agentconnect-mdAI apps
agentconnect
An open-source multi-agent platform connecting AI runtimes to chat platforms and GitHub workflows.
- DevOps
- Product
- Automation
- Web
- CLI
- Linux
- macOS
- Windows
- Browser
- Self-hostable
- Runs locally
- Docker supported
- Needs API key
- Popularity
- 1.4k Stars
- GitHub stars
- Recent activity
- 9/19/2026
- Updated in the last 30 days
- License
- APACHE-2.0
- Permissive
Why it matters
We look beyond stars: what problem it solves, whether it creates real utility, and what makes its approach worth noticing.
Problem
AI agents often run isolated in developer terminals, making it difficult to integrate them into team channels like Slack or GitHub and manage access centrally.
Practical value
Offers Docker Compose deployment for a central console and daemon, enabling teams to trigger agents across Slack, Telegram, and GitHub for issue triage and code reviews.
Innovation / differentiation
Standardizes multi-model runtimes via the ACP protocol, enabling agent-to-agent invocation and bridging CLI-bound agents directly into team messaging channels.
Leverage potential
The local daemon architecture and open ACP compatibility allow teams to extend agent workflows without modifying codebase structures or replacing communication tools.
Why now
As terminal-based agents like Claude Code gain widespread adoption, bringing CLI tools into shared team collaboration channels meets an active workflow demand.
Community activity
In the last 90 days there were 187 new issues and 1973 pull requests; the bounded issue/PR samples include 7 issue authors and 3 PR contributors, with 48 releases.
Maintainer responsiveness
The 100-issue window sample had a 91% close rate, and the 100-pull-request sample had a 97% merge rate. Maintainer-response observations covered 71% of that issue sample, with a 0% response rate and median first response of not enough data.
Key highlights
- Multi-platform integration with Slack, Telegram, Discord, Feishu, and GitHub
- Agent-to-agent collaboration allowing runtimes to trigger each other
- Granular sandbox and permission control for individual agents
Quick start
How it is installed, how hard it is, and where to start.
Where it runs
Docker
Difficulty
Easy — follow the steps
- 01Clone the repository:
git clone https://github.com/agentconnect-md/agentconnect.git - 02Navigate to the repository directory:
cd agentconnect - 03Start the backend services using Docker Compose:
docker compose up -d --pull always - 04Open
http://localhost:3000in a browser, add a daemon from the console, execute its generated command, and create your first agent.
Best for
- Teams that want data on their own servers
- Developers who want to try it on their machine
- People who prefer Docker deploys
More about it
AgentConnect is an open-source platform that integrates AI agents into existing team workflows. Connecting to channels like Slack, Telegram, Discord, Feishu, and GitHub, it supports runtimes such as Claude Code, OpenAI, Gemini CLI, and DeepSeek. Each agent can be assigned distinct roles, models, memory, skills, tool permissions, and sandbox policies. Agents can interact with each other and collaborate with team members in shared chat threads or through the AgentConnect web management console.
Sources
Each field shows its status and source — expand to review.
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Sources
Each field shows its status and source — expand to review.
capability tags
Verifiedautomation
Source: admin_cms · cms editor · 8/30/2026
editor note
Verified{"en":"AgentConnect bridges the gap between CLI-bound AI agents and team workspaces. By integrating runtimes like Claude Code and OpenAI into Slack, Discord, and GitHub, teams can orchestrate special-purpose AI agents with granular permission and sandbox control.","zh":"AgentConnect 尝试解决 AI Agent 仅停留在本地终端的局限。通过在 Slack、Discord、GitHub 等沟通工具中植入 Agent 节点，让多个不同算力和功能的 AI 助手协作完成代码审查、工单处理和客服调度。项目提供 Docker 本地部署，支持配置独立沙盒策略与权限控制。"}
Source: admin_cms · cms editor · 8/30/2026
how to use
Verified{"steps":[{"en":"Clone the repository: `git clone https://github.com/agentconnect-md/agentconnect.git`","zh":"克隆项目代码仓库：`git clone https://github.com/agentconnect-md/agentconnect.git`"},{"en":"Navigate to the repository directory: `cd agentconnect`","zh":"进入项目根目录：`cd agentconnect`"},{"en":"Start the backend services using Docker Compose: `docker compose up -d --pull always`","zh":"通过 Docker Compose 启动后台服务：`docker compose up -d --pull always`"},{"en":"Open `http://localhost:3000` in a browser, add a daemon from the console, execute its generated command, and create your first agent.","zh":"在浏览器打开 `http://localhost:3000`，按控制台提示添加 Daemon 并运行相应命令，然后创建 Agent。"}],"installAt":"docker","difficulty":"easy"}
Source: admin_cms · cms editor · 8/30/2026
intro
Verified{"en":"AgentConnect is an open-source platform that integrates AI agents into existing team workflows. Connecting to channels like Slack, Telegram, Discord, Feishu, and GitHub, it supports runtimes such as Claude Code, OpenAI, Gemini CLI, and DeepSeek. Each agent can be assigned distinct roles, models, memory, skills, tool permissions, and sandbox policies. Agents can interact with each other and collaborate with team members in shared chat threads or through the AgentConnect web management console.","zh":"AgentConnect 是一个开源的多 AI 智能体协作平台。它允许团队将 Claude Code、Codex、Gemini CLI、DeepSeek 等各类 ACP 兼容的 AI 运行时接入到日常使用的沟通工具（如 Slack、Telegram、Discord、飞书以及 GitHub）。 通过 AgentConnect，可以为不同的智能体分配特定的角色、模型、工作区与沙盒权限。例如在 GitHub PR 触发定制化的 Code Review 智能体，或在 Slack 中呼叫排查助手定位问题。团队成员可以直接在聊天频道或控制台界面查看智能体的工作进展。"}
Source: admin_cms · cms editor · 8/30/2026
Latest release
Verifiedv1.60.0
Source: GitHub API · latest_release=v1.60.0 · 9/19/2026
License
VerifiedApache-2.0
Source: GitHub API · license.spdx_id=Apache-2.0 · 9/19/2026
needs api key
VerifiedYes
Source: admin_cms · cms editor · 8/30/2026
One-liner
Verified{"en":"An open-source multi-agent platform connecting AI runtimes to chat platforms and GitHub workflows.","zh":"将各类 AI Agent 连接到 Slack、Discord、GitHub 等协作平台的多 Agent 调度平台。"}
Source: admin_cms · cms editor · 8/30/2026
Platforms
Verifiedlinux, macos, windows, browser
Source: admin_cms · cms editor · 8/30/2026
Category hint
Inferred from materialsai-apps
Source: Project README · hint=ai-apps · 8/21/2026
product forms
Verifiedweb, cli
Source: admin_cms · cms editor · 8/30/2026
role tags
Verifieddevops, product
Source: admin_cms · cms editor · 8/30/2026
supports docker
VerifiedYes
Source: Repository file · dockerfile=true; compose=true · 9/19/2026
supports local
VerifiedYes
Source: admin_cms · cms editor · 8/30/2026
supports self host
VerifiedYes
Source: admin_cms · cms editor · 8/30/2026
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