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)
Manage clients, plans, sessions, habits, and billing on Trainzilla via one-click OAuth.
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。
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://api.tzilla.live/mcp在终端中运行这条命令
claude mcp add --transport http trainzilla https://api.tzilla.live/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"trainzilla": {
"url": "https://api.tzilla.live/mcp"
}
}
}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": {
"trainzilla": {
"type": "http",
"url": "https://api.tzilla.live/mcp"
}
}
}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:
https://api.tzilla.live/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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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6日
注册名称已通过 GitHub 账户 Trainzilla 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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.0)于5个月前进入注册中心。
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。
同一分类中有:Spec Driven Development, Remote Desktop Commander, FOGA node
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.
A Finch OG Agent cell as an MCP server: read the world, dry-run and take ERC-8414 tenders by policy.
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 local MCP server that lets an MCP client (Claude Desktop, Claude Code, Cursor, …) act as a Trainzilla coach. It wraps the existing GraphQL API at api.tzilla.live — no direct DB access — so all auth and business rules stay enforced by the backend.
Status: Local MVP — read tools, offline calculators, and **confirm-gated
write tools**, plus a resource + a prompt. Not deployed anywhere. Runs entirely
on your machine against your own coach login.
Read (live data):
whoami, list_clients, get_client_profilelist_client_habits, get_habit_compliance, recent_habit_activity, master_habitslist_workout_plans, list_diet_planslist_checkins, list_sessions, list_subscriptions, billing_summaryCalculators (offline, no network):
calc_tdee — BMR / TDEE / recommended caloriescalc_macros — macro split by strategy (Standard 40/30/30, Pro g/kg, Keto)calc_1rm — 1-rep-max (Epley) + %1RM weight suggestionsWrite (confirm-gated): every write tool returns a preview unless called with confirm: true, so nothing changes by accident:
create_habit, create_master_habit, assign_master_habitcreate_checkin (with questions), schedule_sessioncreate_workout_plan, create_diet_planSwitching from another platform (Nov 2026): bulk_invite_clients (up to 200 clients with name, phone and a private note that lands in the coach's client notes when they connect), the switch_to_trainzilla prompt, and the format-agnostic skill in skills/switch-to-trainzilla/ (a coach hands Claude any export, PDFs or a spreadsheet; Claude maps it, previews, then sends). No vendor presets: nothing here assumes a competitor's export layout.
Coverage added Oct 2026 (src/tools/*, each tool backed by one GraphQL operation and checked against the backend schema with scripts/validate-docs.mjs):
list_client_groups, get_client_group, list_groups_for_client, create/update/delete group, add_group_members/remove_group_members, get_group_overview, list_group_assignments, and the fan-outs assign_workout_to_groups, assign_diet_to_groups, assign_habit_to_groups, message_groups, schedule_checkin_for_groups, book_session_for_groups, undo_group_assignment. The fan-outs preview server-side without confirm (who would get it, who is skipped and why) and are idempotent for 10 minutes. scripts/mcp-groups-e2e.mjs drives them against a local backend (TZ_API_URL=http://127.0.0.1:4100/graphql).Validate documents against the backend schema after changing a tool:
npm run build
SCHEMA=/path/to/tzilla-be/schema.graphql GRAPHQL_PKG=/path/to/node_modules/graphql node scripts/validate-docs.mjs
Also included: upload_file (local path on stdio, or base64) → S3 key for the tools that take one (health reports, PDF plan import, member photo, receipts, community media, branding images); API-key create/list/revoke (secret shown once); Stripe/Razorpay connect (secrets masked in previews); start_google_calendar_connect (returns the sign-in URL for the coach to open).
Chat: get_client_chat_messages reads a client's DM history (needs the clientChatMessages backend query, tzilla-be#493).
Not available: taking or refunding a payment — the backend has no coach-facing refund operation, and client checkout is completed by the client's own payment.
Resource: tzilla://client/{clientId}/profile — a client's profile as JSON.
Prompt: weekly_client_review — pulls profile/habits/compliance/sessions and writes a read-only weekly review.
npm install
npm run build
Create .env (see .env.example) with a coach's tokens. Easiest source — log in to the coach web app, then in the browser console:
localStorage.getItem("token") // -> TZ_ACCESS_TOKEN
localStorage.getItem("refreshToken") // -> TZ_REFRESH_TOKEN
The server auto-refreshes the access token via refreshAccessToken when it expires.
Local (stdio) — for Claude Desktop etc.:
npm run devnpm startnode scripts/smoke.mjsRemote (Streamable HTTP) — localhost only, multi-coach:
npm run http · Built: npm run start:httphttp://127.0.0.1:8787/mcp (set MCP_HTTP_PORT / MCP_HTTP_HOST).node scripts/smoke-http.mjsTZ_ACCESS_TOKEN (+ TZ_REFRESH_TOKEN) from env; auto-refreshes.TZ_API_URL wins when set.TZ_ENVIRONMENT=staging uses https://qa-be2.tzilla.live/graphql.https://api.tzilla.live/graphql.Authorization: Bearer tz_... or x-api-key). The server never stores tokens; it forwards the caller's key to the GraphQL API, so the backend enforces scope (multi-coach safe). API keys are minted by the backend feature below.tzilla-be, local — not deployed yet)createApiKey(name) → returns the plaintext tz_… key once + infoapiKeys (list, no secret) · revokeApiKey(id)tz_ keys (header x-api-key or Bearer), resolves the owning coach, and stamps lastUsedAt. Only a SHA-256 hash is stored.Add to claude_desktop_config.json (Settings → Developer → Edit Config):
{
"mcpServers": { "tzilla-coach": { "command": "node", "args": ["C:/New folder/tzilla-mcp/dist/index.js"], "env": { "TZ_API_URL": "https://api.tzilla.live/graphql", "TZ_ACCESS_TOKEN": " ", "TZ_REFRESH_TOKEN": " " } } } }
Restart Claude Desktop, then try: *"Use tzilla-coach: who am I, and list my clients."*
tzilla-be, local — needs PR + deploy)src/
config.ts # env + tiny .env loader client.ts # GraphQL client: bearer auth + refresh-on-401 + role header calc.ts # offline coach math (ported from HealthMath/WorkoutMath) index.ts # MCP server + tool definitions (stdio) scripts/ smoke.mjs # spawns the server and lists tools (handshake check)