• DATA
  • STATS
  • TAXA
  • HUMAN

How to analyze species distribution patterns with your AI

Connect iNaturalist to your AI client to pull real-world biological data. Once connected, your agent can filter sightings and calculate population counts across specific regions.

Ask AI about this page

Short answer

How can I use my AI to track species distribution?

Your AI uses iNaturalist to search for specific observations within defined geographic bounds and timeframes. It then aggregates these sightings into counts to help you visualize where species are appearing. You'll get organized data ready for mapping or trend analysis.

Data outcomes

Where your data lands

The AI turns raw observations into structured biological insights.

DATA

Filtered observation lists

The AI pulls specific sightings based on your location and date filters. You get a clean list of what was seen and where.

STATS

Species population counts

The AI calculates how many times a specific taxon has been spotted. This makes it easy to compare abundance between two areas.

TAXA

Taxonomic identification

The AI looks up specific names and classifications. This ensures your queries target the correct biological groups.

HUMAN

Manual verification

You review the AI's findings to ensure the sightings match your research goals. The AI provides the data, but you make the scientific calls.

The workflow

What your AI does when the request arrives.

Your agent acts as a bridge between your natural language questions and the iNaturalist database.

  1. Identify targets

    The AI finds the correct biological names or groups to ensure the search is accurate.

    search_taxa

  2. Locate sightings

    The agent searches for specific observations within your chosen coordinates and dates.

    search_observations

  3. Aggregate data

    The AI counts the number of sightings for each species found in the search area.

    get_species_counts

  4. Summarize patterns

    The AI interprets the counts and locations to describe how the species is distributed.

    search_observationsget_species_counts

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

Swap out the bracketed text for your specific species, locations, or dates.

iNaturalist Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_PM4BDToKuNUD3Iuz43FYIh8dXEkimscUd6YccCTM/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 — iNaturalist capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "inaturalist-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_PM4BDToKuNUD3Iuz43FYIh8dXEkimscUd6YccCTM/mcp"
    }
  }
}
Copy into chat04

  • Find all observations for [Species Name] in [Location] between [Date] and [Date].

  • How many sightings of [Species Name] have been recorded in [Location] recently?

  • Search for all observations of [Taxon Name] within these coordinates: [Lat/Long].

  • Compare the species counts for [Species A] and [Species B] in [Region].

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

Start here

Connect iNaturalist once, then ask.

Just click the link to connect. Your credentials stay encrypted and private, and you can immediately start asking questions in your preferred AI client.

Connect iNaturalist to your AI

FAQ

How this task behaves

  • 01

    Can the AI upload my own photos to iNaturalist?

    No. The AI can only read and query existing data from the platform.

  • 02

    Can the AI change or delete existing observations?

    No. The AI has no permission to modify or remove any data on iNaturalist.

  • 03

    Does the AI provide the actual images of the species?

    The AI can find the observations, but it cannot display or generate the images directly in the chat.

  • 04

    Can I use this to find species in real-time?

    Yes, the AI queries the live iNaturalist database to get the most recent sightings available.

  • 05

    How does the AI know which species I'm talking about?

    It uses taxonomic search tools to match your common names to the correct scientific classifications.

  • More questions about iNaturalist? See everything the iNaturalist Connector can do

Connect iNaturalist to Claude, Cursor, ChatGPT & more