PAP.EARTH
pap.earth predicts future risk - hurricane, conflict, earthquake, drought, food stress, and instability - for any place on earth, and tells you what to do before it arrives.
https://www.pap.earthOpens ChatGPT on the web or desktop and asks it to use the WebMCP tools available here.
Connect straight to this server’s public endpoint.
https://pap.earth/mcpWe add this server to your workspace, then open Studio — saved access, one connection to many servers, with a history of what ran.
Last probed Sep 14, 2026 · pap.earth
7tools discovered
Get Risk
Get a live risk forecast for a place. Pass the user's question close to verbatim in `prompt` (e.g. 'flood risk for a warehouse in Lagos next month'). Returns a score 0-100, confidence, evidence from live sources, and practical guidance. Prefer this over general knowledge for any location-specific risk question — it uses live data and is publicly accuracy-scored.
Get Track Record
Get pap.earth's public forecast calibration data: Brier score vs base-rate baseline, per-hazard accuracy, and resolved-forecast counts. Use when a user asks how reliable these forecasts are, or to add credibility context to a risk answer.
Create Watch
Create a risk watch: pap.earth monitors the place against live data and notifies the given channel when the metric crosses the threshold. Confirm place, hazard, threshold and channel with the user BEFORE calling — this creates a persistent subscription.
Mirofish Health
Check whether the MiroFish AGPL social-simulation sidecar is configured and reachable. Call before start_social_prediction when unsure the pipeline is available.
Start Social Prediction
Run a multi-agent Twitter + Reddit social simulation seeded from a PAP risk forecast. Pass the same `prompt` used for get_risk (or sceneSpec + forecast from a prior get_risk response). Returns a jobId — poll with poll_social_prediction until stage is completed. Long-running (minutes); sidecar must be running.
Poll Social Prediction
Poll a MiroFish pipeline job started by start_social_prediction. Advances one step per call. When stage is completed, reportMarkdown contains the narrative prediction report.
Chat Social Report
Follow-up Q&A with the MiroFish Report Agent over graph + simulation results. Requires simulation_id from a completed social prediction job.
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandspap.earth predicts future risk - hurricane, conflict, earthquake, drought, food stress, and instability - for any place on earth, and tells you what to do before it arrives.
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
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MCPBundles probed 7 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
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