Votes
76
Comments
2
What this means
30%Vote pace is below typical for Developer Infrastructure.
Running at 30% of comparable launches.
-35%Category cooling: Developer Tools.
Launches down 35% week-over-week.
21Founder Conviction Index: 21 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
16%
today
Projected end-of-day votes
76range 57–103
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.3×
6 Developer Infrastructure launches
About
Soon, more agents than humans will use your product via MCP. Spanly gives you full observability on the MCP server you ship: error rates, session traces, latency, client analytics, deploy alerts. Drop-in CLI or SDK. US & EU data residency. Built for SaaS engineering teams shipping MCP in production, alongside the Datadog, Sentry, or New Relic you already run.
AI Summary
Spanly provides observability tools for monitoring AI agents on MCP servers, offering insights into error rates, session traces, latency, and client analytics. It integrates with existing tools like Datadog and Sentry, and supports US and EU data residency.
Vote & comment velocity
Scores
Velocity6.7
Vote pace vs avg
Momentum6.7
Sustained over 6h
Virality6.2
Spread × engagement
Engagement5.3
Comments per vote