI for your Synology NAS — local LLM chat with optional cloud fallback. Multi-user, full Arabic + English UI, OpenAI-compatible API. Supports DVA 3221 (CUDA GPU) and DS1821+ (CPU AVX2).

AI support agent using Azure Foundry, RAG, Terraform

Split and analyze text files

ChatPDF Clone

Advanced RAG Assistant featuring Query Rewriting, Smart Routing, and Hybrid Parsing (OCR) using Azure OpenAI.

LlamaIndex tool integration for SearchApi.io — multi-engine web search (Google, News, Shopping, YouTube, Bing, Baidu)

Privacy-first local RAG system for code and knowledge retrieval with hybrid search, ChromaDB, file watching, and LLM failover.

Personal markdown memory for coding agents — brain-modelled curator, three retrieval tiers, lives on your disk.

16-week structured curriculum for going from "I called the LLM API" to shipping production-grade Agentic RAG. Go + Python, ~80 hours total.

RAG 系统 - 莆仙话方言智能问答系统

A fully local Cybercrime SOP assistant for India, combining a FastAPI backend, React frontend, and Ollama-powered RAG system to provide guidance, resources, and reporting workflows without cloud dependencies.

Sovereign, local, offline RAG for code auditing

沙漏记忆系统 — 19 MCP工具，全文搜索/语义搜索/知识图谱/人格分析。Hermes Agent 深度记忆增强。Forked & maintained by sixgodgit, original by lovevin1314-tech.

An AI-powered legal chatbot that leverages Retrieval-Augmented Generation (RAG) with DeepSeek R1 for advanced legal reasoning and document analysis.

🎭 A privacy-first, local roleplay agent powered by Ollama and FAISS. Features a sophisticated 3-layer memory system (Short/Medium/Long-term) for consistent, relationship-aware AI interactions.

RAG with LM studio, local LLMs, Scientific PDF text extraction,

Multi-agent memory MCP server in Go to share typed memories across Claude Code, Codex, and more

An AI-powered Semantic Code Search Engine that lets you query codebases using natural language instead of exact keywords. Built with a high-performance Bun/Hono backend, Next.js, and Qdrant vector embeddings for real-time streaming.

A Chrome extension powered by a LangGraph ReAct agent that lives in your browser. It can read any webpage, search the web, and connect to 500+ apps — all from a chat popup.

Self-evolving skill packs that give Claude Code & Codex judgment, not knowledge — decidable rules, per-playbook regression quizzes for models, and a project harness generator. zh-TW canon + full EN mirror.

Cite placeholder compiler for LLM-generated content

Local LLM desktop application that uses the ONNX Generative AI Runtime. Does not make any networking requests outside of the local machine. Zero HTTP (e.g.: API calls to OpenAI, Gemini), zero REST API middle-layer (e.g.: GPT4All) zero WebSocket middle-layer (Ollama, LM Studio, etc.). Loads a local LLM model.

Agent-compiled knowledge base: compile/cache/retrieve as one answer ladder, with computable staleness and machine-verifiable provenance.

Turn any repo into a Code Knowledge Graph your coding agent can reason over — symbols, API routes, ORM models, architecture decisions & git history as a typed, provenance-tracked graph, served over MCP. Built on AgentForge.

Agent Skill playbook for building DaanBot-style customer support agents

A Native Java Ecosystem for AI - Agents, Tools, Harness and Workflows

RAGferee | Building Contextual Reward Models for Retrieval-Augmented Generation

projet utilisant Ollama, expérimentation de RAG, agents, chat à but de faire un assistant perso

Baymax is an intelligent AI-powered medical document retrieval and query assistant designed to help users extract and understand information from medical PDF documents using advanced natural language processing.

Middle Python (Django, DRF, FastAPI) backend developer's path to becoming an ML Engineer / MLOps Engineer — in Uzbek

A comprehensive AI-powered chat system built with modern microservices architecture, featuring LangGraph, FastAPI, and a beautiful Vue.js frontend. The system provides enterprise-grade chat capabilities with advanced AI integration, user management, and administrative controls.

Local-first document archive assistant for semantic search and RAG using local LLMs and embeddings.

