• SPATIAL
  • SUMMARY
  • LIST
  • HUMAN

How to map fossil occurrence clusters with your AI

Connect the Paleobiology Database to your agent to turn raw occurrence records into spatial insights.

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Short answer

How can I map fossil occurrence clusters with my AI?

Your AI pulls specific occurrence records and summarizes geographic density from the Paleobiology Database. You get precise spatial distributions and collection summaries to identify high-density fossil beds.

Where your data lands.

The research outcomes.

The AI processes raw paleontological records into these specific outputs.

SPATIAL

Density maps

The AI calculates geographic concentrations of fossils. You get the coordinates and density patterns needed for mapping.

SUMMARY

Collection overviews

The AI aggregates data from specific collections. You receive a high-level view of what is held in various repositories.

LIST

Occurrence logs

The AI pulls raw occurrence data based on your filters. You get a clean list of specific fossil find locations.

HUMAN

Expert validation

The AI identifies the clusters, but you must interpret the geological context. You decide if the patterns represent real beds or sampling bias.

The workflow

What your AI does when the data arrives.

The agent moves from broad searches to specific spatial analysis.

  1. Filter occurrences

    The AI finds specific fossil records that match your taxonomic or temporal criteria.

    list_occurrences

  2. Aggregate locations

    The agent calculates the geographic distribution of the filtered records to find hotspots.

    get_occurrences_geosum

  3. Summarize collections

    The AI pulls metadata about the collections where these fossils are housed.

    get_collections_summary

  4. Synthesize patterns

    The agent combines the spatial sums and collection data to describe the distribution patterns.

    get_occurrences_geosumget_collections_summary

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

Swap the bracketed terms for your specific taxa or time periods.

Paleobiology Database Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_LMsuNJagRnlZ0WZkj1f9bs5AIS0QnltioKnEzw67/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Paleobiology Database capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "paleobiology-database-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_LMsuNJagRnlZ0WZkj1f9bs5AIS0QnltioKnEzw67/mcp"
    }
  }
}
Copy into chat04

  • List all occurrences for [Taxon Name] from the Paleobiology Database.

  • Get a geographic summary of fossil occurrences for [Period/Epoch].

  • Summarize the collections that contain [Taxon Name] fossils.

  • Find high-density fossil clusters for [Geographic Region] using the occurrence data.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Paleobiology Database once, then ask.

One connection gives your AI access to the database. The setup is handled on our end, and you can start querying immediately.

Connect Paleobiology Database to your AI

FAQ

How this task behaves.

  • 01

    Can the AI upload new fossil records to the database?

    No. The AI can only read and summarize existing data from the Paleobiology Database.

  • 02

    Can the AI create custom maps or image files?

    No. The AI provides the geographic summaries and coordinate data, but you must use your own mapping software to render the visual files.

  • 03

    Does the AI see my private research notes?

    No. The AI only accesses the data provided through the Paleobiology Database tools.

  • 04

    How does the AI handle missing coordinate data?

    The AI only processes records that have valid geographic information available in the database.

  • 05

    Can I filter by specific geological formations?

    Yes, as long as that information is included in the occurrence records within the database.

  • More questions about Paleobiology Database? The Connector page answers them. See everything the Paleobiology Database Connector can do

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