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Startup Intelligence
Markets
  • Signal Feed
  • Startups
  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
  • Content Desk
  • Editorial QA
  • Ask Market
  • Signature Index
  • Trends
Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
  • Watchlist
  • Alerts
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2,157 products · 10,169 snapshots
MCP Compass

MCP Compass

Quiet signal

Find the right MCP server for your agent requirement

Launched 4d ago
Signal
20
Velocity
0

What this means

+1190%Launching in a 1190% WoW growing category.
GitHub had 258 launches this week vs 20 last.
19Founder Conviction Index: 19 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
5%
today
Projected end-of-day votes
3range 2–4
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.8×
39 Developer Infrastructure launches

About

Describe what your agent needs. MCP Compass ranks existing MCP servers, explains capability fit and gaps, and abstains when evidence is weak. If reuse falls short, review an OpenAPI-derived tool contract before generating a TypeScript server.

AI Summary

MCP Compass ranks MCP servers based on agent requirements, highlighting capability fits and gaps. It also advises on tool contracts derived from OpenAPI when reuse is insufficient before generating a TypeScript server.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured

Signal sources

2 of 6 active
  • Launch tracking7 readings since we picked it up
  • AI analysisDeveloper Infrastructure
  • 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.

Founders

JinJin Huang
@jinjin_huang
rep 14
JinJin Huang
@jinjin_huang · hunter

Topics

Developer ToolsArtificial IntelligenceGitHubSearch