GitHub agents

MetaRAG is an open-source engine that takes the guesswork out of RAG pipeline design. Instead of manually tuning chunking strategies, retrieval backends, and rerankers, MetaRAG benchmarks them against your own queries and routes each one to whichever configuration actually performs best on your data.

Marrow: self-hosted semantic + lexical search over your AI coding sessions and notes. Every answer cites its source; your corpus never leaves your infrastructure.

Local-first Plaud recording pipeline and personal knowledge timeline with Python, SQLite, Qdrant, RAG, 3D graphs, MCP tools, and a SwiftUI companion.

Trợ lý AI tiếng Việt chạy hoàn toàn offline trên máy cá nhân — giọng nói, bộ nhớ dài hạn, RAG an ninh mạng có trích nguồn, giao diện orb kiểu Jarvis. Tự fine-tune QLoRA trên Qwen3-4B, không phụ thuộc API bên ngoài.

An LLM builds and maintains your personal wiki. Vectorless, cited, git-native markdown — five slash commands, no SaaS.

C++ AI Agent like langgraph. 支持嵌入普通程序中扩展实现AI功能

Local-first content research pipeline and Creator Intelligence System

CI-friendly RAG evaluation: retrieval metrics, LLM-as-judge faithfulness, and a regression gate that fails your build when quality drops

Minimalist, deterministic, lightweight, fast, and portable verification of AI-generated text: measure groundedness in a source as verbatim reuse (contiguous matching) or verbatim paraphrasing (LCS). Use as a decorator over generate(), a CLI or a CI gate. Useful for research and production purposes.

AI-powered educational assessment generation platform for instructors, trainers, and enterprise knowledge management systems.

agent-skills for chonkie's ecosystem

AI-powered interview platform with RAG-based context awareness, real-time voice interviews, resume analysis, AI job recommendations, email OTP & Google authentication, and an admin dashboard. Built with the MERN stack, Groq (Llama 3.3), and vector search for grounded AI interactions.

QAFD-RAG is a graph-based retrieval-augmented generation framework that uses query-aware flow diffusion to retrieve contextually relevant subgraphs from a knowledge graph with statistical retrieval guarantees.

A lightweight, lightning-fast in-process vector database that fits in your pocket. Rust core, hybrid search, zero dependencies. Memory in the loop for agents.

DeskRoute is AI receptionist for appointment-based local businesses - real phone calls via LiveKit, Google Calendar bookings by voice, and an admin dashboard for escalations and call history.

HackerRank Orchestrate hackathon AI agents: a multi-modal damage-claim verifier (3rd of 1,773) and a support-triage RAG agent (60th of 1,349). The model describes; plain code decides

Sync Canvas courses into a local Obsidian vault — transcribed lecture notes, a cross-lecture concept graph, homework and deadlines — then study it with Claude or Gemini over MCP.

NotebookLab | Your thinking partner, on your machine. Import your documents. Ask questions. Get answers with sources. Write connected notes, search everything, and let a local AI help you think. Nothing leaves your computer.

Hard rules for coding agents that hold

OneSource: A lightweight Rust CLI tool to pack project source code for LLM context (ChatGPT/Claude). Design to be simple and lightweight.

Blueprint commits your AI product's architecture to paper. Audit tears it apart before you build. Two skills, one council.

Elevate MCP servers into authenticated HTTP endpoints. Self-hosted, in one container.

Google Ads commands & AI agent skills for Gemini CLI — analyze campaigns, audit accounts, optimize PPC performance from your terminal. GAQL queries, 7-area audits, budget optimization. Part of the Advertising Hub ecosystem.

Spatial Memory replaces standard cosine-similarity RAG with physics-inspired 8D manifold where memories and beliefs have: Mass — derived from confidence and affective encoding ; Temperature — recency heat that cools over time (Lorentzian decay); and Gravity — `F = T × m / d²` — hot, massive, nearby concepts pull attention

AI assistant with MCP integration, agent skills, knowledge graph, and task scheduling

Agent skill for the Obsidian CLI (1.12+). Read, create, search, and organize notes in Obsidian vaults.

A free, open-source, 30-day beginner roadmap that teaches non-technical people how to confidently use AI in their daily lives — for work, learning, creativity, and productivity. Available in Bengali (বাংলা) and English.

AI coding agent inside the Godot editor — a Copilot/Claude-style chat dock that reads, writes, and debugs your project. 15+ LLM providers, inline diffs, runtime error capture.

Agent Skill for modern Chinese pingshu scripts and TTS performance plans

Reasonix 配置迁移升级助手 — 将旧版 0.53 对话记录/MCP/记忆/Skill 完整迁移到新版 1.X。Migrate legacy Reasonix 0.53 data to latest 1.X.

On-device LLM chat — run open models (Gemma, Phi, Llama) fully offline with document Q&A (RAG) and a tool-calling agent. Built with Flutter + llama.cpp. Private by design: no cloud, no telemetry.

Client-side runtime for AI agents on the web.

