• DATA
  • CONTEXT
  • ANALYSIS
  • ORGANIZATION

How to retrieve sequence metadata with your AI

Connect your agent to NCBI once. After that, you can pull specific biological record details straight into your conversation.

Ask AI about this page

Short answer

How do I get sequence metadata using my AI?

You provide an accession number or specific identifier to your agent, and it uses the NCBI API to fetch the technical summary. This gives you immediate access to unique identifiers and record details without leaving your chat. You'll see the specific data points you need for your research below.

The results.

Where your data lands.

The AI handles the heavy lifting of querying NCBI so you can focus on the biology.

DATA

Direct record summaries

The AI pulls technical metadata and unique identifiers from GenBank. You get the raw facts without manual searching.

CONTEXT

Integrated research

Metadata stays inside your chat. You can ask follow-up questions about the sequence immediately after retrieval.

ANALYSIS

Human-led interpretation

The AI provides the data, but you decide if the sequence is relevant to your specific study or experiment.

ORGANIZATION

Structured outputs

The agent formats the NCBI data into clean text or tables. This makes it easy to copy into your own notes or papers.

The workflow

What your AI does when you request a record.

The agent acts as a bridge between your chat and the NCBI database.

  1. Identify the record

    Your agent parses your message to find the specific accession number or identifier you mentioned.

    get_ncbi_summary

  2. Query NCBI

    The agent sends a request to the GenBank/NCBI API to find the matching biological record.

    get_ncbi_summary

  3. Extract metadata

    The agent pulls the technical summary, including unique IDs and sequence descriptions, from the API response.

    get_ncbi_summary

  4. Present findings

    The agent displays the retrieved information in a readable format within your current chat window.

    get_ncbi_summary

Try it

Copy these to start.

Use these prompts to trigger the NCBI lookup.

Starting points

Swap out the bracketed text for your actual accession numbers or organism names.

GenBank/NCBI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_0wuiFY9KFNe14e8WQok4IyjNxTHA4yJHIB6E1Y2E/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 — GenBank/NCBI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "genbankncbi-api-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_0wuiFY9KFNe14e8WQok4IyjNxTHA4yJHIB6E1Y2E/mcp"
    }
  }
}
Copy into chat04

  • Get the summary for GenBank record NM_000518.

  • What is the technical metadata for accession number NR_046232?

  • Retrieve the summary for the human hemoglobin subunit beta sequence.

  • Pull the unique identifiers for the record with accession USI_12345.

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

Start here

Connect GenBank/NCBI API once, then ask.

Just click the link to connect. Your credentials stay encrypted, and you can start querying NCBI immediately.

Connect GenBank/NCBI API to your AI

FAQ

How this task behaves.

  • 01

    Can the AI edit records in GenBank?

    No. The AI can only read and retrieve existing metadata through the API. It cannot modify or delete any records in the NCBI database.

  • 02

    Can I download the full FASTA file?

    No. This specific tool is designed to pull technical summaries and identifiers. It does not provide the full sequence files.

  • 03

    Do I need to provide the accession number every time?

    Yes. The AI needs a specific identifier like an accession number to know exactly which record to pull from NCBI.

  • 04

    Will the AI suggest new sequences?

    No. The AI only retrieves information for the specific records you ask for. It does not perform predictive sequence modeling.

  • 05

    Does this work with any AI client?

    Yes, as long as you are using an MCP-compatible client like Claude, Cursor, or Windsurf.

  • More questions about GenBank/NCBI API? The Connector page answers them. See everything the GenBank/NCBI API Connector can do

Connect GenBank/NCBI to Claude, Cursor, ChatGPT & more