• ERROR
  • FIXED
  • REVIEW
  • LOG

How to audit botanical records with your AI

Connect your AI to your botanical database once. From there, your agent handles the heavy lifting of spotting mistakes and fixing them.

Ask AI about this page

Short answer

How can I audit botanical records with my AI?

Your AI scans your database for species mismatches or typos and submits the right data back to the system. You get a clean, verified dataset. Here is how the process works.

Where findings land.

Where every issue lands.

The AI sorts every finding into one of these four categories.

ERROR

Flagged species errors

The AI uses report_species_error to mark specific entries that don't match known botanical standards. These show up in your error logs.

FIXED

Direct database updates

When the AI is certain of a correction, it uses correct_species to update the record. This keeps your database current automatically.

REVIEW

Human verification needed

If the AI finds a conflict it can't resolve, it flags the record for you. You decide whether to accept or reject the suggested change.

LOG

Audit trail created

Every change and error report is tracked. You get a clear history of what was changed and why.

The workflow

What your AI does when the data arrives.

The AI takes over the repetitive task of cross-referencing species names and attributes.

  1. Scan for mismatches

    Your agent compares your current database entries against verified botanical taxonomies to find inconsistencies.

    report_species_error

  2. Submit corrections

    Once an error is identified, the AI pushes the accurate species information back into your database.

    correct_species

  3. Log discrepancies

    The AI documents every error it finds so you can review the specific reasons for the mismatch.

    report_species_error

  4. Update records

    The AI applies the corrected data to ensure the species name and metadata are perfectly aligned.

    correct_species

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

These are just ways to kick things off. Swap out the bracketed text with your specific database names or species lists.

Trefle Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_bpJgA7d1fc2Jh8wC7QBbfmJQmGnmBEOgAyE4DoVT/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 — Trefle capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "plants-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_bpJgA7d1fc2Jh8wC7QBbfmJQmGnmBEOgAyE4DoVT/mcp"
    }
  }
}
Copy into chat04

  • Scan the [Database Name] for any species name errors.

  • Find all incorrect entries for [Genus Name] in my records and fix them.

  • Report any species errors found in the [Sheet Name] file.

  • Check the [Database Name] for mismatches and correct the species data where you are certain.

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

Start here

Connect Plants once, then ask.

Just link your database to the MCP. Your credentials stay encrypted and secure, and you can find the full technical details on the Connector page.

Connect Plants to your AI

FAQ

How this task behaves.

  • 01

    Can the AI delete species from my database?

    No. The AI only reports errors or corrects existing data. It cannot delete records.

  • 02

    Will the AI change my data without asking?

    The AI uses the correction tool to update records, but you can set your agent to only report errors for your review first.

  • 03

    Does it work with any botanical database?

    It works with any database that this MCP can connect to via your AI client.

  • 04

    Can the AI create new species entries?

    No. The tools are limited to reporting errors and correcting existing species data.

  • 05

    Who is responsible for the final data accuracy?

    You are. The AI identifies and fixes errors, but you maintain ultimate control over the database.

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

Connect Trefle to Claude, Cursor, ChatGPT & more