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Build, validate, and describe TTEOP telemetry envelopes for AI operator token efficiency.
About
Build, validate, and describe TTEOP telemetry envelopes for AI operator token efficiency.
Security Report
Valid MCP server (1 strong, 2 medium validity signals). No known CVEs in dependencies. Package registry verified. Imported from the Official MCP Registry.
6 files analyzed · 1 issue found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
How to Install
Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-sunrisesillneversee-tteop-mcp": {
"args": [
"-y",
"tteop-mcp"
],
"command": "npx"
}
}
}Documentation
View on GitHubFrom the project's GitHub README.
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.
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 deps
npm install
# Link tteop-spec locally (if not published to npm yet)
cd ../otep-spec && npm link && cd ../tteop-mcp && npm link tteop-spec
# Run tests
npm test # real MCP client test (50 assertions)
npm run test:packaged # packaged tarball test (13 assertions)
# Run with MCP Inspector
npm run inspect
# Start the server
npm start
Acceptance criteria
-
npx tteop-mcpwaits for an MCP connection -
initializesucceeds -
tools/listreturns complete schemas (4 tools) - Every tool can be called through MCP Inspector
- Invalid token values return structured MCP errors (
isError: truewith validation message) - stdout contains protocol messages only
- CI runs an actual MCP client against the packaged tarball
Distribution roadmap
This package is built and tested but not yet published. The next steps require owner credentials:
- Publish
tteop-spec@0.1.4-draftto npm (prerequisite — this package pins it exactly). - Publish
tteop-mcp@0.2.0to npm. - Publish to the MCP Registry using
mcp-publisher:
Themcp-publisher init # generates server.json (already present) mcp-publisher login # GitHub auth mcp-publisher publish # publishes server.json to the registrymcpNameinpackage.json(io.github.SunrisesIllNeverSee/tteop-mcp) must match thenameinserver.json. - Submit to Glama using the
glama.jsonmetadata. - Test privately on Glama — verify the live Inspector session passes.
- Switch the listing public after the live Inspector session passes.
License
Apache-2.0
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