Votes
3
Comments
1
What this means
+100%Launching in a 100% WoW growing category.
Analytics had 28 launches this week vs 0 last.
20Founder Conviction Index: 20 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
13%
today
Projected end-of-day votes
3range 2–4
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
0.8×
62 comparable launches
About
SafeMCP is a free, searchable directory of MCP (Model Context Protocol) servers — the open protocol Anthropic launched to connect LLMs to external tools. 28,577 servers indexed so far, individually verified by a classifier that confirms each repo actually implements MCP, sorted into 95 categories, scored 0-100 on metadata quality. Each has its own detail page with install snippets for Claude Desktop, Cursor, and any other MCP client. No signup, no ads, no rate limit. Built solo.
Vote & comment velocity
Not enough snapshots yet. Run the snapshot worker every 15 min to build the time-series.
Scores
Velocity20.8
Vote pace vs avg
Momentum20.8
Sustained over 6h
Virality35.6
Spread × engagement
Engagement66.7
Comments per vote