Deployment, monitoring, logging and container tooling that an agent may need to operate or observe a system.
Service uptime — Trailing mean series + Secondary-measure weighted mean: Trailing mean series + Secondary-measure weighted mean for supplied service uptime records (available_minutes, observed_minutes). Up to 200 rows; 2...
Validator uptime — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied validator uptime records (online_minutes,...
Validator uptime — Grouped numeric summary + Secondary-measure weighted mean: Grouped numeric summary + Secondary-measure weighted mean for supplied validator uptime records (online_minutes, observed_minutes). Up to 200...
MCP server check, inspector. MCP server check over streamable HTTP: whether it answers initialize, its name, version, protocol version and capabilities, whether it needs sign-in (OAuth or another 401 challenge), and its...
Water monitoring - Exact row deduplication: Exact row deduplication for Water monitoring. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 prof...
Service uptime — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean series for supplied service uptime records (available_minutes, observed_min...
Point clouds — Numeric interval filter + Date by category pivot: Numeric interval filter + Date by category pivot for supplied point clouds records (point_count, file_mb). Up to 200 rows; 2 independent reports using shar...
Validator uptime — Numeric row ordering + Daily sum series: Numeric row ordering + Daily sum series for supplied validator uptime records (online_minutes, observed_minutes). Up to 200 rows; 2 independent reports using sh...
Service uptime — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied service uptime records (available_minutes, observed_minutes). Up to 200 rows; 2 independent rep...
Service uptime — Base-100 series + Secondary-measure weighted mean: Base-100 series + Secondary-measure weighted mean for supplied service uptime records (available_minutes, observed_minutes). Up to 200 rows; 2 independe...
Point clouds — Numeric row ordering + Explicit missing-value fill: Numeric row ordering + Explicit missing-value fill for supplied point clouds records (point_count, file_mb). Up to 200 rows; 2 independent reports using...
Cloudflare Evidence Check — Judges whether a check someone ran on a Cloudflare-hosted site really proves what they claim, and answers as JSON with a verdict, the reason and the one check that would decide. Knows the inst...
Traffic Reality Check: Real Readers vs Bots — Reads the numbers from Cloudflare Web Analytics and zone analytics (GraphQL or the dashboard) and says how many of them are real readers or real server errors, answered as JS...
Arbitrum event logs. Recent contract event logs on Arbitrum One (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 has...
Base event logs. Recent contract event logs on Base (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). Returns...
Polygon event logs. Recent contract event logs on Polygon PoS (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.
Live feed of every active rail disruption across the Japanese (JP) network in one call — delays and suspensions with bilingual summaries, refreshed continuously from ODPT. Built for MONITORING agents: poll on an interval...
Fit positive rate-temperature observations by log-linear Arrhenius OLS; return activation energy, residuals and transformed-fit errors. No mechanism or extrapolation claim.
Check one public AWS, Google Cloud, Azure, DigitalOcean, or Linode service/location status source and return a terse agent-ready verdict.
Cubic metres (CBM) and cubic feet of cartons, air volumetric weight (1:6000) and sea chargeable volume.
Object count, altitude and inclination ranges and orbit-class mix for a CelesTrak group (stations, starlink, gps-ops...).
Speak raw Streamable HTTP JSON-RPC to one MCP server: initialize, tools/list and (optionally) one safe read-only tools/call. Returns worker-result-1.0 JSON with timestamped steps and hashed evidence. An evidenced failure...
Avalanche event logs. Recent contract event logs on Avalanche (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)...