# ai-agent-team [Health: Active]

**Category:** 🤖 Coding Agents  
**Repository:** https://github.com/peterfei/ai-agent-team  
**GitHub Stars:** 448  
**npm Downloads (last month):** 191  
**Views:** 0  
**Installs:** 0  
**Upvotes:** 0  
**Directory Page:** https://allmcps.com/mcp/ai-agent-team

## Description
AI Agent Team - 拥有24/7专业AI开发团队：产品经理、前端开发、后端开发、测试工程师、DevOps工程师、技术负责人。全新Thread Manager让AI拥有记忆！支持任务线程管理、自动Git版本控制、完整上下文恢复。一键安装，开发效率飙升200%！集成drawnote、tidymydesktop、softcopyright、changelog-generator和thread-manager五大智能Skill。

## Claude Desktop Quick Installation
No confirmed install details yet, so no config is published. Follow the setup steps in the repository above.

## Documentation

## What ai-agent-team MCP server does

ai-agent-team combines Claude Code agent roles with a Thread Manager MCP server and several separately installable skills. The agent roles cover product planning, frontend implementation, backend services, full-stack delivery, testing, DevOps, and technical leadership. Their slash commands provide focused entry points such as `/pm`, `/fe`, `/be`, `/fs`, `/qa`, `/ops`, and `/tl`.

Thread Manager is the central persistence layer. It keeps task conversations available across sessions, supports multiple concurrent threads, restores context when a thread is selected, and provides semantic retrieval over previous messages. Its Git integration can create task branches, track file changes, and provide code statistics.

Additional skills cover changelog generation, software copyright application materials, desktop file organization, and visual note creation. The changelog tool can analyze Git history, produce Markdown or HTML output, update an existing changelog, and create a GitHub Release. Other skills generate HTML and PNG visual notes, organize files with dry-run support, or prepare source and explanatory documents for copyright applications.

## How it works

The MCP component runs as a Node.js process from the installed package. Claude Code sends Thread Manager requests to it, and the manager reads or writes conversation data in a SQLite database. An embedded `Xenova/all-MiniLM-L6-v2` model generates local embeddings for message storage and semantic search, so the memory workflow can operate without an external embedding service.

Threads can be listed with `/threads`, inspected with `/thread info`, or switched with `/thread switch <id>`. Role-specific startup commands such as `/pm-start`, `/fe-start`, `/be-start`, `/qa-start`, and `/fs-start` create focused work threads. The project also includes shell and PowerShell CLI wrappers for invoking agent roles directly.

## Setup and configuration

Install the package globally, initialize its Claude configuration, then register the Thread Manager entry point with Claude Code:

```bash
npm install -g ai-agent-team
ai-agent-team init
claude mcp add thread-manager node "/path/to/.claude/skills/thread-manager/dist/index.js"
```

Initialization can be global, placing configuration under `~/.claude/`, or project-local, placing it under `./.claude/`. Claude Code and Git are listed as system requirements. After registering the MCP process, restart Claude Code and verify it with `/threads`, `/thread info`, or `/pm-start "test"`.

The independent agent skills can be installed into projects with the `skills install` command. Examples include `npx skills install peterfei/ai-agent-tech-leader` and the corresponding repositories for the product manager, frontend, backend, QA, DevOps, and full-stack roles.

## Tools and capabilities

- Persistent task threads with context restoration and parallel task handling.
- Semantic search across saved messages using a locally bundled embedding model.
- Git task branches, file-change tracking, and code statistics.
- Specialist commands for product, frontend, backend, full-stack, QA, DevOps, and architecture work.
- Changelog generation with Markdown or HTML output and GitHub Release support.
- Desktop organization with categorization, version-aware deduplication, and dry-run planning.
- Visual note generation with five built-in presentation styles and HTML/PNG output.
- Software copyright document generation with source-code formatting and PDF-oriented output.

## Limitations and notes

Thread Manager must be explicitly registered with Claude Code; initialization alone does not enable its thread commands. The embedded model increases the installed package size and supports offline embedding generation. Global and project-local configurations can coexist, with the project-local configuration taking precedence when present. The role skills and utility skills are separate components, so installing the package does not replace the documented `skills install` steps for those independent repositories.

_Full upstream README: https://allmcps.com/mcp/ai-agent-team/readme_