
Tteop Mcp
io.github.SunrisesIllNeverSeePublished by GitHub account SunrisesIllNeverSeev0.2.1Updated Oct 24, 2026
Build, validate, and describe TTEOP telemetry envelopes for AI operator token efficiency.
The publisher's own server: Contribution Exchange
Overview
Local MCP server that builds, validates and describes TTEOP telemetry envelopes and their token-efficiency metrics.
- What you can do
- Build a TTEOP v0.1-draft envelope from token counts, computing Yield, Leverage, Velocity, output_fraction and log_leverage
- Validate an envelope against the JSON Schema and semantic rules, returning schema errors, semantic errors, warnings and computed metrics
- Look up protocol metadata: versions, privacy modes, provenance levels, forbidden fields and metric formulas
- Run the conformance suite covering canonical vectors, null semantics, forbidden-field detection and banker's rounding
- When to use it
- Use it when you work with the TTEOP telemetry format and want an assistant to construct or check envelopes and explain the protocol's metrics, rather than to analyze arbitrary data.
- Requirements
- Runs as a local stdio process, typically via npx tteop-mcp or a global npm install, so Node.js and npm are needed. No accounts, API keys, environment variables or headers are declared.
Installation
In SourceWeft
- Open Tteop Mcp in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
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.
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
Install
Tools
Usage
With Claude Desktop
Add to claude_desktop_config.json:
With MCP Inspector
Open the browser tab, click Connect, open the Tools tab, and call any tool.
Programmatic
Development
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 status and release order
[email protected] 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 [email protected], and adds release hardening.
The required release order is:
- Confirm
[email protected]is available from npm. - Merge the
[email protected]release 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 [email protected] gitHeadequals the GitHub release commit. - Publish the matching
server.jsonto the MCP Registry: - Confirm the MCP Registry and Glama show version
0.2.1and all four tools. - From a clean directory, run
npx -y [email protected] --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
Source: README.md at commit 3132150
Tools
0Version history
1- v0.2.1LatestSep 16, 2026
Score
40% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 days25 pts
Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.
- Auth declared10 pts
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts
Declare a license in the repository or the registry entry.
Other Signalaf integrations

Contribution Exchange
com.signalafOfficial publisher
Read-only remote MCP server for exploring SignalAF Contribution Exchange domains, policies, signals and preflight checks.

SigRank — AI Operator Benchmarking
com.signalafOfficial publisher
SigRank computes AI operator token-cascade metrics, benchmarks them against a public leaderboard, and simulates improvements — without submitting data.