chatgpt-on-wechat(简称CoW)项目是基于大模型的智能对话机器人,支持微信公众号、企业微信应用、飞书、钉钉接入,可选择GPT3.5/GPT4.0/Claude/Gemini/LinkAI/ChatGLM/KIMI/文心一言/讯飞星火/通义千问/LinkAI,能处理文本、语音和图片,通过插件访问操作系统和互联网等外部资源,支持基于自有知识库定制企业AI应用。

趋势

CowAgent

Latest release License: MIT Stars
[English] | [中文] | [日本語]

CowAgent is an open-source super AI assistant that proactively plans tasks, controls your computer and external services, creates and runs Skills, and grows alongside you through a personal knowledge base and long-term memory — a reference implementation of Agent Harness engineering.

CowAgent is lightweight, easy to deploy, and built to extend. Plug in any major LLM provider and run it 24/7 on a personal computer or server, across the web and all major IM platforms.

🌐 Website  ·  📖 Docs  ·  🚀 Quick Start  ·  🧩 Skill Hub  ·  ☁️ Try Online


🌟 Highlights

Capability Description
Planning Decomposes complex tasks and executes them step by step, looping over tools until the goal is reached
Memory Three-tier architecture (context → daily → core), automatic Deep Dream distillation, hybrid keyword + vector retrieval
Knowledge Auto-curates structured knowledge into a Markdown wiki, builds an evolving knowledge graph with visual browsing
Skills One-click install from Skill Hub, GitHub, ClawHub; or create custom skills via natural-language conversation
Tools Built-in file I/O, terminal, browser, scheduler, memory retrieval, web search, and 10+ more tools — with native MCP integration
Channels Integrates with Web, WeChat, Feishu, DingTalk, WeCom, QQ, and Official Accounts
Multimodal First-class support for text, images, voice, and files — recognition, generation, and delivery
Models Claude, GPT, Gemini, DeepSeek, Qwen, GLM, Kimi, MiniMax, Doubao, and more — swap providers from the Web console with one click
Deploy One-line installer, unified Web console, multiple deployment modes (local, Docker, server)

🏗️ Architecture

CowAgent Architecture

CowAgent is a complete Agent Harness: messages flow in through Channels; the Agent Core plans and reasons over memory, knowledge, and the available tools and skills; Models generate the response, which is sent back through the originating channel. Every layer is decoupled and independently extensible.

Read more in Architecture.


🚀 Quick Start

A one-line installer takes care of dependencies, configuration, and startup:

Linux / macOS:

bash <(curl -fsSL https://cdn.link-ai.tech/code/cow/run.sh)

Windows (PowerShell):

irm https://cdn.link-ai.tech/code/cow/run.ps1 | iex

Docker:

curl -O https://cdn.link-ai.tech/code/cow/docker-compose.yml
docker compose up -d

Once started, open http://localhost:9899 to access the Web console — your one-stop hub to chat with the Agent, configure models, connect channels, and install skills.

Deploying on a server? Set web_host to 0.0.0.0 in config.json to make the console reachable from outside, and set web_password to protect it. Don't forget to open port 9899 in your firewall or security group.

📖 Detailed guides: Quick Start · Install from Source · Upgrade

After installation, manage the service with the cow CLI:

cow start | stop | restart        # service control
cow status | logs                  # status and logs
cow update                         # pull latest code and restart
cow skill install <name>           # install a skill
cow install-browser                # install browser automation

🤖 Models

CowAgent supports all mainstream LLM providers. Chat, vision, image generation, ASR/TTS, and embeddings can each be routed to a different vendor. Providers are configured directly in the Web console — no manual file editing required.

Provider Featured Models Chat Vision Image Gen ASR TTS Embedding
Claude claude-opus-4-7
OpenAI gpt-5.5, o-series
Gemini gemini-3.5-flash
DeepSeek deepseek-v4-flash / pro
Qwen qwen3.7-max
GLM glm-5.1, glm-5v-turbo
Doubao doubao-seed-2.0 series
Kimi kimi-k2.6
MiniMax MiniMax-M2.7
ERNIE ernie-5.1
LinkAI 100+ models, unified gateway
Custom Local models / third-party proxy

For details on each provider, see the Models overview.


💬 Channels

A single Agent instance can serve multiple channels in parallel. Most channels can be onboarded right from the Web console.

Channel Text Image File Voice Group
Web Console (default)
WeChat
Feishu / Lark
DingTalk
WeCom Bot
QQ
WeCom App
WeChat Official Account

See the Channels overview for setup details.

CowAgent Web Console

The Web console is the default channel and the unified entry point to configure models, channels, skills, memory, and more.


🧠 Memory & Knowledge Base

Long-term memory uses a three-tier architecture: conversation context (short-term) → daily memory (mid-term) → MEMORY.md (long-term). A nightly Deep Dream pass distills scattered memories into refined long-term entries and a narrative journal. See Long-term Memory · Deep Dream.

