OrchestKit Docs MCP

Name: OrchestKit Docs MCP
Author: yonatangross

作者：yonatangross版本 10.10.1i★ –i电脑或云端

注册名称io.github.yonatangross/orchestkit

安装

概览

作者提供的说明（英文原文）

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数：意见、测量和人气是不同的东西。

用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
我们的基础检查i3 项中通过 3 项依据公开信息检查；尚未扫描代码
使用情况i尚未统计★ –

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

连接方式: 电脑或云端
传输方式: stdio, Streamable HTTP
分类: 文档、表格与办公

安装

选择你使用的 AI 应用，然后复制设置。

安装之前

基础检查：3 项中通过 3 项
在作者的服务器上运行：你向它提出的内容会经过他们的服务器。
可以做 2 件事（工具） orchestkit_docs_search, orchestkit_docs_get
注册中心没有列出需要填写的密钥。

你需要

在云端运行无需安装任何东西，通过互联网连接
Docker已安装 Docker

你用的是哪个应用？

ClaudeClaude CodeCursorVS CodeChatGPT

在上方选择你的应用。我们会记住它，下次按钮会显示“安装到 …”。

适用于网页版、桌面版和手机版 Claude：

打开 Settings → Connectors
点击 Add custom connector
粘贴下面的地址，然后点击 Add
如果要求登录，请登录作者的服务

https://orchestkit.dev/api/mcp

或者在你的电脑上运行

打开 Claude Desktop → Settings → Developer → Edit Config，把下面的内容粘贴到 claude_desktop_config.json

{
  "mcpServers": {
    "orchestkit": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/yonatangross/orchestkit-docs-mcp:10.10.1"
      ]
    }
  }
}

在终端中运行这条命令

claude mcp add --transport http orchestkit https://orchestkit.dev/api/mcp

或者在你的电脑上运行

claude mcp add orchestkit -- docker run -i --rm ghcr.io/yonatangross/orchestkit-docs-mcp:10.10.1

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json，或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "orchestkit": {
      "url": "https://orchestkit.dev/api/mcp"
    }
  }
}

或者在你的电脑上运行

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json，或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "orchestkit": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/yonatangross/orchestkit-docs-mcp:10.10.1"
      ]
    }
  }
}

浏览器会先询问是否打开应用，然后应用会显示设置并请你确认。密钥的值会留空，由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "orchestkit": {
      "type": "http",
      "url": "https://orchestkit.dev/api/mcp"
    }
  }
}

或者在你的电脑上运行

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "orchestkit": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/yonatangross/orchestkit-docs-mcp:10.10.1"
      ]
    }
  }
}

浏览器会先询问是否打开应用，然后应用会显示设置并请你确认。密钥的值会留空，由你自己填写。

ChatGPT 只能连接互联网上的服务器：

打开网页版 ChatGPT → Settings → Connectors (Apps)
点击 Create 或 Add（部分套餐需要先在 Advanced 中开启 Developer mode）
粘贴下面的地址，起个名字，然后保存
如果要求登录，请登录作者的服务

https://orchestkit.dev/api/mcp

菜单名称可能因套餐和版本不同而略有差异。

你的选择通过 Cookie 保存在这台设备上，无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同，请以 README 为准。

它能做什么

工具名称和描述与服务器在 2026年11月7日报告的完全一致。这些内容由作者撰写，不是我们写的；我们以纯文本形式显示。

orchestkit_docs_search
Search the OrchestKit documentation. Use this first to find the right page for a question. Input: a query string. Returns a ranked list of pages with titles and URLs.
orchestkit_docs_get
Fetch one OrchestKit documentation page as Markdown. Use after orchestkit_docs_search to read a page in full. Input: the page path (e.g. '/docs/getting-started/installation'). Returns the page Markdown.