A backend-agnostic web workspace for coding agents (Claude Code, Codex, …) — manage many concurrent agent CLI sessions with a tiling window manager, structured chat view, file explorer, and code editor.

Link to insight - AI distillation from any URL

Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data via MCP. STDIO or Streamable HTTP.

AI analyst toolkit for Terra Invicta: save analyzers, code-verified mechanics docs, and a lessons library

Many models. One workbench. Your machine. Run Claude, Codex, DeepSeek, GLM and more — side by side, or as a team. The open-source desktop workbench that turns many LLMs into one workforce you control.

A Claude Code skill: indie-maker checklists inspired by Pieter Levels' MAKE, organized by Idea/Build/Launch/Grow/Monetize/Automate/Exit.

IRCv3 platform adapter for Hermes Agent (SASL, observe-mode, runtime channel agency, chathistory persistence)

Pi Arcweld, an auditable local workspace for Pi: pinned upstream source, curated extensions, bounded MCP tooling, and a reproducible external runtime (pi-arcweld)

Open-source Hermes Agent skills: real-time travel tools for AI agents — Google Places search, weather & live flight status

Make opencode fully uncensored — ayushanzarai agent config

AI deleted my files? ai-trash intercepts rm from Claude Code, Cursor, Copilot, Codex and others — moves files to recoverable trash instead of permanent deletion. macOS, Linux, Windows.

Generate custom Solana vanity addresses on demand from your agent.

面向电赛视觉的泰山派 RK3566 Linux Codex/CC Skill：从题目分析、板端探测到 OpenCV/V4L2、UART/GPIO/RKNN 验证与工程验收。

Turn any AI agent into an interactive tutor over Model Context Protocol — lessons, quizzes, feedback.

AI 面试八股「讲成人话」📖 真实大模型/LLM/Agent/RAG 面试题 + 零基础也能看懂的大白话讲解 | Plain-language explanations of real LLM/AI interview questions.

Hermes Agent 主动消息方案

A comprehensive, practical, beginner-to-advanced guide focused on the Google Agent Development Kit (ADK). It is intended for AI/ML engineers, or aspiring ones, who understand Python, LLMs, embeddings, vector databases, and Retrieval-Augmented Generation (RAG) and want to master modern agentic AI systems.

Daily tech-news zine for engineers — Claude-authored prose, bespoke HTML, CJK typography. Deployed on Cloudflare Pages.

Local-first terminal AI coding agent with resumable sessions, memory, Skills, MCP, and DeepSeek/OpenAI Codex support.

Framework-neutral Cesium effects SDK for WebGIS dashboards, digital twins, and AI-assisted geospatial visualizations.

Forge-grade Rust terminal client for Agent Client Protocol (ACP) coding agents, with model-first routing and a multi-agent coding council.

Hermes WeChat Multi-Account Plugin (iLink Bot API)

Live crypto trading signals and market data served to AI agents.

A skill that analyzes A-share trading signals using chip structure, resonance, KDJ, Wyckoff, and Chan theory. 利用筹码结构、共振、KDJ、威科夫和缠论分析A股信号的skill。

TIA Portal V21 Add-In with AI agent integration via MCP for PLC engineering tasks

让任何 AI 真正"看"视频：纯本地的视频阅读 skill——faster-whisper GPU 转写 + ffmpeg 场景感知抽帧，双通道带时间戳（t=MM:SS），数据不出机。1 小时视频 3~5 分钟读完。Give any AI agent eyes for video: 100% local video-reading skill — faster-whisper GPU transcription + scene-aware ffmpeg frame extraction, dual-channel with t=MM:SS citations. Nothing leaves your machine.

Native Windows AI agent workspace with observable runs, controlled tools, MCP, and provider debugging — built with C# and WinUI 3

Build AI-powered software with task planning, workflow orchestration, and automated code generation using LangGraph4j and Java.

Voice teammate for Claude Code: talk to your live session hands-free, hear replies spoken. Local whisper STT + macOS TTS. /voice-on in any session.

Chat with your SQL database in plain English — a fully local AI agent powered by Ollama, RAG-based schema retrieval, and multi-database support; no data leaves your machine

BCI Research - 脑机接口技术调研 + BCI Agent Demo

从904条公开连麦中蒸馏的鲁大魔商业学习与问题诊断 Codex Skills

TikTok Shop GMV Max diagnostic framework - 4 steps + Layer ABCD (bilingual EN/中文)

One-click Render deploy template for nanobot — a lightweight self-hostable AI agent

Chronicle Plugins — event-sourced memory provider + memory-aware context engine for Hermes Agent.

OpenAI-compatible media generation gateway for AI Agents. Supports multi-provider image/video generation, model routing, prompt enhancement, and built-in Web Studio.

Control your local Claude Code from a mobile-friendly browser UI, anywhere. Self-hosted, end-to-end encrypted, with multi-host multi-device support.

Self-hosted WhatsApp and Telegram CRM gateway with multi-session messaging, AI auto-reply, knowledge base, REST API, webhooks, media support, real-time dashboard, Whatsapp Official API, and external agent integration.

