Deployment, monitoring, logging and container tooling that an agent may need to operate or observe a system.
Optimism event logs. Recent contract event logs on Optimism (eth_getLogs): the events a contract emitted over the last N blocks (1-1,000, default 50), optionally filtered by topic0 (the 0x 32-byte event signature hash)....
US national debt — latest total federal debt, debt held by the public and intragovernmental holdings in US dollars. Track government borrowing and build fiscal monitoring dashboards.
X/Twitter profile lookup for AI agents - full public account details for any handle, no API key or login. Returns display name, user id, bio, follower and following counts, tweet count, verified status, location, join da...
Delta of the MCP registry since a daily baseline: added, removed, and changed (score/status) servers — the cheap habit endpoint for repeat callers.
Fetch a URL and report whether it is reachable, the HTTP status code, and the response time in milliseconds. A fast liveness/uptime probe — run it before relying on a site or as a cheap health signal.
Website uptime and change check: is this URL up right now, and has the page changed? Fetches the URL and returns the HTTP status, Last-Modified and ETag headers, a SHA-256 fingerprint of the content, and whether it chang...
Check if a URL is up: status, latency, redirects, title.
Check one public AWS, Google Cloud, Azure, DigitalOcean, or Linode service/location status source and return a terse agent-ready verdict.
Validator uptime — Numeric distribution + Keyed dataset comparison: Numeric distribution + Keyed dataset comparison for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent...
Validator uptime — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied validator uptime records (online_minutes, obser...
Service uptime — Exact row deduplication + Grouped numeric summary: Exact row deduplication + Grouped numeric summary for supplied service uptime records (available_minutes, observed_minutes). Up to 200 rows; 2 independe...
Point clouds — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes for supplied point clouds records (point_count, file_mb). Up to 200 rows; 2 independent reports using shared local a...
Validator uptime — Record quality audit + Exact row deduplication + Numeric interval filter: Record quality audit + Exact row deduplication + Numeric interval filter for supplied validator uptime records (online_minutes,...
Cloud usage imports — Required cell check: Required cell check for Cloud usage imports. Validate a declared CSV table contract, up to 1000 rows. Quoted cells supported; no external enrichment. Specialised preset in a sha...
Cloud usage imports — Validation summary: Validation summary for Cloud usage imports. Validate a declared CSV table contract, up to 1000 rows. Quoted cells supported; no external enrichment. Specialised preset in a share...
Cloud usage imports — Calendar date check: Calendar date check for Cloud usage imports. Validate a declared CSV table contract, up to 1000 rows. Quoted cells supported; no external enrichment. Specialised preset in a sha...
Service uptime — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied service uptime records (available_minutes, observed_minutes). Up to 200 rows; 2 independent rep...
Point clouds — String normalisation + Secondary-measure weighted mean: String normalisation + Secondary-measure weighted mean for supplied point clouds records (point_count, file_mb). Up to 200 rows; 2 independent report...
Validator uptime — Record quality audit + Adjacent row changes: Record quality audit + Adjacent row changes for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent reports...
Validator uptime — Numeric distribution + Grouped numeric summary: Numeric distribution + Grouped numeric summary for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent re...
Validator uptime — Record quality audit + String normalisation: Record quality audit + String normalisation for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent reports...
Validator uptime — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent...
Validator uptime — Category frequencies + Numeric interval filter: Category frequencies + Numeric interval filter for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent re...
Validator uptime — Duplicate key report + Numeric row ordering: Duplicate key report + Numeric row ordering for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent reports...