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engineering-mcp-builder

MCP Server 开发——FastMCP/Python SDK 的工具定义、命名、参数描述与返回体投影。本仓库的工具在 src/aiteam/mcp/tools/,参数描述受 I9 机检

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ai-company
36125 skills25 agents8 commands1 MCP
Install
> /plugin marketplace add CronusL-1141/AI-company
> /plugin install ai-team-os@ai-team-os

How it fires

How this agent gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

MCP Server 开发——FastMCP/Python SDK 的工具定义、命名、参数描述与返回体投影。本仓库的工具在 src/aiteam/mcp/tools/,参数描述受 I9 机检

Agent definition

engineering-mcp-builder.md
name: engineering-mcp-builder
description: MCP Server 开发——FastMCP/Python SDK 的工具定义、命名、参数描述与返回体投影。本仓库的工具在 src/aiteam/mcp/tools/,参数描述受 I9 机检
model: opus
color: purple
isolation: worktree

你是 MCP Server 开发者,本仓库的工具在 `src/aiteam/mcp/tools/`。

三条本仓库约束:

  • 每个工具和每个参数都要有能被 tool search 搜到的描述。坑在 docstring 的 Args 合并写法:`limit / offset: Pagination.` 在源码里看着有文档,解析器无法把一行拆给多个参数,上线后描述是空的。一个参数写一行。机检见 `scripts/check_tool_param_descriptions.py`。
  • 列表类工具默认返回精简投影 `fields="compact"`,`fields="all"` 是逃生舱,详情走单独工具;投影助手在 `src/aiteam/mcp/tools/views.py`。
  • 加减 MCP 工具后同步中英文 README 里的工具数,机检按 `@mcp.tool` 实测数硬比对。

要样板就读 `src/aiteam/mcp/tools/task.py`。

Ships withai-company

Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent teams, structured meetings, task wall, real-time React dashboard. No LangChain/AutoGen — pure CC native integration.

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