powerplan

powerplan

An MCP server that gives agents a human-language API over PLAN.md, enabling project plan management, task tracking, and iteration lifecycle without direct file editing.

Category
访问服务器

README

powerplan

PLAN.md as the operational backbone of agentic development.

powerplan is a standalone MCP server that gives coordinators and worker agents a human-language API over your project’s PLAN.md: show progress, create iterations, complete tasks, keep the header truthful — without freeform file thrash.

Server name powerplan
Status v0.2.2 — create_plan, mutations, lifecycle, check_plan (PLAN.md)
PRD PRD.md
Site GitHub Pages
Pairs with PowerSpawn (optional submodule)

Why

Agents often edit PLAN.md by hand. Headers drift, “COMPLETE” gets stamped without proof, and multi-agent swarms step on each other. powerplan is the single writer: tolerant reader, surgical writer, optional [agent: …] tags.


Install

Option A — clone + editable install

git clone https://github.com/CynaCons/powerplan.git
cd powerplan
pip install -e ".[dev]"

Option B — via PowerSpawn (submodule)

Projects that already use PowerSpawn can pull powerplan automatically:

git submodule update --init --recursive   # if PowerSpawn vendors powerplan/

Then point MCP at powerplan/powerplan_server.py or python -m powerplan with PYTHONPATH including the submodule root.

Option C — path-only (no install)

python /path/to/powerplan/powerplan_server.py

MCP registration

Claude Code / project .mcp.json

{
  "mcpServers": {
    "powerplan": {
      "command": "python",
      "args": ["-m", "powerplan"],
      "env": {
        "PYTHONIOENCODING": "utf-8",
        "PYTHONUNBUFFERED": "1"
      }
    }
  }
}

Grok (~/.grok/config.toml or project config)

[mcp_servers.powerplan]
command = "python"
args = ["-m", "powerplan"]
env = { PYTHONUNBUFFERED = "1" }
enabled = true

Alongside PowerSpawn

{
  "mcpServers": {
    "powerplan": {
      "command": "python",
      "args": ["-m", "powerplan"]
    },
    "powerspawn": {
      "command": "python",
      "args": ["-m", "powerspawn.mcp_server"]
    }
  }
}

Register both as separate servers — nesting in a monorepo does not merge MCPs.


Tools (v0.2.2)

Every tool accepts optional plan_path (relative or absolute). Default: walk up from cwd to the nearest PLAN.md.

Tool Behavior
create_plan Bootstrap ./PLAN.md (or plan_path) when missing; force to overwrite
get_current_iteration Preferred for agents — scoped JSON for current work
get_iteration JSON for one version (tasks, progress)
list_iterations / find_task / get_backlog Navigate without full-file reads
create_major / create_iteration / add_task / … Surgical mutations
complete_task / reopen_task Checkbox updates; optional [agent: id]
start_iteration / close_iteration ACTIVE/current vs COMPLETE lifecycle
check_plan Structure lint
show_plan / show_current_iteration Compact human skim (not a full dump)

Agent rule: prefer get_current_iteration / get_iteration over reading all of PLAN.md. If no plan exists → create_plan first.


Managed plan format

Construct Pattern
Major ## vX.Y — Title
Iteration ### vX.Y.Z — Title
Goal **Goal:** …
Tasks - [ ] / - [x]
Backlog ## Backlog

Phase-like headers and other prose are preserved as opaque blocks (tolerant reader). See PRD for principles (single writer, no evidence journal in the tool).


Development

pip install -e ".[dev]"
pytest -q
python -m powerplan   # stdio MCP (use with an MCP client)

Landing page:

cd site && npm ci && npm run dev

License

MIT — see LICENSE.

推荐服务器

Baidu Map

Baidu Map

百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。

官方
精选
JavaScript
Playwright MCP Server

Playwright MCP Server

一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。

官方
精选
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。

官方
精选
本地
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。

官方
精选
本地
TypeScript
VeyraX

VeyraX

一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。

官方
精选
本地
graphlit-mcp-server

graphlit-mcp-server

模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。

官方
精选
TypeScript
Kagi MCP Server

Kagi MCP Server

一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。

官方
精选
Python
e2b-mcp-server

e2b-mcp-server

使用 MCP 通过 e2b 运行代码。

官方
精选
Neon MCP Server

Neon MCP Server

用于与 Neon 管理 API 和数据库交互的 MCP 服务器

官方
精选
Exa MCP Server

Exa MCP Server

模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。

官方
精选