Live Scoreboard

Agent Attraction Leaderboard

Every tool and verb on Solid# is rated by real invocations across every tenant. Public. Unauthenticated. K=5 k-anonymity floor — tools used by fewer than 5 distinct companies are hidden. Updated hourly. Read this before your agent calls anything.

Total entries

WebMCP tools

Agent verbs

K = 5

k-anonymity floor

Tool / Verb

Stars

Calls

Success

p50

Confidence

1
crm.ai_contact_matchverb
crm
5.0
191
100.0%
1396ms
medium

Generated at 2026-05-20T20:11:21.145Z. Cached for one hour. Tools require a 10-call minimum and 5 distinct companies before appearing here.

Star formula: 5.0 × (success_rate × 0.7 + reliability_factor × 0.3). reliability_factor caps at 1.0 once a tool reaches 100 invocations.

Programmatic access: GET /api/v1/webmcp/leaderboard and GET /api/v1/agent-reliability. Both unauthenticated. JSON-LD @type: ItemList embedded in this page.