Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Thin MCP server for GrowthBook — skill loader + authenticated API passthrough
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。
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。
选择你使用的 AI 应用,然后复制设置。
GB_API_KEY, GB_API_URL, GB_SKILLS_ENABLED你需要
你用的是哪个应用?
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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"growthbook": {
"command": "npx",
"args": [
"-y",
"@growthbook/mcp"
],
"env": {
"GB_API_KEY": "your-value",
"GB_API_URL": "your-value",
"GB_SKILLS_ENABLED": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add growthbook --env GB_API_KEY=your-value --env GB_API_URL=your-value --env GB_SKILLS_ENABLED=your-value -- npx -y @growthbook/mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"growthbook": {
"command": "npx",
"args": [
"-y",
"@growthbook/mcp"
],
"env": {
"GB_API_KEY": "your-value",
"GB_API_URL": "your-value",
"GB_SKILLS_ENABLED": "your-value"
}
}
}
}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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"growthbook": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@growthbook/mcp"
],
"env": {
"GB_API_KEY": "your-value",
"GB_API_URL": "your-value",
"GB_SKILLS_ENABLED": "your-value"
}
}
}
}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。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
GB_API_KEY envGB_API_URL envGB_SKILLS_ENABLED env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。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
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
注册名称已通过 GitHub 账户 growthbook 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
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。
它在 1 项适用的基础检查中通过了 1 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。
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。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(2.2.0)于32天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, MemberVault MCP by usefulapi
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
List courses; add users to courses, remove course access or delete users in MemberVault.
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。
A thin MCP server for GrowthBook with four tools:
| Tool | Purpose |
|---|---|
growthbook_list_skills | List top-level skill entry points (name + description) |
growthbook_read_skill | Return a listed skill or qualified child workflow (feature-flags or feature-flags/references/flag-create) |
growthbook_api_read | Authenticated GET passthrough to the GrowthBook API |
growthbook_api_write | Authenticated POST/PUT/PATCH/DELETE passthrough |
Competence lives in the skills repo and is bundled at build time. Capability is split into read vs write API tools (no per-endpoint formatters) so clients can honor readOnlyHint / destructiveHint correctly.
Tools are prefixed with growthbook_ so they stay unambiguous when a client has multiple MCP servers loaded.
Install GrowthBook from the Cursor Marketplace. The plugin connects Cursor to the hosted server at https://mcp.growthbook.io/mcp; the first tool call opens a GrowthBook sign-in to authorize it. Self-hosted GrowthBook users should configure the server manually as described below.
The plugin is defined by .cursor-plugin/plugin.json and mcp.json. To test changes locally, copy the repo into ~/.cursor/plugins/local/growthbook and run Developer: Reload Window.
npm install
npm run build
Point your MCP client at the compiled entrypoint:
{
"mcpServers": { "growthbook": { "command": "node", "args": ["/absolute/path/to/growthbook-mcp/server/index.js"], "env": { "GB_API_KEY": "your_api_key_or_pat", "GB_API_URL": "https://api.growthbook.io" } } } }
Or run the published package:
npx @growthbook/mcp
| Variable | Required | Default | Purpose |
|---|---|---|---|
GB_API_KEY | Yes for stdio; optional for HTTP OAuth | — | GrowthBook API key or personal access token |
GB_API_URL | No | https://api.growthbook.io | API base URL (self-hosted) and default OAuth AS issuer |
GB_MCP_TRANSPORT | No | stdio | stdio or http |
GB_MCP_PORT | No | 3333 | HTTP listen port (when transport=http) |
GB_MCP_HOST | No | 127.0.0.1 | HTTP bind host |
GB_MCP_URL | Yes for HTTP | — | Public MCP base URL stamped into OAuth resource metadata (server refuses to start in HTTP mode without it) |
GB_MCP_KEEP_ALIVE_TIMEOUT_MS | No | 90000 | Idle keep-alive timeout in HTTP mode. Must exceed the idle timeout of any load balancer in front, or the LB can reuse a connection the server has already closed and the request fails with a 502 |
OPENAI_APPS_CHALLENGE_TOKEN | No | — | Served as plain text at /.well-known/openai-apps-challenge for OpenAI plugin domain verification (HTTP mode); the route returns 404 when unset |
GB_OAUTH_ISSUER | No | GB_API_URL | GrowthBook OAuth AS issuer URL |
GB_HTTP_HEADER_* | No | — | Extra request headers (e.g. GB_HTTP_HEADER_CF_ACCESS_TOKEN) |
GB_SKILLS_ENABLED | No | true | Set to false / 0 to disable skill tools |
OAUTH_AS_ENABLED=1 # on the GrowthBook API
GB_MCP_TRANSPORT=http GB_API_URL=http://localhost:3100 GB_MCP_PORT=3333 npm start
Clients connect to:
http://127.0.0.1:3333/mcp — full (skills + API read/write)http://127.0.0.1:3333/mcp/api — capability-only (growthbook_api_read + growthbook_api_write)Unauthenticated requests receive 401 with WWW-Authenticate pointing at /.well-known/oauth-protected-resource, which advertises the GrowthBook Authorization Server.
Before handling MCP, the server probes GrowthBook REST (GET /api/v1/) with the bearer. A 401 from that probe (or later from an API tool) yields HTTP 401 with error="invalid_token" so the MCP client can refresh — instead of surfacing "This API key has expired" as a tool error. A 403 is treated as an accepted bearer (permission denied ≠ invalid token) so clients are not forced into a refresh loop.
