mcpspan

Quiet signal

Analytics for MCP servers: see how AI agents use your tools

Launched 23d ago

Signal

Velocity

What this means

40%Vote pace is below typical for this category.

Running at 40% of comparable launches.

10Founder Conviction Index: 10 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

today

Projected end-of-day votes

2range 2–3

Trajectory

stable

Not enough snapshots yet to detect trajectory.

Speed vs peers

0.4×

280 comparable launches

About

mcpspan shows how AI agents actually use your MCP server: which tools they call and from which client, how long calls take, how they fail, and what agents ask for that your server doesn't have. It also shows what your tool list costs agents in tokens, and which tools they never use. Open source (MIT), with SDKs in eight languages: TypeScript, Python, Go,NET, Java, Rust, Ruby and PHP. Self-host it free with every feature, or let mcpspan Cloud run it.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement—

not measured

Signal sources

1 of 6 active

Launch tracking2 readings since we picked it up
AI analysisnot yet enriched
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.