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A tool for unifying instructions, skills, and MCP servers for various coding agents.

Ranking of LLMs for agentic tasks

从零开始学 AI Agent 开发 | 系统、全面、实战导向的 Agent 开发教程 | 每日自动追踪 arXiv 最新论文 | Learn AI Agent Development from Scratch

Evaluation Framework for all your AI related Workflows

Your agent's librarian - the sidekick MCP server for context management to any agent

The absolute trainer to light up AI agents.

Your coding agent is editing blind. agent-lsp gives it type-aware navigation, blast-radius analysis, and pre-verified edits. 50 tools, 21 skills, 30 languages.

OpenRouter for agents and containers — control plane for persistent agent workers. Route runtime + substrate, provision specialist presets, supervise the fleet. 161 skills · 35 MCP servers.

AMP (Agent Mailer Protocol) is an async mailbox system for AI agents. Instead of chaining tools, writing DAGs, or building RPC glue — agents just send messages to each other. Works with Claude Code,

tmux + Python agent lifecycle manager (start/stop/monitor/assign) with cron-friendly scheduling; no server required

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building

Examples of Model Context Protocol (MCP) agents using LangChain, Vercel AI SDK, Rig, and Claude Desktop.

Production-ready persistent memory for AI agents. Works with LangChain, CrewAI, AutoGen, and raw Anthropic/OpenAI SDKs — in 3 lines of code.

An independent .NET implementation of a Neo4j-backed memory provider for AI agents. Persistent graph-native memory for Microsoft Agent Framework, with GraphRAG interoperability for Neo4j.

Agent Memory Playground: AI Agent Memory Design & Optimization Techniques

High-performance MCP memory server for multi-agent systems — SQLite-backed with hybrid search.

Generate and maintain AI-readable project memory, worklogs, and handoffs for any repository.

AgentMill - Enterprise-Grade AI Agent Platform & Agent Factory for Building Custom Digital Employees

a Discord / Command Line chat client and "agent" manager for LLM's like Chat-GPT that provides the models with access to tooling and a framework with which accomplish multi-step tasks.

Easily identify automation opportunities for AI Agents

Cross-engine dispatch layer for Codex, Claude Code, and Gemini CLI. One CLI, one JSON contract, unified output.

Agent Name Service (ANS) Protocol, introduced by the OWASP GenAI Security Project, is a foundational framework designed to facilitate secure discovery and interaction among AI agents.

A framework for building agent-native applications.

Self-hosted apps you operate by watching a dashboard and talking to a coding agent that IS the runtime — it proposes, applies, and evolves the app live. Built for Claude Code and MCP.

多 Agent，一行命令。Run a multi-agent network with Claude / GPT / MiniMax — one npm install.

Agent Network Visualizer v3.1 - Multi-agent simulation with economic engine, clan system, and conflict mechanics

Agentic framework for dynamic function calling across latest LLMs (gpt-4o, gemini-2.0-flash, groq modes, and anthropic models). Converts Python functions into provider-specific schemas for autonomous

Agent Notch — macOS computer-use agent that lives in the notch. Voice in, screen context in, Claude Sonnet drives the mouse.

🤖🤝🤖AI agent orchestration patterns with Semantic Kernel and AutoGen. 💸Investment advisor scenario.

My first attempt at building an AI "agent". The agent will try iteratively solving Advent of Code puzzles.

A full virtual office of role-defined AI agents with a coordination framework, operations hub, and live dashboard.

Open-source adversary emulation for AI agents and MCP servers.

Agent Orcha is a declarative framework designed to build, manage, and scale multi-agent AI systems with ease. Use YAML to orchestrate complex workflows, manage diverse tools via MCP, and integrate se

Minimal agent loop + tool calling framework (mock tools).

Local-first AI project OS that turns coding models into reliable software agents with memory, sandboxed execution, verification, recovery, GitOps, and deployment.

A highly configurable, self-evolving AI Agent operating system with plugin pipeline, multi-layer memory, hot‑reload, and MCP support. Built on FastAPI & React.高度可配置、自进化的智能体操作系统，支持插件化管道、多层记忆、热替换和 MCP 协

🚀 Clone your OpenClaw AI Agent to a new device in ~25 minutes — configs, memory, skills, everything.

AI Agent Toolkit 2026: Smart Device Control for iOS & Android

A curated list of code samples and tutorials for building agents on Gemini Enterprise Agent Platform (previously Vertex AI).

⚗️ AI Agent 生态每天海量资讯，99% 是噪音。这个仓库只做一件事：把最新碎片信号提纯为你能直接用的架构导轨、设计模式和工程实践。

Intelligent skill discovery for AI agents. Find quality-validated skills that match your project with smart recommendations, maintenance tracking, and security scanning.

Agent PM: OpenAI Agents-powered product management orchestrator with automated PRDs, tickets, and comms.

Common interface for interacting with AI agents. The protocol is tech stack agnostic - you can use it with any framework for building agents.

Agent Protocols is a structured framework of instructions, personas, skills, and SDLC workflows designed to optimize agentic AI coding assistants. It serves as a centralized, shared foundation to help

The self-improving Agentic QA harness with Memory. Write tests in natural language.
 Catch regressions before releases ship.

Evaluation package that allows benchmarking of agentic AIs from various sources and frameworks by producing statistical results which can be compared across different use cases and datasets.

💸Agent-based stock analysis and investment strategy 🔷Microsoft Agent Framework vs.🎰AutoGen

AI-native quantitative research framework

Real-time gamified dashboard for monitoring Claude Code and Codex AI agents in a medieval fantasy setting

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

Let Claude Code reach you on Telegram when it finishes work or needs decisions

A lightweight Python protocol for agent-oriented documentation

The sharpest loop engineering out there in the flagship pack. Plus a catalogue system with additional packs of subagents, skills, and hooks. Install per repo or per user. It's npm for your coding agen

Code review agents, scripts, and workflows.

Intelligent task routing for multi-agent systems

Pure-Rust async runtime for LLM agents. Multi-provider (Anthropic/OpenAI/Ollama), tool-capable end-to-end, structured permissions, real MCP support, USD cost tracking, Files API, optional FS+search to

Rules and instructions for agentic coding tools like Cursor, Claude CLI, Gemini CLI, Qodo, Cline and more

AGENTS.md rules / skills for AI coding agents: Codex, Cursor & Claude Code. Inspired by Clean Code, Refactoring, DDD, Clean Architecture and DDIA programming books.

Agent Skill for generating AGENTS.md files following the agents.md convention | Claude Code compatible

Modular framework for running Claude agents as cron jobs, services, and scheduled workflows. Slack notifications, cost tracking, and AWS Bedrock support.