Reproducible benchmarks for execution-intent memory in long-horizon AI coding agents. ID-RAG cross-corpus matrix + LongMemEval-S subset; BYO API keys.

answerFORGE — deterministic AEO/GEO URL/brand readiness (0–100 + grade) for AI assistants/chatbots & answer-engine visibility. Free audit tool + API available

Local, self-correcting RAG for scientific papers: hybrid retrieval, sentence-level faithfulness checks, and a reproducible benchmark.

Elixir-native semantic memory engine for agents: ETS working memory, durable recall, typed observations, mental models, scoped search, and reflection packets.

High-performance .NET implementation of Google's TurboQuant algorithm (ICLR 2026). Near-optimal vector quantization: compress embeddings to 2-4 bits with cosine > 0.995.

Persistent, semantic memory for AI agents. 98% recall accuracy, 20ms latency, runs locally via Docker.

A self-running fleet of AI agents that teaches its owner to think like an AI product manager - and maintains itself daily with no babysitting. Built on Claude Code.

Personalized Daily Research Paper Recommender

Memory layer MCP for AI coding agents — durable save/recall/update on Gemini embeddings + embedded LanceDB hybrid retrieval

Spinosa is a local framework for working with LLMs. It features a set of sub-agents coherent with modern SKILL and AGENTS protocols to streamline research and build better practices.

Keep only the relevant context. AI as a tool.

비공식 토스증권 api 일부를 로그인 없이 이용하는 cli

🕸️ Crawl any website into a queryable navigation + content graph and find the shortest click-path to any action — deterministic, no-LLM browser automation

ExoBrain CLI - atomic reasoning engine for agents

Evolver is a dual-mode AI that evolves to become a better coding assistant. In 'Evolution Mode', it collaborates with you to improve its own source code. In 'Execution Mode', it uses its evolved protocol to solve programming tasks. Guide its development and test its growing capabilities in a unique human-AI partnership.

Token-aware analyst/worker workflow and token ledger extension for Pi Dev coding agents.

The soul of a DevOps/Platform consultant — an agent persona (values, voice, judgment) for GitLab CI/CD, Observability, and Kubernetes. Evidence-first, honest, asks for the right tool.

极简 AI 驱动的企业 OA 流程审核框架 — Minimalist, AI-driven audit framework designed to bring transparency and intelligence to enterprise workflows.

🐑 Ultra-lightweight CLI AI Agent — pure REPL, zero TUI, Linux-native

一个基于大模型的 AI 面试准备助手（AI Agent），支持从岗位 JD 分析到多轮模拟面试、实时评分与总结报告，帮助求职者系统化提升面试能力。

Patent Creator是一款Benchmark驱动优化的专利构建Agent

Agent Skill for enterprise readiness assessment - security, quality, and automation | Claude Code compatible

Self-hosted, Docker Compose based AI agent orchestration: ReAct runtime, multi-adapter chat (Telegram / web), skills, memory with encrypted secrets, model benchmarking, and distributed userdocker work nodes.

AI-powered Liu Yao (六爻) divination agent with classical text RAG, long-term memory, and interactive hexagram editor. 基于 LangChain + DeepSeek 的六爻解卦智能体。

Uncensored AI coding agent for your terminal — Claude Code alternative with MCP support. Drives IDA Pro, Roblox Studio, Wireshark, Blender, and any MCP server.

Decentralized, end-to-end encrypted messaging protocol for AI agents — discovery, cryptographic identity, and P2P-with-relay-fallback. Signal Protocol for agent-to-agent communication.

Open-source, self-hostable swarm-intelligence simulations with LLM agents: reports, entity graphs, and prediction markets.

A lab for studying how LLMs behave when offered a set of fake tools

A collection of AI agent skills focused on medical imaging and healthcare workflows. Built for radiologists, healthcare IT professionals, and researchers who want AI coding agents to help with imaging workflows, clinical documentation, AI integration, and medical research. Works with Claude Code, Codex, Cursor, Windsurf, and many other agents.

A small, clear, and extensible multi-user Web Agent — chat, call tools, operate a workspace, browse the web, search for information, with each conversation running in an isolated sandbox.