Session continuity for AI coding agents — your agent picks up where it left off. Persistent memory for Claude Code, OpenAI Codex CLI & Google Gemini CLI, sharing one local db: auto context injection, compaction handover, semantic search (KO/EN/JA), error→solution recall. 100% local, zero config, zero API cost.

NoCodeWork Growth OS — open-source Growth OS for any AI agent: point it at a business URL, persist USP/UVP/ICP context, run a growth audit (SEO, speed, GEO/AI-visibility, competitors, live GA4/GSC), then delegate to marketing skills. Runs on Claude Code, Codex, Hermes & MCP.

Native macOS agent harness with permissioned tools, local LLM support, real document generation, and inspectable Markdown memory.

QoderWork CN + QoderCN 设备ID重置工具。仅替换本地设备标识序列，不删除文件，不丢失账号信息。跨平台支持 macOS Shell 和 Windows PowerShell。

An agent-native sandbox runtime: run many isolated sandboxes (beds) from one process, with an OpenSandbox-compatible HTTP API.

Natural-language-to-SQL agent built with LangGraph and FastAPI. Ask questions in plain English, get answers from your database. Powers QueryDB (querydb.in) — self-host or use free at querydb.in

Production-ready n8n workflow template: a natural-language data analyst chatbot over Supabase/Postgres. Built with LangChain Tools Agent + Claude Sonnet 4.6 + QuickChart.

Push notifications and alerts AI agents can send and manage.

Crest -- The desktop app for Claude Code. Hybrid chat + terminal, multi-agent orchestrator, super agent.

AI Web：面向 Web 自动化测试的自然语言 Browser Agent 执行平台，支持多浏览器调度、任务队列与可追溯报告。

A high-performance Rust CLI for the Semrush API. Agent-friendly with structured JSON output, rate limiting, caching, and batch workflows.

Hermes Agent skill for Anytype MCP integration

One agent SDK, hand-ported to 7 languages — JavaScript, Python, Go, Java, C#, Elixir, Clojure — every port held to the same spec by a CI-enforced cross-port conformance suite, all seven at full tier. MCP · skills · native · HTTP · built-in · A2A tools behind one interface. Docs: https://muthuishere.github.io/toolnexus/

Agentic Lemma Discovery for Program Verification in Rocq

LangGraph and LangChain retriever, tools, and navigator subgraph for OKF (Open Knowledge Format) bundles.

Production-grade prompt engineering curriculum — 7 modules covering foundations, reasoning, RAG, security, and evaluation. Model-agnostic (OpenAI/Anthropic/Ollama), runnable notebooks, mini-projects, Mermaid diagrams. Not prompt tips — prompt engineering as a discipline.

AI-powered ConstructionRetrieval-Augmented Generation system built with FastAPI, Streamlit, Groq LLMs.

Chat between the AI agents on your machine — they coordinate, ask each other questions, and get notified. No server to run.

Autonomous judge agents fix your app's debt, build what's missing, and verify every change through a browser or gate suite before it lands, then find the next thing and keep going until you say stop. Each fixer owns a file-disjoint slice of the tree, so no two can ever collide, and nothing unverified reaches git. A Claude Code plugin.

A free, cross-platform UI for local AI agents. Orchestrate Ollama, embedded GGUF models, DuckDB RAG, and MCP tools on mobile, desktop, or headless Docker without YAML configs.

A virtual life form dedicated to progress together with you and your team / 一个致力于与您和您的团队共同进步的虚拟生命体

A Claude Code orchestration protocol prototype for approved plans, bounded agent roles, and verified parallel work.

OpenCode + Ollama multi-agent workflow with builder/reviewer agents, headless runs, skills, validation gates, local session evidence, and redaction tools.

Production multi-agent Claude Code skill — turns a voiceover MP3 into a full whiteboard-explainer YouTube episode. Brief-on-disk + SHA256 verify, gated 2-wave generation, vision review loops.

小妍是一款面向科研学习与论文工作的 AI 研究助手。面对纷繁复杂的论文与信息，她帮你厘清研究脉络：输入一个主题，多 Agent 协作拆解学习路径、筛选必读论文，并生成结构化综述。 PDF 拖入即可分析，图表识别、复现建议与引用溯源无缝衔接；知识图谱则将论文、笔记与记忆编织为可检索的证据网络，让每个结论都有据可查。欢迎各位Star & PR。

Risk-adaptive Codex workflow with policy-level caps, native quality gates, and optional Superpowers handoff.

A Slack-style hub for humans and AI agents — real-time channels, external agent bots, file-aware chat, and channel memory. Open-source & self-hostable & MacOS & IOS.

Multi-agent orchestration for teams and individuals — local-first AI, custom experts, Slack integration, and collaboration with human approval.

Ready-to-use AI agents for AgentsKit — shadcn-style: copy the source into your project. registry.agentskit.io

Agentic Ops Harness | Superpowers Like AI Harness for Ops. Currently works with Hermes Agent