GitHub agents

Open Source Single Binary Authentication for the Agentic Era.

🔄 Ralph Wiggum iterative AI development loops for GitHub Copilot. Self-referential coding automation that keeps improving until done. Cross-platform Python tool.

A lightweight Model Context Protocol (MCP) server framework for ESP32. Seamlessly connect embedded devices to LLMs.

Teach your coding agent to prove its own work — evidence, not claims

📡 AI 公众号智能日报 — 从几十个号筛出每天值得读的几篇 · 8 渠道推送 · 12+ 模型

A Hybrid AI Agent for Quantitative Football Prediction Analysis

Official skill collection for EmblemAI agents — 200+ crypto tools across 7 blockchains

Stateful browser runtime for AI agents built on Playwright, with stealth interaction, structured page state, resilient automation, and debug observability.

The finmap.org MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations

📍 Storing Text Location in Vector Databases for QA tasks

🔪 Open-source safety firewall for AI agents. Intercepts tool calls before they execute, enforces YAML policies, and kills dangerous operations in real-time. Works with OpenAI, Anthropic, LangChain, and MCP. She doesn't guard. She kills.

Production-grade architecture patterns, decision frameworks, and best practices for building reliable AI agents. Framework-agnostic reference for engineers.

This repository demonstrates the use of CrewAI to enhance sales outreach and lead profiling using a combination of advanced AI agents and tools. The project leverages CrewAI agents and LangChain to identify high-value leads and craft personalized outreach campaigns.

Package manager for AI coding assistants — manage skills, agents & MCPs across Claude Code, Codex, Copilot, and Cursor

Systematic thinking enforcement plugin for OpenClaw — task tracking, plan mode, hard gates, quality checklists, and audit logging for AI agents

MCP Document Converter - A powerful MCP tool for converting documents between multiple formats, enabling AI agents to easily transform documents.

Langflow Customer Support Agent: An LLM-powered, multi-agent chatbot using Langflow, Streamlit, and OpenAI GPT-4o mini, with RAG-based retrieval via AstraDB. It dynamically routes queries to specialized agents (FAQAgent, OrderLookupAgent) for accurate, context-aware responses. Includes vector search and file upload for knowledge expansion.

An AI-powered chatbot that answers student questions using university PDFs with the help of Google's Gemini API and RAG (Retrieval-Augmented Generation) architecture.

ESG Report Analysis and Greenwashing Detection is an interactive application that enables the analysis of ESG reports to identify signs of greenwashing. Based on predefined criteria, the tool assigns a risk score and offers an interactive search system through an intelligent chat (RAG).

AI-powered Statistical Process Control, MSA, and Process Capability analysis. Upload data, ask in plain English, get charts and reports.

A template for your kickstart into GenAI!

BasaltCRM: A high-performance, enterprise-grade CRM and outreach engine. Built on Next.js 16, TypeScript, Shadcn/ui, and Prisma. Features AI-powered lead discovery, intelligent ICP scoring, multi-channel communication (Voice/SMS/Email), and real-time business analytics.

Token-efficient log file system - improve memory, reduce AI context bloat

Impermanent: a live benchmark for forecasting that measures temporal generalization under real world data drift. The benchmark includes foundation models (from AWS, Google, NXAI, Salesforce), classical statistical methods, and simple baselines. Metrics such as MASE and scaled CRPS, along with championship style points, are published on the site.

A collection of small hooks and extensions for the Pi coding agent

A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements.

Agentic Identity & Agentic Security System

🤖🧠 Agentic development workflow for AI–HI (Human Intelligence) collaboration

A lightweight, no-cost, chat agent that answers questions from custom knowledge files. No vector databases, no embeddings, no complex setup - drop in your md files and start chatting

AI-powered Laravel development assistant for Claude Code - 23 agents, 42 commands, 12 skills, 7 hooks

PolicyRAG : A RAG Based policy agent designed to guide through the process of finding the best policy that fits the requirement with no effort of reading

Claudeculator

MCP сервер для интеграции с YouGile

Automated governance framework for Claude Code — multi-model council, WIP lifecycle hooks, company memory, and security gates

A four-layer Retrieval-Augmented Generation (RAG) engine in Rust with SMT-based logic verification and knowledge graph support.

Lightning-fast semantic code search with AST chunking (15+ languages) - Hybrid TF-IDF + Vector, MCP-ready for AI assistants

NewsLLM is a RAG-based LLM application designed to analyze and summarize news articles

nano-degree in Agentic AI

A curated collection of foundational papers tracing the evolution from early generative models to modern retrieval-augmented language systems.

