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)
Build, validate, and describe TTEOP telemetry envelopes for AI operator token efficiency.
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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"tteop": {
"command": "npx",
"args": [
"-y",
"tteop-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add tteop -- npx -y tteop-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"tteop": {
"command": "npx",
"args": [
"-y",
"tteop-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": {
"tteop": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"tteop-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。
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。
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8日
注册名称已通过 GitHub 账户 SunrisesIllNeverSee 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(0.2.1)于2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。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Filesystem MCP
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.
Filesystem MCP server for AI assistants.
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。
Production MCP server for TTEOP — Token Telemetry Evaluation Operator Protocol.
Build, validate, and describe TTEOP telemetry envelopes via the Model Context Protocol. Powered by the official MCP TypeScript SDK v2 and the tteop-spec reference implementation.
New here? Read START-HERE.md. Automated contributors must also read AGENTS.md.
This package is a thin MCP transport layer. All protocol logic — envelope construction, metric computation (banker's rounding), schema validation, and semantic rules — is delegated to tteop-spec via its stable JavaScript API:
tteop-spec/builder → buildEnvelope(telemetry, options)tteop-spec/validator → validateEnvelope(envelope, options), computeMetrics(telemetry)No metric formulas or schema logic are duplicated here. When tteop-spec updates its validator or builder, this server inherits the changes.
| Package | Role |
|---|---|
tteop-spec | Specification, schemas, validator, conformance suite, builder API |
tteop-mcp | Production MCP server (this package) — thin transport over tteop-spec |
| SignalAF / SigRank | Hosted benchmarking, leaderboard, pilots, enterprise services |
npm install -g tteop-mcp
npx tteop-mcp
| Tool | Description |
|---|---|
tteop_build_envelope | Build a TTEOP v0.1-draft schema-conforming envelope from token counts. Computes Yield (Υ), Leverage (L), Velocity (V), output_fraction (F), and log_leverage (D). |
tteop_validate_envelope | Validate an envelope against the JSON Schema and semantic rules. Returns schema errors, semantic errors, warnings, and computed metrics. |
tteop_describe_protocol | Get TTEOP protocol metadata: versions, privacy modes, provenance levels, forbidden fields, metric definitions with formulas. |
tteop_run_conformance | Run the conformance suite: canonical vector invariants, null semantics, forbidden field detection, banker's rounding. |
Add to claude_desktop_config.json:
{
"mcpServers": { "tteop": { "command": "npx", "args": ["-y", "tteop-mcp"] } } }
npx @modelcontextprotocol/inspector npx -y tteop-mcp
Open the browser tab, click Connect, open the Tools tab, and call any tool.
import { spawn } from "node:child_process";
const proc = spawn("npx", ["-y", "tteop-mcp"], { stdio: ["pipe", "pipe", "pipe"] }); // Send JSON-RPC 2.0 messages to proc.stdin, read responses from proc.stdout
# Install the exact locked dependency graph
npm ci
cd ../otep-spec && npm link && cd ../tteop-mcp && npm link tteop-spec
npm test # real MCP client test npm run test:packaged # packaged tarball test npm run test:release # package/lockfile/registry version agreement npm run test:all # complete local release gate
npm run inspect
npm start
npx tteop-mcp waits for an MCP connectioninitialize succeedstools/list returns complete schemas (4 tools)isError: true with validation message)tteop-mcp@0.2.0 is currently published to npm and listed in the MCP Registry and Glama. Release 0.2.1 repairs source/package provenance, upgrades the exact protocol dependency to tteop-spec@0.1.5-draft, and adds release hardening.
The required release order is:
tteop-spec@0.1.5-draft is available from npm.tteop-mcp@0.2.1 release commit with every required check green.v0.2.1 at the same commit.npm view tteop-mcp@0.2.1 gitHead equals the GitHub release commit.server.json to the MCP Registry: mcp-publisher login
mcp-publisher publish
6. Confirm the MCP Registry and Glama show version `0.2.1` and all four tools.
npx -y tteop-mcp@0.2.1 --version and a real MCP client invocation.Never publish from an uncommitted working tree. Package version, lockfile, server.json, Git tag, GitHub release, npm gitHead, and MCP Registry version must identify the same release.
Apache-2.0
All direct runtime dependencies and their transitive dependencies are bundled from the reviewed package-lock.json. This includes the exact normative tteop-spec release and patched URI parser. A consumer installing an older URI library cannot deduplicate the server onto it. Root-only npm overrides do not protect consumer installs, and npm 12 no longer honors published shrinkwraps. After changing dependencies, regenerate the lockfile and perform a clean install before packing. The packaged tests verify a fresh consumer install, its production audit and MCP handshake, and isolation from an older consumer fast-uri.