基础检查i

我们检查的是任何人都能看到的信息；我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日

✓ 通过
作者与仓库一致
注册名称已通过 GitHub 账户 yonatangross 验证，该账户拥有此仓库
… 尚未检查
仍在维护
我们还没有从 GitHub 读取这个仓库
… 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
✓ 通过
端点有响应
在 247 毫秒内响应（HTTP 200）
– 不适用
使用 OAuth 登录
无需登录
✓ 通过
工具描述中没有隐藏指令
已读取 2 个工具描述，未发现针对 AI 的隐藏指令

与“文档、表格与办公”中的其他服务器比较i

星标数多于此分类中其他 3529 个服务器的 0%
发布到注册中心的时间比此分类中其他 3529 个服务器的 94% 更新
基础检查结果等于或优于此分类中其他 3529 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时，星标数才计入。

常见问题

OrchestKit Docs MCP 安全吗？

它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前，请先看看这个服务器要求哪些权限，并使用只具备所需权限的密钥。

它需要哪些密钥或代码？

注册中心没有列出必需的密钥，不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端？

两种方式都可以：安装在你的电脑上，或者连接云端版本。

它还在维护吗？

GitHub 仓库最后更新于–，最新版本（10.10.1）于昨天进入注册中心。

哪些应用可以使用它？

支持 MCP 的应用，例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接，所以接受远程 MCP 服务器的应用也可以使用，例如开启开发者模式的 ChatGPT。

有什么可以替代它？

同一分类中有：Agent-Native Calendar, Excel MCP Server, MCP Server for Excel

替代选择

同一分类中其他作者的服务器，按星标数排序。

如何看卡片：★ GitHub 星标i三大支柱：评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Agent-Native Calendar

作者：BuilderIO

Agent-Native Google Calendar - manage events, sync, and public booking

在云端运行★ 7,620MIT2个月前更新

安装

Excel MCP Server

作者：haris-musa

Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed.

在你的电脑上运行★ 4,276MIT7天前更新

安装

MCP Server for Excel

作者：sbroenne

Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.

在你的电脑上运行★ 847MIT4天前更新

安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

115 skills · 36 agents · 163 hooks

Start here

OrchestKit is a free, open source Claude Code plugin: skills, agents and hooks for review, testing, security and memory.

claude plugin marketplace add yonatangross/orchestkit && claude plugin install ork@orchestkit

Docs · What's new in v10 · yonyon.ai

Explore the Docs → · OrchestKit Community →

Skill browser, demo gallery, setup wizard

Quick Start
Why OrchestKit?
What You Get
Key Commands
Configuration
What OrchestKit observes
Install
FAQ
Development
What's New
Community

Quick Start

Pick the host you actually use. Claude Code is the full plugin (skills + agents + hooks). Cursor gets the same ork plugin minus Claude hook scripts. skills.sh is skills only — start with the 12 below, not the whole catalog.

Host support matrix

Measured 2026-09-08 on pi 0.85, Codex CLI and cursor-agent. Details, commands and the lane model: OrchestKit on pi, Codex and Cursor. Antigravity measured 2026-09-18 on agy 1.2.6; full evidence in docs/audits/agy-host-support-2026-09-18.md.

Surface	Claude Code	Cursor	Codex	pi	Devin	Antigravity
Skills (SKILL.md)	all	all, via the `ork` plugin	6 (`ork-codex` pack)	all via `pi install`, 78 auto-listed	76 of 107, GH-4146	all via workspace `.agents/skills` (skills.sh); `ork:` via `agy plugin install`
Agents	all	all	4 role templates	none	not reported by `info`	36 via `agy plugin install` (validated); none via `.agents/skills`
Hooks	all	none	none	none	none	none of ork's; agy `hooks.json` is a different schema
Rules	repo convention	14, plugin `rules` key	`AGENTS.md`	none	`AGENTS.md`, always on	`AGENTS.md`, per-directory
Commands	`/ork:`	36 wrappers	`$ork-`	`/skill:`	`/ork:`	`/` ; `ork:` via plugin install
MCP config	`.mcp.json`	`.cursor/mcp.json`	plugin `mcp.json`	`.pi/mcp.json`	`mcp.json` / `.mcp.json`	`~/.gemini/config/mcp_config.json` or plugin `mcp_config.json`; repo `.mcp.json` not read
Status	shipped	shipped	shipped	shipped	skills only, GH-4146	skills only, measured agy 1.2.6

Claude Code

/plugin marketplace add yonatangross/orchestkit

/plugin install ork

Then /ork:setup. The wizard scans the repo, recommends skills, and writes MCP config.

