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yanaSelin

mcp-disaster-server

by yanaSelin
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mcp-disaster-server

MCP server for querying the Kaggle "All Natural Disasters 1900-2021 / EOSDIS" CSV dataset via pandas.

Exposes two tools over the stdio MCP protocol:

  • search_disasters — filter records by disaster type, country, and year range

  • get_disaster_statistics — aggregate statistics by dimension (country, continent, year, etc.)

Usage with uvx

DISASTER_CSV_PATH=/path/to/natural_disasters.csv uvx --from . mcp-disaster-server

Or if published to PyPI:

DISASTER_CSV_PATH=/path/to/natural_disasters.csv uvx mcp-disaster-server

Related MCP server: wems-mcp-server

Install as editable package (for development)

pip install -e .

After installation the entry point is available as:

DISASTER_CSV_PATH=/path/to/natural_disasters.csv mcp-disaster-server

Environment

Variable

Required

Description

KAGGLE_API_TOKEN

First run only

Kaggle API token for auto-downloading the CSV on first launch. Not needed if the CSV already exists at DISASTER_CSV_PATH.

DISASTER_CSV_PATH

No

Override the CSV path. Defaults to ~/.mcp-disaster-server/natural_disasters.csv. Useful in tests or CI to point at the 30-row sample fixture.

Data

The server auto-downloads the Kaggle All Natural Disasters 1900-2021 / EOSDIS dataset on first launch (requires KAGGLE_API_TOKEN) and caches it at ~/.mcp-disaster-server/natural_disasters.csv. Subsequent runs reuse the cached file. Column names are normalized at startup (lowercase, underscores, no punctuation).

See docs/architecture.md for design decisions.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

No tool schema history has been recorded yet.

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