Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Build, validate, and describe TTEOP telemetry envelopes for AI operator token efficiency.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"tteop": {
"command": "npx",
"args": [
"-y",
"tteop-mcp"
]
}
}
}Run this in your terminal
claude mcp add tteop -- npx -y tteop-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"tteop": {
"command": "npx",
"args": [
"-y",
"tteop-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"tteop": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"tteop-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry name was verified with the GitHub account SunrisesIllNeverSee, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.2.1) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Winecellarbuilders
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Find the team for your wine room.
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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.