Compress logs for LLM analysis — Rust-powered, Python API. 40-60% token savings.

🔒 Automate cybersecurity tasks with n8n workflows for Red Team, Blue Team, and Application Security, enhancing efficiency and response times.

AI-powered BDR/SDR system that automates lead discovery, trigger detection, contact research, personalized outreach, and CRM integration in real time.

Bones for your agents — composable async agentic AI framework for Rust

The web data layer for AI agents — fetch, search, crawl, extract, screenshot, and monitor the web with 50+ domain extractors and MCP.

🏢 OPC (One-Person Company) — Multi-Agent 编排技能，让 AI 成为一人公司的 CEO。基于 OpenClaw 的 sessions_spawn 机制实现多 Agent 协作。

AI-generated video tool

Claude Code plugin — AI-powered autopilot for managing open source contributions. Track PRs, respond to maintainers, discover issues, maintain velocity.

AI-controlled browser farm on your machine. 37 MCP tools for Claude Code & Cursor — run N Chromium instances with device emulation, screenshots, network/geolocation simulation. Native GUI on Windows, Linux & macOS, plus a headless server for CI/CD.

Faraday: An Autonomous Web Research Agent (LangGraph/Streamlit). 🕵️♀️ Investigates queries using dynamic tools (Tavily, Google, NewsAPI, etc.), gathers multi-source info, and synthesizes structured reports in a Streamlit UI. Features agentic workflow & source tracking.

Sovereign AI orchestration engine with a learning Conductor. Routes between 400+ models across 15+ providers. Streams responses, detects refusals, learns from your patterns.

🤖️ A collection of papers, blogs and projects of research agents.

This is a workshop material to build multi-agent orchestration patterns using Microsoft Agent Framework, Microsoft Foundry and Aspire. 👉 https://aka.ms/agentframework/workshop/multiagent

tradeinsight-marketplace for investment-analysis-skills, A collection of agents and skills for investment analysis — fundamental, technical, and sentiment analysis of publicly traded companies.

Official AI SDK by Ampersand

Your Local Email Agent

Open-source AI desktop assistant. Chat with multiple LLM providers (OpenAI, Claude, OpenRouter) in a native app with agentic tool use, MCP server support, and built-in file/shell tools.

lm15 Python reference implementation — provider-neutral, low-level foundation for LLM APIs. Legacy 0.2.x on the legacy-0.2 branch.

Same AI, fewer tokens. Free forever. — tokenshrink.com

Large Language Model API interface

📊 CLI tool to track Claude Code usage, costs & token consumption. Analyze your AI coding assistant spending locally.

Anthropic Claude models on Google Cloud Vertex AI for pi coding agent.

Knowledge graphs and financial news analytics with large language models

A Node.js/TypeScript implementation of Recursive Language Models based on the research paper arXiv:2512.24601 by Zhang, Kraska, and Khattab.

Source code of "The HalluRAG Dataset: Detecting Closed-Domain Hallucinations in RAG Applications Using an LLM's Internal States" (arXiv: https://arxiv.org/abs/2412.17056)

Free Perplexity-style web search library for local sLLM. Bing + DuckDuckGo → semantic filtering → reranking → LLM-ready prompt with citations.

Transform academic PDFs into a Knowledge Graph with typed claims, temporal analysis, bibliometric tools, and grounded LLM synthesis that cites only your corpus.

一个专为本地环境设计的 MCP 服务端实现，通过对中小型模型深度优化的提示词规范与结构化工具集，赋予本地 Agent 系统操作与感知能力，涵盖文件工程、网络协议调试、进程管控及桌面视觉观察等 90 多个工具，使模型能够从单纯的文本生成器进化为具备自动化执行能力的本地工作智能体

Official Scrapfly MCP server for Cursor, Claude Desktop, and any MCP-compatible client. Enterprise-grade web scraping, AI extraction, and anti-bot–aware data access as first-class tools.

A Python tool that automates LinkedIn job search, ranking, and export by combining Bright Data's LinkedIn Job Listings API with OpenAI-powered AI job matching and scoring.

ExaAiAgent — Advanced AI-powered penetration testing framework with Docker sandbox, multi-agent workflows, and 50+ integrated cybersecurity tools.