CLI equivalent: claude plugin marketplace add yonatangross/orchestkit && claude plugin install ork@orchestkit.

Channels: ork is the stable channel, pinned to the latest release. ork-alpha is the same plugin tracking main, in the same marketplace (claude plugin install ork-alpha@orchestkit); use it only if you want changes before they are released.

Cursor

Settings → Plugins / marketplaces → add yonatangross/orchestkit → enable ork → open a new chat. Same plugin Claude Code installs, not a five-skill fork. See Install → Cursor.

skills.sh (Cursor, Codex, OpenCode, …)

Starter 12 from measured installs plus the ork skills we retain (full why table under Install):

npx skills add yonatangross/orchestkit -s devops-deployment -s responsive-patterns -s architecture-decision-record -s ui-components -s rag-retrieval -s agent-orchestration -s brainstorm -s expect -s auto -s review-pr -s fix-issue -s commit

Full catalog: npx skills add yonatangross/orchestkit (hundreds of SKILL.md files; do not treat that as unique users). Live install totals stay on the skills.sh badge above.

Why OrchestKit?

Every Claude Code session starts from zero. You explain your stack, patterns, preferences—again and again.

OrchestKit gives Claude persistent knowledge of production patterns that work automatically:

Without	With OrchestKit
"Use FastAPI with async SQLAlchemy 2.0..."	"Create an API endpoint" → Done right
"Remember cursor pagination, not offset..."	Agents know your patterns
"Don't commit to main branch..."	Hooks block bad commits
"Run tests before committing..."	`/ork:commit` runs tests for you

What You Get

One unified plugin, everything included.

Component	Details
115 Skills	RAG patterns, FastAPI, React 19, testing, security, database design, ML integration — loaded on-demand, zero overhead
36 Agents	Specialized personas (backend-architect, frontend-dev, security-auditor) — route tasks to the right expert
163 Hooks	Pre-commit checks, git protection, quality gates, browser safety — ship with confidence

All available in a single /plugin install ork. Skills load on-demand. Hooks work automatically.

[Browse everything in the Docs →](https://orchestkit.dev/docs/skills/overview)

Key Commands

/ork:auto         # Front door: describe a goal, it routes to the right skill

/ork:setup # Personalized onboarding wizard /ork:implement # Full-stack implementation with parallel agents /ork:expect # Diff-aware AI browser testing /ork:review-pr # PR review with parallel agents /ork:verify # Multi-agent validation /ork:commit # Conventional commit with pre-checks /ork:explore # Analyze unfamiliar codebase /ork:remember # Save to persistent memory /ork:doctor # Health check

Configuration

/ork:setup detects your stack, recommends MCP servers, and writes the configuration for you.

Recommended MCP Servers

Server	Purpose	Required?
Context7	Up-to-date library docs	Prerequisite (22 of 36 agents grant its tools)
Memory	Knowledge graph persistence	Recommended
Sequential Thinking	Structured reasoning for subagents	Recommended
Tavily	Web search and extraction	Optional

Set "alwaysLoad": true on the first three in your .mcp.json. It skips the per-skill tool probe and shaves ~150ms off cold starts.