A desktop app for building, running, and supervising small teams of AI agents. MCP-native tools, shared workspaces, and scheduled automations.

Curated, annotated list of multi-agent systems resources — MARL, game theory, negotiation, LLM agent teams, MCP/A2A protocols, benchmarks, and frameworks

Welcome to AI-Native Startup Codex Skills, a structured skill ecosystem designed to help founders, builders, and lean teams use Codex as a strategic startup operating layer.

Open-source AI cybersecurity agent skills for SOC, incident response, threat hunting, red team, blue team, and DevSecOps. 79 skills + 12 cs-* orchestrator agents across 12 security domains. Mapped to MITRE ATT&CK and NIST CSF 2.0. Runs in Claude, ChatGPT, Gemini, Ollama, and AnythingLLM with no SaaS lock-in.

AGENTS.md, command contracts, skills, and verification rules so agents stop guessing.

Think like an attacker. Ship like a defender. — Open-source SKILL.md packs for hardening LLM systems: prompt injection, RAG security, tool execution, data leakage & governance. Framework-aware (LangChain, LlamaIndex, Semantic Kernel) and language-portable. Built for engineers who ship to production.

Typed TypeScript/React client SDK for Agentflow. Covers invoke, streaming, threads, memory, files, and graph ops, with React hooks for token-by-token streaming and client-side tool execution.

Repository for practicing GenAI & RAG examples

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Identity resolution for AI applications

Enable unified search and AI answers across text, images, audio, and video using multimodal retrieval-augmented generation with source citations.

Terminal-first AI web search agent. Smart CLI builds precise YouTube & Google queries, auto-launches a custom Streamlit video platform with inline player, shorts, and 45 related suggestions — powered by LangChain, InquirerPy, and YouTube Data API v3.

Chatbot for answering questions about the Systems Engineering program at Univalle Tuluá.

KARA is a Python toolkit for efficient document updates in RAG systems.

AI study companion that turns PDFs and YouTube videos into a Socratic tutor, flashcards, quizzes, and a knowledge graph — built on LangGraph RAG with SQLite persistence and SM-2 spaced repetition.

A modern, AI-powered Learning Management System (LMS) featuring role-based access and an agentic chatbot built with LangGraph for natural language database operations.

Recipe AI is a web application built with Streamlit and LangChain that generates easy-to-make recipes with nutrition facts based on the ingredients and kitchen appliances you have at hand.

AI Risk Intelligence Platform An end-to-end AI-powered risk analysis system that evaluates companies

Build your AI-powered team. Frameworks, role templates, workflows, and playbooks for running an organization with AI employees.

Local AI platform: run LLMs, Stable Diffusion, Whisper, TTS, video & 3D generation offline — open-source Ollama + ComfyUI alternative in one binary.

🌍 Create personalized travel itineraries with Agentic AI Trip Planner, leveraging CrewAI for real-time search and intelligent trip planning.

[ARCHIVED] Cryptographically audited multi-agent governance — Band of Agents Hackathon 2026 | BOB + AHMADBOT + EDUALC | WORM-sealed receipts — SSL v3.0

CLI-first AI team orchestration runtime for Codex, with Product/Dev/QA/Acceptance workflows and self-evolving feedback loops.

Loop Engineering for AI coding agents: Claude implements, Codex reviews, OpenCode plugs in, design stays consistent.

ResearchLoop V4：双 Loop 多智能体科研/工程协作工作流，把模糊目标冻结成 Spec，并用 Test Oracle、Worktree Check 与三道人类门实现可审计交付。

Multi-agent framework for Claude Code: tier-aware acceptance (S/M/L), acceptor/optimizer split, filesystem-isolated adversary review, cross-family second-opinion via Codex MCP, SkillOpt-style skill evolution, event ledger observability, human as supreme judge

Initialize a role-locked planner, developer, and QA multi-agent team for Codex projects.

Drop requirements docs → AI agents debate → structured specs with @implements in 7 languages.

Compile any Claude Agent Skill into a multi-agent Workflow — a meta-workflow that recovers the parallelism hidden in a skill's prose and emits a fan-out · pipeline · adversarially-verified Workflow.