The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

一条命令，把微信变成任何 AI Agent 的入口 | Connect WeChat to any AI Agent with one command

Universal protocol for AI agents to interact with any software — REST APIs, SaaS, desktop, CLI. No screenshots. No scraping. One intent.

Open protocol for agent-readable intent, capability, consent, and match explanation.

YOAP - Open Agent-to-Agent Protocol for connecting people through AI Agents. Like open-source matchmaking.

A decentralized protocol for agent trust, dialogue, and influence in open multi-agent systems.

Build a multi-modal AI agent framework with full modality support, media protocol tools, multi-agent mode, and custom agent integration

Forging a minimalist universal language for AI, unconditionally eradicating hallucinations and automating Agent Swarm intelligence.

The vendor neutral standard for how autonomous agents discover, invoke, pay for, govern, and audit the tools and services they use.

Connect AI agents representing humans through the A2A protocol for seamless, secure interaction across apps and tools.

Self-hosted bus for AI agents: AI-to-AI rooms, remote agents, and OpenAI-compatible model routing.

agent.json reference implementation and documentation

Protocol definitions, schemas, templates, and compatibility docs for delegated execution.

Personal Agent-to-Agent Communication Treaty. Zero dependencies. Any LLM.

Inspectable agent skills in two files: a Markdown doc + a declarative YON protocol you can validate yourself. No arbitrary code.

Connect AI agents to **5000+ Zapier apps** via the **agent:// protocol**.

A universal /autoencode command for AI agents.

Connect Google Sheets to the [Agenium](https://agenium.net) `agent://` network.