HTTP (recommended for remote): point the client at /mcp/api instead of /mcp:
{
"mcpServers": { "growthbook": { "url": "http://127.0.0.1:3333/mcp/api" } } }
| Path | Tools |
|---|---|
/mcp | growthbook_list_skills, growthbook_read_skill, growthbook_api_read, growthbook_api_write (unless GB_SKILLS_ENABLED=false) |
/mcp/api | growthbook_api_read, growthbook_api_write only |
stdio / process-wide: set env so skills are never registered:
"env": {
"GB_API_KEY": "...", "GB_SKILLS_ENABLED": "false" }
When skills are disabled, only the API read/write tools are registered. growthbook_list_skills and growthbook_read_skill are not exposed.
npm run build # tsc && bundle-skills
scripts/bundle-skills.mjs copies the top-level skill tree from the canonical skills checkout, preserving structure:
skills/<skill>/SKILL.md → server/skills/<skill>/SKILL.md
skills/ /references/ .md → server/skills/ /references/ .md
Source path resolution:
SKILLS_SRC env var (path to the skills repo root)agent-skills.local.json — { "path": "../skills" }, relative to the repo root. Gitignored; copy agent-skills.local.json.exampleskills-src/ — what CI and the Docker build vendorThere is no implicit sibling lookup. ../skills resolves to whatever happens to be at that path, which makes a local build silently disagree with the commit CI builds from.
CI, cloud deploys, and releases all read agent-skills.lock.json and check out that exact skills commit. To ship upstream skill changes, update the commit in the lock file. Local development can point at any checkout with agent-skills.local.json or SKILLS_SRC.
The skills repo stays the source of truth — this package does not maintain a fork of skill content. New skills flow through automatically, except those named in the small blocklist in bundle-skills.mjs. Currently only gb-setup is blocked because it configures the gb-call shell adapter rather than GrowthBook itself.
Per-skill scripts/ directories are not copied. Relative `references/foo.md` links are rewritten to qualified `feature-flags/references/foo` paths so growthbook_read_skill can resolve them.
Bundled skills still show workflows as:
gb-call GET /api/v1/projects
gb-call POST /api/v2/features ./payload.json
This MCP server does not shell out to gb-call. Map GET → growthbook_api_read and POST/PUT/PATCH/DELETE → growthbook_api_write with the same path and optional JSON body string. Server instructions and growthbook_read_skill output include this bridge note.
growthbook_api_read / growthbook_api_write{ "path": "/api/v1/projects" }
{ "method": "POST", "path": "/api/v2/features", "body": "{\"id\":\"my-flag\",...}" }
readOnlyHint: true)POST | PUT | PATCH | DELETE (destructiveHint: true)isError: true) covering auth failures, self-hosted 404 hints, and rate limitsgrowthbook_list_skills / growthbook_read_skillOnly registered when GB_SKILLS_ENABLED is not disabled.
growthbook_list_skills returns top-level skill entry points. An entry may contain a complete workflow or route to child workflows.growthbook_read_skill accepts a listed top-level name or a qualified child path named by a loaded skill (feature-flags/references/flag-create) and returns the full markdown (workflow + guardrails).This server never sends telemetry anywhere itself. Instead, every REST call made by growthbook_api_read / growthbook_api_write includes headers that tell the GrowthBook instance it's talking to that the call came from the MCP:
| Header | Example | Contents |
|---|---|---|
X-GB-MCP-Tool | growthbook_api_read | The tool that made the call |
X-GB-MCP-Version | 2.2.0 | This server's version |
X-GB-MCP-Transport | stdio | stdio or http |
X-GB-MCP-Client | cursor/1.2.3 | The MCP client's name/version from the initialize handshake, or its User-Agent in HTTP mode |
GrowthBook records these through its existing product telemetry, so the same controls apply. On a self-hosted instance, setting DISABLE_TELEMETRY on the GrowthBook back-end turns this off along with the rest of GrowthBook's telemetry. Older GrowthBook versions ignore the headers. Skill tools (growthbook_list_skills / growthbook_read_skill) are served locally and make no requests, so they aren't tracked.
git clone git@github.com:growthbook/skills.git ../skills
cp agent-skills.local.json.example agent-skills.local.json # edit if not at ../skills
npm install npm run build npm start
By default the server runs over stdio. Set GB_MCP_TRANSPORT=http to run it as a standalone HTTP server that exposes MCP at /mcp (skills + API tools) and /mcp/api (capability-only), behind an OAuth 2.0 protected-resource surface (RFC 9728 metadata + RFC 6750 WWW-Authenticate).
GB_MCP_URL (required in HTTP mode) — the server's public base URL. It is stamped into the OAuth resource (audience) and the protected-resource metadata, so it is never derived from request headers. The server refuses to start without it.GB_MCP_PORT (default 3333) and GB_MCP_HOST (default 127.0.0.1).401 + WWW-Authenticate so the client can refresh.Run it on a trusted network or bound to loopback. For a multi-tenant or public deployment, front it with your own gateway/auth.
Cutting a release is deliberate: bump the version in package.json, run npm run sync-version (updates manifest.json, server.json, and .cursor-plugin/plugin.json), then push a matching v* tag:
git tag v2.0.0
git push origin v2.0.0
That tagged commit (with skills frozen at cut time) publishes:
@growthbook/mcp to npm — prereleases (versions with a -, e.g. 2.0.0-beta.1) go under the beta dist-tag; stable versions become latestamd64 + arm64) image to ghcr.io/growthbook/growthbook-mcp (: , plus : , : . , and :latest for stable releases)The Cursor plugin is not published by CI: Cursor re-reviews the plugin from the default branch after the version bump lands.
Install a release with npx @growthbook/mcp@ or pull ghcr.io/growthbook/growthbook-mcp: .