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
1.9K
100.0%
1556ms
high
2
mcp.inventory.reportverb
mcp
3.9
28
100.0%
82ms
low
3
mcp.vendors.searchverb
mcp
3.9
28
100.0%
72ms
low
4
mcp.health.quickverb
mcp
3.9
28
100.0%
40ms
low
5
mcp.resources.openapiverb
mcp
3.9
28
100.0%
58ms
low
6
mcp.products.searchverb
mcp
3.9
28
100.0%
60ms
low
7
mcp.resources.catalogverb
mcp
3.9
28
100.0%
50ms
low
8
mcp.sitemap.xmlverb
mcp
3.9
28
100.0%
97ms
low
9
mcp.seo.catalogverb
mcp
3.9
28
100.0%
89ms
low
10
mcp.provision.signup.check-subdomain.{subdomain}verb
mcp
3.9
28
100.0%
25ms
low
11
mcp.jobs.backfill.statusverb
mcp
3.9
28
100.0%
50ms
low
12
mcp.services.searchverb
mcp
3.9
28
100.0%
71ms
low
13
mcp.kbverb
mcp
1.4
37
24.3%
64ms
low
14
mcp.backup.status.{backup_id}verb
mcp
0.4
28
0.0%
26ms
low
15
mcp.resources.inventoryverb
mcp
0.4
28
0.0%
48ms
low
16
mcp.provision.migration.template.productsverb
mcp
0.4
28
0.0%
46ms
low
17
mcp.provision.onboarding.status.{tenant_id}verb
mcp
0.4
28
0.0%
28ms
low
18
mcp.products.{public_id}verb
mcp
0.4
28
0.0%
31ms
low
19
mcp.tools.statusverb
mcp
0.4
28
0.0%
39ms
low
20
mcp.vibe.preview.{preview_id}verb
mcp
0.4
28
0.0%
34ms
low
21
mcp.admin.tools.listverb
mcp
0.4
28
0.0%
50ms
low
22
mcp.emails.statsverb
mcp
0.4
28
0.0%
43ms
low
23
mcp.vibe.historyverb
mcp
0.4
28
0.0%
60ms
low
24
mcp.provision.migration.status.{tenant_id}verb
mcp
0.4
28
0.0%
32ms
low
25
mcp.resources.schemas.{name}verb
mcp
0.4
28
0.0%
22ms
low
26
mcp.vibe.capabilitiesverb
mcp
0.4
28
0.0%
54ms
low
27
mcp.business-metricsverb
mcp
0.4
28
0.0%
46ms
low
28
mcp.admin.stream.healthverb
mcp
0.4
28
0.0%
53ms
low
29
mcp.pages.{slug:path}verb
mcp
0.4
28
0.0%
60ms
low
30
mcp.health.company._idverb
mcp
0.4
28
0.0%
48ms
low
31
mcp.admin.services.statusverb
mcp
0.4
28
0.0%
138ms
low
32
mcp.admin.mapping.systemverb
mcp
0.4
28
0.0%
55ms
low
33
mcp.vibe.website-templatesverb
mcp
0.4
28
0.0%
58ms
low
34
mcp.configverb
mcp
0.4
28
0.0%
39ms
low
35
mcp.manifestverb
mcp
0.4
28
0.0%
63ms
low
36
mcp.admin.endpoints.allverb
mcp
0.4
28
0.0%
119ms
low
37
mcp.emails.pending-spamverb
mcp
0.4
28
0.0%
45ms
low
38
mcp.provision.light-status.{tenant_id}verb
mcp
0.4
28
0.0%
20ms
low
39
mcp.admin.alerts.criticalverb
mcp
0.4
28
0.0%
57ms
low
40
mcp.sitemap.jsonverb
mcp
0.4
28
0.0%
82ms
low
41
mcp.toolsverb
mcp
0.4
28
0.0%
39ms
low
42
mcp.provision.migration.export.products.{tenant_id}verb
mcp
0.4
28
0.0%
29ms
low
43
mcp.pages.{slug:path}.healthverb
mcp
0.4
28
0.0%
61ms
low
44
mcp.backup.list.{tenant_id}verb
mcp
0.4
28
0.0%
21ms
low
45
mcp.resources.referralsverb
mcp
0.4
28
0.0%
34ms
low
46
mcp.provision.super-admin.dashboardverb
mcp
0.4
28
0.0%
39ms
low
47
mcp.health.platformverb
mcp
0.4
28
0.0%
54ms
low
48
mcp.provision.onboarding.stepsverb
mcp
0.4
28
0.0%
37ms
low
49
mcp.provision.demo.listverb
mcp
0.4
28
0.0%
50ms
low
50
mcp.services.{public_id}verb
mcp
0.4
28
0.0%
45ms
low
51
mcp.provision.status.{tenant_id}verb
mcp
0.4
28
0.0%
21ms
low
52
mcp.kb-contextverb
mcp
0.4
28
0.0%
45ms
low
53
mcp.provision.demo.status.{tenant_id}verb
mcp
0.4
28
0.0%
25ms
low
54
mcp.robots.txtverb
mcp
0.4
28
0.0%
98ms
low
55
mcp.resources.locationsverb
mcp
0.4
28
0.0%
51ms
low
56
mcp.health.stale._idverb
mcp
0.4
28
0.0%
54ms
low
57
mcp.health.tool._id.{tool_name}.historyverb
mcp
0.4
28
0.0%
31ms
low
58
mcp.conversationsverb
mcp
0.4
28
0.0%
70ms
low

Generated at 2026-06-09T21:59:41.814Z. 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.