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Tteop MCP

by SunrisesIllNeverSeeversion 0.2.1i★ –iRuns on your computer
Registry nameio.github.SunrisesIllNeverSee/tteop-mcp

Install

Overview

Description from the maker (original English)

Build, validate, and describe TTEOP telemetry envelopes for AI operator token efficiency.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs on your computer
  • Transport: stdio
  • Category: Other

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • The registry lists no key to fill in.

You need

  • npmNode.js installed (for the npx command)

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

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-mcp

Open in Cursor

Or copy the settings yourself

Paste 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.

Open in VS Code

Or copy the settings yourself

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.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

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

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account SunrisesIllNeverSee, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Otheri

  • More stars than 0% of the other 18428 servers in this category
  • Published to the registry more recently than 31% of the other 18428 servers in this category
  • Basic checks equal to or better than 100% of the other 18428 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Tteop MCP safe?

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.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

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).

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.2.1) reached the registry 2 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, Winecellarbuilders

Alternatives

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

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by formulahendry

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Runs on your computer★ 440MITUpdated 14 months ago
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Remote Desktop Commander

by desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

Runs in the cloud★ 211Updated 3 days ago
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

tteop-mcp

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.

Architecture

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.

Product separation
PackageRole
tteop-specSpecification, schemas, validator, conformance suite, builder API
tteop-mcpProduction MCP server (this package) — thin transport over tteop-spec
SignalAF / SigRankHosted benchmarking, leaderboard, pilots, enterprise services

Install

npm install -g tteop-mcp

or use directly:

npx tteop-mcp

Tools

ToolDescription
tteop_build_envelopeBuild 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_envelopeValidate an envelope against the JSON Schema and semantic rules. Returns schema errors, semantic errors, warnings, and computed metrics.
tteop_describe_protocolGet TTEOP protocol metadata: versions, privacy modes, provenance levels, forbidden fields, metric definitions with formulas.
tteop_run_conformanceRun the conformance suite: canonical vector invariants, null semantics, forbidden field detection, banker's rounding.

Usage

With Claude Desktop

Add to claude_desktop_config.json:

{

"mcpServers": { "tteop": { "command": "npx", "args": ["-y", "tteop-mcp"] } } }

With MCP Inspector
npx @modelcontextprotocol/inspector npx -y tteop-mcp

Open the browser tab, click Connect, open the Tools tab, and call any tool.

Programmatic
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

Development

# Install the exact locked dependency graph

npm ci

Optional: test unpublished local tteop-spec changes after the clean install.

This overrides node_modules locally and is never used by CI or releases.

cd ../otep-spec && npm link && cd ../tteop-mcp && npm link tteop-spec

Run tests

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

Run with MCP Inspector

npm run inspect

Start the server

npm start

Acceptance criteria

  • npx tteop-mcp waits for an MCP connection
  • initialize succeeds
  • tools/list returns complete schemas (4 tools)
  • Every tool can be called through MCP Inspector
  • Invalid token values return structured MCP errors (isError: true with validation message)
  • stdout contains protocol messages only
  • CI runs an actual MCP client against the packaged tarball

Distribution status and release order

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:

  1. Confirm tteop-spec@0.1.5-draft is available from npm.
  2. Merge the tteop-mcp@0.2.1 release commit with every required check green.
  3. Run the manual Release npm package workflow. It publishes with npm provenance and creates GitHub release v0.2.1 at the same commit.
  4. Confirm npm view tteop-mcp@0.2.1 gitHead equals the GitHub release commit.
  5. Publish the matching 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.
  1. From a clean directory, run 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.

License

Apache-2.0

Published dependency security bundle

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.

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