Personal knowledge base complements the time-ordered memory by organizing structured knowledge by topic. The Agent automatically curates valuable information from conversations, maintains cross-references and indexes, and the Web console offers an interactive knowledge-graph view. See Personal Knowledge Base.

Long-term Memory

Long-term Memory · Three-tier architecture + Deep Dream

Personal Knowledge Base

Knowledge Base · Auto-curated Markdown wiki


🔧 Tools & Skills

Tools are atomic capabilities the Agent uses to interact with system resources. Skills are higher-level workflows defined by a manifest file that compose multiple tools to accomplish complex tasks.

Tool System

Built-in tools cover file I/O (read / write / edit / ls), terminal (bash), file sending (send), memory retrieval (memory), environment variables (env_config), web fetching (web_fetch), scheduling (scheduler), web search (web_search), vision (vision), and browser automation (browser).

MCP protocol integrates the open ecosystem of Model Context Protocol servers. A single mcp.json is enough — supports stdio / SSE transports, hot reload, and zero-code integration.

Learn more: Tools overview · MCP integration.

Skills System

  • Skill Hub — open skill marketplace: browse, search, install in one click
  • GitHub / ClawHub / URL and more — install skills from any source
  • Conversational authoring — generate custom skills through dialogue with skill-creator; turn any workflow or third-party API into a reusable skill
/skill list                   # list installed skills
/skill search <keyword>        # search the marketplace
/skill install <name>          # one-click install

Learn more: Skills overview · Creating Skills.


🏷 Changelog

2026.05.22: v2.0.9 — Model management, MCP protocol support, persistent browser sessions, new models (gpt-5.5, gemini-3.5-flash, qwen3.7-max), deployment hardening.

2026.05.06: v2.0.8 — Feishu channel overhaul (voice, streaming, QR onboarding), DeepSeek V4 and Baidu Qianfan support, scheduler tool upgrades.

2026.04.22: v2.0.7 — Built-in image generation (GPT Image 2, Nano Banana), new models (Kimi K2.6, Claude Opus 4.7, GLM 5.1), memory and knowledge enhancements.

2026.04.14: v2.0.6 — Knowledge base, Deep Dream memory distillation, smart context compression, multi-session Web console.

2026.04.01: v2.0.5 — Cow CLI, Skill Hub open source, browser tool, WeCom Bot QR onboarding.

2026.02.03: v2.0.0 — Major upgrade to a super Agent assistant with multi-step task planning, long-term memory, and the Skills framework.

Full history: Release Notes


🤝 Community & Support

File an issue on GitHub, or scan the QR code below to join our WeChat community:


🔗 Related Projects

  • Cow Skill Hub — open skill marketplace for AI Agents; works with CowAgent, OpenClaw, Claude Code, and more
  • bot-on-anything — lightweight LLM application framework with integrations for Slack, Telegram, Discord, Gmail, and more
  • AgentMesh — open-source multi-agent framework for solving complex problems through team collaboration

🏢 Enterprise Services

LinkAI is an all-in-one AI Agent platform for enterprises and developers, offering managed hosting and enterprise-grade support for CowAgent:

  • 🚀 Zero-deployment hosted runtime — spin up a CowAgent online assistant in under a minute, no server required
  • 🧠 Aggregated models & skill marketplace — unified access to mainstream LLMs and an official skill marketplace, extending CowAgent's reach
  • 🏢 Team & enterprise features — workspaces, role-based access, audit logs, and private deployment for production use cases

For enterprise inquiries: sales@simple-future.tech or scan the QR code to reach our team on WeChat.


🛠️ Development & Contributing

Contributions are welcome — add a new channel by following the Feishu channel reference, or contribute new skills to Skill Hub.

⭐ Star the project to follow updates, and feel free to open PRs and Issues.

🌟 Contributors

cow contributors


⚠️ Disclaimer

  1. This project is licensed under the MIT License and is intended for technical research and learning. You are responsible for complying with applicable laws and regulations in your jurisdiction; the maintainers assume no liability for any consequences arising from use of this project.
  2. Cost & safety: Agent mode consumes substantially more tokens than regular chat — pick models that balance quality and cost. The Agent has access to your local operating system, so only deploy it in trusted environments.
  3. CowAgent is a pure open-source project and does not participate in, authorize, or issue any cryptocurrency.

📌 Project Renaming Notice

This project was previously named chatgpt-on-wechat and is now officially CowAgent. The old GitHub URL redirects automatically; existing users may optionally run git remote set-url origin https://github.com/zhayujie/CowAgent.git to update the local remote.

关于
CowAgent是基于大模型的超级AI助理,能主动思考和任务规划、访问操作系统和外部资源、创造和执行Skills、拥有长期记忆并不断成长,比OpenClaw更轻量和便捷。同时支持微信、飞书、钉钉、企微、QQ、公众号、网页等接入,可选择OpenAI/Claude/Gemini/DeepSeek/ Qwen/GLM/Kimi/LinkAI,能处理文本、语音、图片和文件,可快速搭建个人AI助理和企业数字员工。
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