Climate Risk MCP Server
by towardsinnovationlabco.huggingface.towardsinnovationlab/climate_risk_monitoring
- Remote endpoint
- 4 tools
- APACHE-2.0
Uptime
Checked · every day
100%from 5 days of checks
Up without downtime on 5 of 5 days with data.
- No downtime
- Degraded
- Down over 5 minutes
- No data
- Not checked yet
Response time
Median 1134 ms, slowest 5% 1339 ms for the handshake and the tool list, over 30 days.
How far each check got
- Reached the address 100%
- Completed the handshake 100%
- Listed its tools 100%
4 tools at the last answer.
Every day
| Day | Result | Checks | Median |
|---|---|---|---|
| 4 Nov (today) | No downtime | 1 | 996 ms |
| 3 Nov | No downtime | 1of 1 | 1287 ms |
| 2 Nov | No downtime | 1of 1 | 1190 ms |
| 1 Nov | No downtime | 1of 1 | 1122 ms |
| 31 Oct | No downtime | 1 | 1210 ms |
A failure counts as down time only when a second check five minutes later fails too. How we check
Connect to the publisher's own endpoint
Paste into Settings › Connectors › Add custom connector:
https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse Run in a terminal:
claude mcp add --transport sse climate_risk_monitoring https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse Add to ~/.cursor/mcp.json:
Add to ~/.config/devin/mcp_config.json:
Add to mcp.json (Program › Install › Edit mcp.json):
Add to ~/.gemini/settings.json:
Add to config.json in oterm's data folder (~/Library/Application Support/oterm on macOS, ~/.local/share/oterm on Linux, %APPDATA%\oterm on Windows):
Add to ~/.config/eca/config.json (global) or .eca/config.json in the project:
{
"mcpServers": {
"climate_risk_monitoring": {
"url": "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
}
}
} Add to .vscode/mcp.json:
{
"servers": {
"climate_risk_monitoring": {
"type": "sse",
"url": "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
}
}
} Add to ~/.config/zed/settings.json:
{
"context_servers": {
"climate_risk_monitoring": {
"url": "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
}
}
} This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.
Add to cline_mcp_settings.json (MCP Servers › Configure › Configure MCP Servers):
Add to anythingllm_mcp_servers.json in the AnythingLLM storage plugins directory:
Add to Augment Settings Panel – MCP section – Import from JSON (VS Code extension):
{
"mcpServers": {
"climate_risk_monitoring": {
"type": "sse",
"url": "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
}
}
} Add to ~/.continue/config.yaml:
mcpServers:
- name: "climate_risk_monitoring"
type: sse
url: "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse" Add to ~/.config/goose/config.yaml:
extensions:
"climate_risk_monitoring":
type: streamable_http
name: "climate_risk_monitoring"
enabled: true
uri: "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
headers: {}
env_keys: []
envs: {}
timeout: 300 This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.
Run in a terminal:
codex mcp add climate_risk_monitoring --url https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.
Add to ~/.llm/config.json:
Add to resources/assets/config/mcp.json in the installed app:
Add to ~/.boltai/mcp.json:
Add to ~/.bob/settings/mcp.json (global) or .bob/mcp.json (project):
Add to ~/.kiro/settings/mcp.json (user) or .kiro/settings/mcp.json (workspace):
Add to ~/.kiro/settings/mcp.json (user) or .kiro/settings/mcp.json (workspace):
{
"mcpServers": {
"climate_risk_monitoring": {
"url": "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
}
}
} This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.
Add to ~/.config/agenvoy/mcp.json:
{
"servers": {
"climate_risk_monitoring": {
"url": "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
}
}
} This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.
Add to ~/.config/amp/settings.json (user) or .amp/settings.json (workspace):
{
"amp.mcpServers": {
"climate_risk_monitoring": {
"url": "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
}
}
} For agents: the install prompt
Every step above as one Markdown text, for an assistant installing it for you.
# Install the MCP server Climate Risk MCP Server (`co.huggingface.towardsinnovationlab/climate_risk_monitoring`)
Its page: https://plug.directory/servers/co.huggingface.towardsinnovationlab/climate_risk_monitoring
It runs on the publisher's servers; the client connects to its URL.
Use the section for the person's client.
