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2,107 products · 9,722 snapshots
Ruby UTCP

Ruby UTCP

Notable signal

The scalable, secure alternative to MCP for tool calling

Launched 8h ago
Signal
54
Velocity
0

What this means

43.5×Growing 43.5× faster than the typical comparable launch.
Compared to 16 comparable launches at the same age.
30%Mid-tier finish likely.
Projecting attention of 87 by end of day-1.
+1330%Launching in a 1330% WoW growing category.
Open Source had 143 launches this week vs 10 last.
24Founder Conviction Index: 24 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
30%
today
Projected end-of-day votes
87range 65–117
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
43.5×
16 comparable launches

About

Ruby UTCP brings UTCP 1.1 to Ruby, giving apps and AI agents a standard way to discover and call tools over native protocols. It supports 12 transports, including HTTP, CLI, WebSocket, gRPC, GraphQL, MCP and WebRTC, plus streaming, auth, OpenAPI discovery, and CodeMode for programmable multi-tool workflows. Open source and built for the Ruby ecosystem.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement2
Discussion per unit of attention

Editorial read

Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.

InvestigateRanks high on little evidence. Worth a look, but verify before committing.
165/8
Timeliness5%100
carried 7%
Novelty15%68
carried 20%
Trend20%50
carried 27%
Business15%16
carried 20%
Story20%0
carried 27%
Not measured · 3 of 8
Revenue10%—
Founder10%—
Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.

measuredmeasured, zeronot measured
Full audit →

Signal sources

2 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 scoring13% evidence coverage

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

Founders

Juan Viera Garcia
Juan Viera Garcia
@jvieragarcia
rep 23
fmerian
@fmerian · hunter

Topics

Artificial IntelligenceGitHubTechOpen Source