Senlay Physical Context
Physical-world evidence and operability checks with provenance and explicit data gaps.
Should I use this
Quality & Safety
Findings (1)
- LOWTool 'get_forecast_trust' description lacks action verbin get_forecast_trust
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"senlay": {
"url": "https://senlay.cloud/mcp"
}
}
}Remote endpoints
https://senlay.cloud/mcpstreamable-httpWhat it can do
Tool inventory
Tools (4)
⚪sense_location(lat, lng, domain, time)
Return 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.
Input Schema
{
"type": "object",
"properties": {
"lat": {
"type": "number",
"minimum": -90,
"maximum": 90,
"description": "Latitude from -90 to 90."
},
"lng": {
"type": "number",
"minimum": -180,
"maximum": 180,
"description": "Longitude from -180 to 180."
},
"domain": {
"default": "general",
"description": "Operational domain; defaults to general.",
"type": "string",
"enum": [
"general",
"kitesurfing",
"surfing",
"sailing",
"drone",
"paragliding",
"hiking",
"agriculture",
"construction",
"running"
]
},
"time": {
"description": "Optional ISO 8601 time. This release supports current conditions only (within 10 minutes of now).",
"type": "string",
"format": "date-time",
"pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$"
}
},
"required": [
"lat",
"lng"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}🟢check_operability(lat, lng, domain, time)
Decision 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.
Input Schema
{
"type": "object",
"properties": {
"lat": {
"type": "number",
"minimum": -90,
"maximum": 90,
"description": "Latitude from -90 to 90."
},
"lng": {
"type": "number",
"minimum": -180,
"maximum": 180,
"description": "Longitude from -180 to 180."
},
"domain": {
"type": "string",
"enum": [
"general",
"kitesurfing",
"surfing",
"sailing",
"drone",
"paragliding",
"hiking",
"agriculture",
"construction",
"running"
],
"description": "Operational domain to assess."
},
"time": {
"description": "Optional ISO 8601 time. This release supports current conditions only (within 10 minutes of now).",
"type": "string",
"format": "date-time",
"pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$"
}
},
"required": [
"lat",
"lng",
"domain"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}🟢list_domains
List 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.
Input Schema
{
"type": "object",
"properties": {}
}🟢get_forecast_trust(lat, lng)
Return 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.
Input Schema
{
"type": "object",
"properties": {
"lat": {
"type": "number",
"minimum": -90,
"maximum": 90,
"description": "Latitude from -90 to 90."
},
"lng": {
"type": "number",
"minimum": -180,
"maximum": 180,
"description": "Longitude from -180 to 180."
}
},
"required": [
"lat",
"lng"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}Community
Evidence