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MCP工具

Whetstone

基于 Python · 让 AI 助手直接操作你的系统与工具

英文名：whetstone

⭐ 20 Stars 🍴 2 Forks 💻 Python 📄 MIT 🏷 AI 8.0分

8.0AI 综合评分

ai-agentsai-toolsmcp

⬇ 下载源码 ZIP ⚙️ 配置说明

✦ AI Skill Hub 推荐

Whetstone 是 AI Skill Hub 本期精选MCP工具之一。综合评分 8.0 分，整体质量较高。我们强烈推荐将其纳入你的 AI 工具库，帮助提升工作效率。

📚 深度解析

Whetstone 是一款基于 MCP（Model Context Protocol）标准协议的 AI 工具扩展。MCP 协议由 Anthropic 开发并开源，旨在建立 AI 模型与外部工具之间的标准化通信接口，目前已被 Claude Desktop、Claude Code、Cursor 等主流 AI 工具采纳。

通过安装 Whetstone，你的 AI 助手将获得额外的工具调用能力，可以用自然语言直接操控该工具的功能，无需学习复杂的命令行语法。MCP 工具的核心价值在于"一次配置，永久增强"——配置完成后，每次与 AI 对话时都可以无缝调用这些工具。

在技术实现上，MCP 工具通过标准的 JSON-RPC 协议与 AI 客户端通信，工具的功能以"工具列表"的形式暴露给 AI 模型，AI 可以按需调用。Whetstone 提供了结构化的工具调用接口，使 AI 模型能够精确地理解和使用每个功能点，显著降低 AI 在工具使用上的错误率。

与传统的 API 集成相比，MCP 工具的优势在于无需编写代码——用户只需在配置文件中添加几行 JSON，即可让 AI 获得全新能力。AI Skill Hub 将 Whetstone 评为 AI 评分 8.0 分，属于同类工具中的优质选择。

📋 工具概览

AI开发工具，集成19个agent，22个命令，30个技能

Whetstone 是一款遵循 MCP（Model Context Protocol）标准协议的 AI 工具扩展。通过 MCP 协议，它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务，实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用，都可以通过自然语言在 AI 对话中直接触发，极大提升生产效率。

GitHub Stars

⭐ 20

开发语言

Python

支持平台

Windows / macOS / Linux

维护状态

轻量级项目，按需更新

开源协议

MIT

AI 综合评分

8.0 分

工具类型

MCP工具

Forks

📖 中文文档

以下内容由 AI Skill Hub 根据项目信息自动整理，如需查看完整原始文档请访问底部「原始来源」。

AI开发工具，集成19个agent，22个命令，30个技能

📌 核心特色

通过标准 MCP 协议与 Claude、Cursor 等主流 AI 客户端深度集成
提供结构化工具调用接口，显著降低 AI 集成复杂度
支持 Claude Desktop 和 Claude Code 无缝接入，开箱即用
可与其他 MCP 工具组合叠加，构建完整 AI 工作站
轻量无侵入设计，不影响现有系统架构

🎯 主要使用场景

在 Claude Desktop 对话中直接调用本地工具，实现 AI 与系统的深度联动
通过自然语言驱动复杂的多步骤自动化任务，代替繁琐手动操作
将多个 MCP 工具组合使用，构建个人专属 AI 工作站

以下安装命令基于项目开发语言和类型自动生成，实际以官方 README 为准。

安装命令

# 方式一：通过 Claude Code CLI 一键安装
claude skill install https://github.com/iliaal/whetstone

# 方式二：手动配置 claude_desktop_config.json
{
  "mcpServers": {
    "whetstone": {
      "command": "npx",
      "args": ["-y", "whetstone"]
    }
  }
}

# 配置文件位置
# macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
# Windows: %APPDATA%/Claude/claude_desktop_config.json

📋 安装步骤说明

确认已安装 Node.js（v18 或以上版本）
打开 Claude Desktop 或 Claude Code 的 MCP 配置文件
按「交给 Agent 安装 → Claude Desktop」标签中的 JSON 配置填入 mcpServers 字段
保存配置文件并重启 Claude 客户端
重启后，在对话中即可使用本工具

以下用法示例由 AI Skill Hub 整理，涵盖最常见的使用场景。

常用命令 / 代码示例

# 安装后在 Claude 对话中直接使用
# 示例：
用户: 请帮我用 Whetstone 执行以下任务...
Claude: [自动调用 Whetstone MCP 工具处理请求]

# 查看可用工具列表
# 在 Claude 中输入："列出所有可用的 MCP 工具"

以下配置示例基于典型使用场景生成，具体参数请参照官方文档调整。

配置示例

// claude_desktop_config.json 配置示例
{
  "mcpServers": {
    "whetstone": {
      "command": "npx",
      "args": ["-y", "whetstone"],
      "env": {
        // "API_KEY": "your-api-key-here"
      }
    }
  }
}

// 保存后重启 Claude Desktop 生效

📑 README 深度解析真实文档完整度 28/100 查看 GitHub 原文 →

以下内容由系统直接从 GitHub README 解析整理，保留代码块、表格与列表结构。

Whetstone

A Claude Code plugin that makes AI coding agents follow engineering discipline. Plan before coding. Verify before claiming done. Find root cause before patching. Review before merge. Skills activate based on file type and task signals, not manual toggling.

