io.github.SunrisesIllNeverSee/tteop-mcp
Build, validate, and describe TTEOP telemetry envelopes for AI operator token efficiency.
Install
Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).
tteop-mcpclaude mcp add tteop-mcp -- npx -y tteop-mcp@0.2.1
{
"mcpServers": {
"tteop-mcp": {
"command": "npx",
"args": [
"-y",
"tteop-mcp@0.2.1"
]
}
}
}
Documentation
From the project's README on GitHub, refreshed weekly. Links open on GitHub.
Contents
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
| 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 |
Install
npm install -g tteop-mcp
# or use directly:
npx tteop-mcp
Tools
| 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. |
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
- [x]
npx tteop-mcpwaits for an MCP connection - [x]
initializesucceeds - [x]
tools/listreturns complete schemas (4 tools) - [x] Every tool can be called through MCP Inspector
- [x] Invalid token values return structured MCP errors (
isError: truewith validation message) - [x] stdout contains protocol messages only
- [x] 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:
- Confirm
tteop-spec@0.1.5-draftis available from npm. - Merge the
tteop-mcp@0.2.1release commit with every required check green. - Run the manual Release npm package workflow. It publishes with npm provenance and creates GitHub release
v0.2.1at the same commit. - Confirm
npm view tteop-mcp@0.2.1 gitHeadequals the GitHub release commit. - Publish the matching
server.jsonto the MCP Registry:mcp-publisher login mcp-publisher publish - Confirm the MCP Registry and Glama show version
0.2.1and all four tools. - From a clean directory, run
npx -y tteop-mcp@0.2.1 --versionand 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
Frequently asked questions
What is io.github.SunrisesIllNeverSee/tteop-mcp?
Build, validate, and describe TTEOP telemetry envelopes for AI operator token efficiency.
How do I install io.github.SunrisesIllNeverSee/tteop-mcp?
It runs on your machine. In Claude Code: claude mcp add tteop-mcp -- npx -y tteop-mcp@0.2.1. For other clients, paste the JSON configuration from this page into their MCP settings.
Does io.github.SunrisesIllNeverSee/tteop-mcp need an API key?
Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.
Is io.github.SunrisesIllNeverSee/tteop-mcp open source?
Its code is public on GitHub, but the repository does not declare a standard license.
Who maintains io.github.SunrisesIllNeverSee/tteop-mcp?
It is published by SunrisesIllNeverSee. AI.tn lists it but does not maintain or endorse it.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.