## Claude Desktop
Paste into Settings › Connectors › Add custom connector:
```text
https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse
```
## Claude Code
Run in a terminal:
```sh
claude mcp add --transport sse climate_risk_monitoring https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse
```
## Cursor, Devin Desktop, LM Studio, Gemini CLI, oterm, ECA
Merge into the place for the person's client:
- Cursor: ~/.cursor/mcp.json
- Devin Desktop: ~/.config/devin/mcp_config.json
- LM Studio: mcp.json (Program › Install › Edit mcp.json)
- Gemini CLI: ~/.gemini/settings.json
- oterm: config.json in oterm's data folder (~/Library/Application Support/oterm on macOS, ~/.local/share/oterm on Linux, %APPDATA%\oterm on Windows)
- ECA: ~/.config/eca/config.json (global) or .eca/config.json in the project
```json
{
"mcpServers": {
"climate_risk_monitoring": {
"url": "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
}
}
}
```
## VS Code
Merge into .vscode/mcp.json:
```json
{
"servers": {
"climate_risk_monitoring": {
"type": "sse",
"url": "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
}
}
}
```
## Zed
This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.
## Cline, AnythingLLM, Augment Code
Merge into the place for the person's client:
- Cline: cline_mcp_settings.json (MCP Servers › Configure › Configure MCP Servers)
- AnythingLLM: anythingllm_mcp_servers.json in the AnythingLLM storage plugins directory
- Augment Code: Augment Settings Panel – MCP section – Import from JSON (VS Code extension)
```json
{
"mcpServers": {
"climate_risk_monitoring": {
"type": "sse",
"url": "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
}
}
}
```
## Continue
Merge into ~/.continue/config.yaml:
```yaml
mcpServers:
- name: "climate_risk_monitoring"
type: sse
url: "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
```
## Goose
This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.
## Codex
This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.
## mcp-client-cli, TUUI, BoltAI, Bob Shell, Kiro, Kiro CLI
This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.
## Agenvoy
This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.
## Amp
Merge into ~/.config/amp/settings.json (user) or .amp/settings.json (workspace):
```json
{
"amp.mcpServers": {
"climate_risk_monitoring": {
"url": "https://towardsinnovationlab-climate-risk-monitoring.hf.space/gradio_api/mcp/sse"
}
}
}
```
Then restart the client, or reload its MCP servers, and ask it to list the server's tools to confirm it started.
Tools 4
Climate_Risk_Monitoring_climate_risk_reportCombined climate-hazard evidence: historical data, Sentinel-2 and forecast in one call. Runs the three tools above in sequence and returns their outputs plus a hazard-focused summary. No numeric risk scores; exposure and vulnerability are not modelled. Slow (several minutes): prefer the single tools for quick questions. Returns: JSON string with all evidence, the hazard summary and the run time in seconds.Climate_Risk_Monitoring_weather_data_analystHistorical climate evidence for a location from NASA POWER daily data. Compares the latest value with the seasonal climatology since 1991 and returns the historical percentile, P95/P99 thresholds, days at or above P95 in the last 30 days, the 30-day rainfall accumulation (precipitation only) and ADF/KPSS stationarity tests. Units: temperature °C, precipitation mm/day, wind speed km/h (NASA WS10M converted from m/s). Fast (about 30 seconds). Returns: JSON string with structured evidence, statistics and stationarity diagnostics.Climate_Risk_Monitoring_weather_data_forecast7-day forecast with calibrated uncertainty bands for a location. Trains the chosen model on NASA POWER history, tests it on the last 30 days, runs a 5-fold walk-forward backtest, builds adaptive conformal intervals and compares the Winkler interval score with a seasonal-naive benchmark. Takes one to a few minutes. Units: temperature °C, precipitation mm/day, wind speed km/h. Returns: JSON string with metrics, backtest, conformal diagnostics and the daily forecast.Climate_Risk_Monitoring_weather_image_analystSentinel-2 land-surface evidence for a location (Earth Search STAC catalogue). Returns scene metadata (cloud cover, land-cover shares) and pixel-level spectral indices for up to 12 scenes: NDVI (vegetation), NDWI (surface water), NDSI (snow/ice), BSI (bare soil), with a consistency check between metadata and spectral values. Returns: JSON string with satellite metadata, spectral evidence and reliability notes.
From Hugging Face Spaces. Report a problem