Context7 is a prerequisite, and ork does not ship it. 22 agents grant mcp__context7__* in their frontmatter, but .mcp.json is user-owned and project-scoped, so the grant refers to a server you add. Skip it and those agents answer from training data with no error raised. The recommended entry is the hosted HTTP server, which costs no local process:

"context7": {

"type": "http", "url": "https://mcp.context7.com/mcp" }

Free tier: 1,000 requests, public repos, no account. Context7 Pro ($10 per seat per month) raises that to 5,000 per seat and parses private repos; add "headers": { "Authorization": "Bearer ${CONTEXT7_API_KEY}" } and export the ctx7sk- key. Add the header only once the variable is exported: with it unset the unexpanded literal is sent as the token and every query fails, and it does not fall back to the anonymous free tier, so the keyless entry above is strictly better than a header with no key behind it. The legacy stdio transport (npx -y @upstash/context7-mcp@4.0.2) is the fallback when the hosted endpoint is unreachable, but it spawns one child process per Claude Code session, so the fan-out scales with how many sessions you keep open.

Customizing skills

Skills install as files on your disk, but don't hand-edit the installed copy — it gets overwritten on update and silently diverges from the canonical playbook. The supported ways to extend (user-level skills, project skills, upstream PRs, or disabling a bundled skill) are in docs/extending-skills.md.

What OrchestKit observes

OrchestKit is a quality-gate plugin, so its hooks are the product rather than an add-on. This section states plainly what they see, where it goes, and how to turn each piece off.

Scope: broad and intentional. OrchestKit registers 163 hooks across 32 lifecycle events, including SessionStart, UserPromptSubmit, PreToolUse, PostToolUse, and Stop. They are not gated to a particular framework or project type, because the gates they enforce (secret-write blocking, protected-file guards, git safety, file-size limits, agent status protocol) apply to any codebase. If you only want gates on some projects, enable the plugin per-project rather than globally.

Where data goes: a local file on your own disk.

What	Destination	Notes
Lifecycle events (session end, PR merged, goal converged, chain phase)	`~/.local/state/orchestkit/events.jsonl`	Written unconditionally, rotated at 10 MB. `ORK_EVENTS_LOG` redirects the path (used by the test suite)
Hook metrics: event name, tool name, payload size, duration	same local file	Size-capped metrics only
Hook telemetry log: event, tool name, session id, branch, timestamp, and tool inputs and outputs	`telemetry/events.jsonl` in the plugin data folder (or `.claude/telemetry/` in the project)	Secrets redacted, every string cut to 500 characters. Rotated at 10 MB at session end; rotated files deleted after 7 days
Prompt text	Not recorded in either log	Hooks read it to make an allow/deny decision, then discard it
Remote sync	Off	No endpoint is compiled in; see below

There is deliberately no global kill switch for the local write, because the gates depend on that state (the git-safety and chain-staleness hooks read their own prior events). To stop it entirely, disable the plugin. Individual noisy hooks have their own opt-outs: ORK_DISABLE_DEBT_TRACKER, ORK_DISABLE_WORKTREE_VERIFIER, ORK_DISABLE_COORDINATION_METRICS, ORK_NO_NOTIFY, ORK_NO_STALE_SWEEP, and ORCHESTKIT_SKIP_SLOW_HOOKS among others.

Network access from the hooks themselves is opt-in and unset by default. The only remote host compiled into the shipped hook bundles is api.typesafe.ai, used solely by the two opt-in TypeSafe settings below (`grep

只显示了开头部分；其余内容请在仓库中阅读

OrchestKit Docs MCP

概览

PopNx MCP 的三大支柱

它能帮你做什么

安装

安装之前

或者在你的电脑上运行

或者在你的电脑上运行

或者在你的电脑上运行

或者在你的电脑上运行

它能做什么

基础检查i

作者与仓库一致

仍在维护

有许可证

端点有响应

使用 OAuth 登录

工具描述中没有隐藏指令

与“文档、表格与办公”中的其他服务器比较i

常见问题

替代选择

Agent-Native Calendar

Excel MCP Server

MCP Server for Excel

作者的 README

Start here

Contents

Quick Start

Host support matrix

Claude Code

Cursor

skills.sh (Cursor, Codex, OpenCode, …)

Why OrchestKit?

What You Get

Key Commands

Configuration

Recommended MCP Servers

Customizing skills

What OrchestKit observes