Senlay Physical Context
Description
Physical-world evidence and operability checks with provenance and explicit data gaps.
What our measurements say
Senlay Physical Context is a remote MCP server published at senlay.cloud. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 644 ms, a delay an agent will notice. It offers a narrow, focused set of 4 tools. On the protocol side it speaks the 2026-07-28 stateless spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Agent readability score
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| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 01:33:33 | Dual-era | 200 | 588 | 200 | 593 | 2026-07-28 |
| 2026-09-12 23:31:36 | Dual-era | 200 | 619 | 200 | 647 | 2026-07-28 |
| 2026-09-12 21:29:15 | Dual-era | 200 | 651 | 200 | 612 | 2026-07-28 |
| 2026-09-12 19:27:29 | Dual-era | 200 | 606 | 200 | 653 | 2026-07-28 |
| 2026-09-12 17:24:09 | Dual-era | 200 | 644 | 200 | 637 | 2026-07-28 |
| 2026-09-12 15:21:42 | Dual-era | 200 | 751 | 200 | 743 | 2026-07-28 |
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 184ms → warm 183ms (penalty 1ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
sense_locationReturn current physical-world evidence and historical forecast reliability for a coordinate. Every available value keeps its provenance, distance, age, measured/predicted status and confidence; source divergence is reported. Required but unavailable evidence is named, never silently estimated.
latnumberrequiredlngnumberrequireddomainstringtimestring
check_operabilityDecision support for an activity at a coordinate, including historical forecast reliability when established. Returns Senlay Core thresholds, exceeded conditions, source divergence, unknowns and assessment uncertainty. It may be wrong; unavailable evidence is named rather than inferred, and a human remains the final authority.
latnumberrequiredlngnumberrequireddomainstringrequiredtimestring
list_domainsList the operational domains accepted by Senlay and a brief of the evidence and threshold logic each domain uses. Actual thresholds and assessments always come from Senlay Core.
get_forecast_trustReturn historical forecast reliability at a coordinate, separately for wind speed and direction. It reports UNKNOWN until Core has enough eligible archived forecast-versus-instrument pairs; it never corrects a forecast or predicts when a regime will end. Decision support. Humans remain the final authority.
latnumberrequiredlngnumberrequired
Availability history
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Era history
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
Response time history
The two probe legs separately: modern server/discover and legacy initialize.
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Dual-era
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[](https://mcpmetrics.io/servers/io-github-smartsurfsolar-senlay)<a href="https://mcpmetrics.io/servers/io-github-smartsurfsolar-senlay"><img src="https://mcpmetrics.io/badge/io.github.smartsurfsolar/senlay/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
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