Open-source Gmail MCP server. Multi-account, read, write, archive, label, auto-unsubscribe. Works with Claude, OpenClaw, Cursor, Windsurf, Cline, and any MCP-compatible AI agent or assistant.

Agent asset management tool across projects and coding tools.

智能选择 17 套分析方案的图像分析分流 Skill：先判断该怎么读图，再输出定向分析和学习建议。

A desktop pet application based on Live2D and AI Agent

GitHub security posture analysis for AI agents — 39 MCP tools, 45 checks across org, repos, Actions, secrets, supply chain, and access control

Self-programming autonomous AI agent on Raspberry Pi Zero 2W. 960+ cycles, 47 self-built tools, 417 essays, 1077 knowledge files. Zero API cost. Live: seed-brain.vercel.app

Free open-source monitoring dashboard for OpenClaw AI agents — token usage, session tracking, 7-day trends, multi-model support

A Model Context Protocol (MCP) server for Mount & Blade II: Bannerlord. Gives AI agents access to decompiled source search, XML data browsing, gameplay queries, local mod source indexing, and patch generation tools.为《骑马与砍杀2：霸主》打造的 MCP 服务器，支持源码检索、XML 数据查询、玩法数据浏览、本地 Mod 源码索引与补丁辅助生成。

Memory plugin for OpenClaw. Agent's memories strengthen through use, fade when unused, and consolidate overnight.

Security working agreements for AI coding agents: hardened AGENTS.md, prompt/tool-injection guardrails, dependency hygiene, Scorecard-ready OSS setup

Transactional File System server for Model Context Protocol (MCP). Enterprise-grade tools for AI agents: atomic edits, undo/redo, code navigation, refactoring, git integration. Docker ready.

Full-stack AI agent on LangChain / LangGraph & Next.js — chat, RAG knowledge bases.

Deterministic decision-intelligence MCP server for AI agents — 17 tools (bandits/LinUCB, HiGHS LP/MIP, PageRank, Monte Carlo, CMA-ES, conformal). Sub-25ms. Zero LLM cost. 11 free, no key. Listed on the MCP Registry & Glama.

iKanban 是一个面向键盘操作、基于 DeepSeek Harness 的多智能体编码工作空间。它专为跨项目地驱动、审查和协调并行智能体工作而构建，将会话管理、差异审查和项目感知导航集于一处。

Shannon's 5-phase pentest pipeline running natively in Claude Code — no Docker, no Temporal, just /pentest https://github.com/KeygraphHQ/shannon

LLM-agnostic memory layer for AI agents. No embeddings, no vector DB — just fast, structured, temporal memory that any LLM can consume as plain text.

Multi-perspective AI development workflows using councils of specialized agents. Plan, build, review, and ship — with 13 agent personas across 6 councils.

From Manager to Proofreader: An agentic AI translation system built on collaboration, role-based expertise, and full-stack delivery.

🚀 Access and install over 50,000 skills for AI agents with one command using the versatile agent-skills-cli tool.

Two-pass code audit skill for Claude Code: adversarial Opus deep review + Codex second opinion

AI-powered bid and proposal document generator. Upload requirements, generate professional Word docs with OpenAI / DeepSeek / Claude / Ollama.

Open-Source Prompt Injection Scanner for AI agents. 225 detection patterns across 17 categories, 15 languages. REST API, EU AI Act compliance mapping, <10ms latency.

Event Horizon is a VS Code extension that visualizes AI coding agents as a living cosmic system. Instead of viewing logs, terminals, or raw agent output, developers observe agent behavior in real time through an interactive universe.

Unified AI agent harness framework for Codex, Claude, Cursor and Copilot by wild

Batch-process meeting transcripts from Obsidian vault into structured summaries with knowledge graph updates, people notes, and concept extraction

Convert AI-generated Markdown to WhatsApp, Telegram, Discord, Slack and Instagram compatible formats using an Intermediate Representation (IR) in PHP.

A fast multi-platform agent monitoring utility

Prompt-injection firewall for LLM applications — 33 input detectors, 9 output scanners, federated ed25519-signed threat-intel feed. Apache 2.0, 1040 tests, F1 96.0% with 0% false positives. Docker, GitHub Action, LangChain/LlamaIndex/CrewAI integrations.

Building AI Agents and Workflows with LangGraph

Community MiroFish guide and AI-agent skill with operator workflow, troubleshooting, evaluation rubric, prompt engineering, model and proxy compatibility, runtime forensics, and report audit.