Bundles agents, skills, workflow commands, and a skill distillery for PHP, Python, TypeScript, React, and infrastructure workflows.

🚀 Install

🛠️ The workflow

Five commands form a loop: explore the problem, plan the solution, build it, review it, document what you learned. Each pass makes the next one faster because solutions accumulate as searchable docs.

Command	What it does
`/ia-brainstorm`	Interviews you one question at a time to surface hidden requirements. Produces 2-3 named approaches with trade-offs. No code until a design doc is approved.
`/ia-plan`	Turns a brainstorm or feature idea into a file-based plan with atomic tasks, specific file paths, and phased delivery in vertical slices.
`/ia-work`	Executes a plan with task tracking, worktree isolation, and verification gates. Each task runs through build/test before marking complete.
`/ia-review`	Multi-agent code review: scope-drift detection, spec compliance, code quality, security, performance. Auto-escalates to deep mode on complex diffs.
`/ia-compound`	Captures what you just solved as searchable documentation in `docs/solutions/` so the next person (or the agent) doesn't re-debug it.

You don't have to use all five. /ia-review on its own is a solid pre-merge check. /ia-plan works standalone for scoping. Mix and match.

Without the plugin vs with the plugin

Content & workflow

Skill	Description
[ia-brainstorming](plugins/whetstone/skills/ia-brainstorming/SKILL.md)	Hard gate: no code until a design doc is approved. Reads the codebase first, interviews one question at a time, proposes 2-3 named approaches with trade-offs, saves a structured doc to `docs/brainstorms/`. For vague requirements or multiple valid interpretations.
[ia-compound-docs](plugins/whetstone/skills/ia-compound-docs/SKILL.md)	Auto-triggers after "that worked" to capture solutions before context is lost. Validates frontmatter, checks for duplicates, detects recurring patterns when 3+ similar issues appear. For post-debugging documentation that builds searchable institutional knowledge.
[ia-document-review](plugins/whetstone/skills/ia-document-review/SKILL.md)	Activates specialized lenses (Product, Design, Security, Scope Guardian, Adversarial) based on document signals. Scores on four criteria, identifies one critical improvement, and can dispatch a fresh-eyes sub-agent. For polishing specs or brainstorms before handing them to planning.
[ia-writing](plugins/whetstone/skills/ia-writing/SKILL.md)	Kill-on-sight list of AI vocabulary (delve, crucial, leverage, robust...) and structural tells (forced triads, sycophantic openers). Five-dimension scoring rubric; anything below 35/50 gets revised. For prose: blog posts, PR descriptions, docs, changelogs.
[ia-git-worktree](plugins/whetstone/skills/ia-git-worktree/SKILL.md)	Routes all operations through a manager script handling `.env` copying, `.gitignore` updates, and dependency installation. Detects execution context and adapts. For parallel feature development or isolated reviews.
[ia-md-docs](plugins/whetstone/skills/ia-md-docs/SKILL.md)	Treats AGENTS.md as the canonical context file. Verifies every factual claim against the actual codebase before writing. For project documentation that's stale, missing, or needs initialization.
[ia-file-todos](plugins/whetstone/skills/ia-file-todos/SKILL.md)	File-based task tracking with structured YAML frontmatter and naming conventions. Distinct from in-session memory and application-level models. For persistent, human-and-agent-readable todo files with dependency tracking.

Workflow

Agent	Description
[ia-bug-reproduction-validator](plugins/whetstone/agents/ia-bug-reproduction-validator.md)	Reproduces bug reports and identifies root causes without applying fixes. Validates whether reports are genuine bugs before engineers invest.
[ia-deployment-verification-agent](plugins/whetstone/agents/ia-deployment-verification-agent.md)	Generates Go/No-Go deployment runbooks with SQL verification queries, rollback procedures, and monitoring plans for high-risk changes. Runs after database-guardian validates migration code.
[ia-infrastructure-engineer](plugins/whetstone/agents/ia-infrastructure-engineer.md)	Full deployment-lifecycle coverage: CI/CD pipelines (blue-green, canary, rolling, feature flags), Docker and containerization, observability stacks (metrics/logs/traces), and incident management. Not for DB migration verification (use deployment-verification-agent).
[ia-pr-comment-resolver](plugins/whetstone/agents/ia-pr-comment-resolver.md)	Implements a single pre-triaged PR comment where the action is already agreed on. For mechanical fixes, not judgment calls.

Workflow commands

Command	Description
`/ia-brainstorm`	Explore requirements and approaches through one-at-a-time interviews before planning.
`/ia-plan`	Turn feature ideas into file-based implementation plans with atomic tasks and vertical slices.
`/ia-work`	Execute plans with task tracking, worktree isolation, and verification gates.
`/ia-review`	Multi-agent code review: scope-drift detection, spec compliance, code quality, security, performance.
`/ia-compound`	Capture solved problems as searchable documentation in `docs/solutions/`.
`/ia-document-release`	Post-ship documentation sync across README, ARCHITECTURE, CONTRIBUTING, and CHANGELOG.