Agent Tool Specification Auditor
Audit OpenAPI™ 3.0 and 3.1 API descriptions for agent-tool readiness, operation risk, schema quality, and safety gaps.
7%
users
Apify builder
Sentinel Signal Founder of Sentinel Signal Systems, building security and trust tools for AI agents, MCP servers, APIs, and web evidence.
Leaderboard position
out of 6,961
New actors
#203
↑ +403
Total actors
#691
↑ +1,175
Monthly users
#1,194
↑ +1,414
Total users
#2,214
↑ +1,605
Monthly runs
#2,124
↑ +2,924
Total runs
#3,023
↑ +1,880
Portfolio stats
New actors
14
↑ +12
Total actors
16
↑ +13
Monthly users
15
↑ +13
Total users
31
↑ +26
Monthly runs
130
↑ +124
Total runs
430
↑ +374
New actors
Each bar shows one day in the last 30 days.
Portfolio concentration
12 of 16 actors cover 80%+ of monthly users.
Audit OpenAPI™ 3.0 and 3.1 API descriptions for agent-tool readiness, operation risk, schema quality, and safety gaps.
7%
users
Score how easy a domain is for AI agents to discover, understand, access, cite, and interact with, across six weighted, evidence-backed categories.
7%
users
Analyze web server access logs to classify AI-user traffic and likely agents or scripts — not just known bots and crawlers — and surface route-level visibility patterns.
7%
users
Check which known AI crawlers a domain's robots.txt policy allows or blocks.
7%
users
Analyze a website's AI readiness, crawler policy, API surface, documentation, and machine-readable structure in one run.
7%
users
Discover public API surfaces on a domain and diff them against a prior snapshot to detect meaningful exposure changes.
7%
users
Check many domains' robots.txt AI crawler policy in one run.
7%
users
Score many domains for AI agent readiness in one run.
7%
users
Discover a domain's likely developer portal, API documentation, OpenAPI/Swagger spec, SDK docs, GitHub, and status page.
7%
users
Capture normalized public web-page snapshots and compare later versions with deterministic, evidence-grade text diffs.
7%
users
Detect and validate a domain's llms.txt (and llms-full.txt), reporting sections, links, and basic structural issues.
7%
users
Compare two OpenAPI/Swagger specs and identify breaking and non-breaking API contract changes between them.
7%
users
ActorHunt MCP
ActorHunt gives paid members MCP access to keyword data, actor evidence, and Store movement for deciding what to build next.