Senlay Physical Context MCP Server

by smartsurfsolar Your server? Claim it

answering

Senlay Physical Context is answering right now. Last checked 3 min ago. It exposes 4 tools. Last commit 5 Sep 2026.

Physical-world evidence and operability checks with provenance and explicit data gaps.

Uptime history 51 days of history · worst day 98%

51 days agonow

100.0%

Uptime 24h

92 of 92 checks

Tools

read from the server

633 ms

Response time

average over 24h

Stars

last commit 5 Sep 2026

What changed 3

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 6 September 2026. No other catalogue keeps this.

6 Sep 2 tool descriptions were rewritten check_operability, sense_location

6 Sep a tool appeared get_forecast_trust

Senlay Physical Context missed 2 checks this week

Everything else answered, so this is steady rather than shaky. We check every 15 minutes, which is how a one-off gets told apart from the start of a pattern, and how you hear about the next one within the hour instead of from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 3 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add senlay --transport http https://senlay.cloud/mcp

Settings → Connectors → Add custom connector, then paste this address

https://senlay.cloud/mcp

~/.codex/config.toml

[mcp_servers.senlay]
url = "https://senlay.cloud/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "senlay": {
      "url": "https://senlay.cloud/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "senlay": {
      "type": "http",
      "url": "https://senlay.cloud/mcp"
    }
  }
}

Available tools 4

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

domains

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.

forecast

get_forecast_trust

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.

operability

check_operability

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.

sense

sense_location

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.

Endpoints

URL	Transport	State	Latency	Checked
https://senlay.cloud/mcp	streamable-http	answering	626 ms	3 min ago

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Senlay Physical Context — questions

Answers built from our own checks of this server.

What can Senlay Physical Context do?

It exposes 4 tools, read directly from the server on our last check. Among them: check_operability, get_forecast_trust, list_domains, sense_location. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Senlay Physical Context working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 633 ms. The bar chart above shows every period we have measured.

How do I connect Senlay Physical Context?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Senlay Physical Context need an API key?

No. Senlay Physical Context completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 4 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Senlay Physical Context?

It answers our handshake in 633 ms on average, which is faster than 19% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is Senlay Physical Context open source?

We cannot say either way: written in Python and 0 stars on GitHub, but we could not determine the licence, and without one the code is not open source by default.