Benchling MCP server: ask questions, get governed answers

Benchling AI analytics: what you can ask

Typical questions from R&D, lab operations, biotech. Each answer shows the definition, source and query behind it.

• How many samples were registered per week this quarter?
• Which inventory items are expiring in the next 30 days?
• List workflow tasks overdue by team
• Show notebook entries created per project this month
• Which projects have the most active requests?

How Nexatron connects to Benchling

Whose permissions

Your administrator approves the access the Benchling connection uses. Where Benchling supports per-user sign-in, answers run under each person's own access, and Nexatron roles decide who in your company can ask.

Read and write

Questions are read-only: asking never changes Benchling data.

Setup

Our team sets up the Benchling connection with your administrator during the pilot. No data migration and no pipeline to build: data is queried where it lives.

Benchling MCP connector for Claude, ChatGPT and Copilot

Nexatron's hosted MCP server is a governed Benchling MCP connector: Claude, ChatGPT and Microsoft Copilot ask questions of your Benchling data through it. Each person signs in as themselves, so the assistant sees only what they may see.

Connect Benchling to Claude, ChatGPT or Copilot

1. Connect Benchling to your Nexatron workspace.
2. In Claude, add Nexatron from Claude's connector directory. In ChatGPT or Copilot, add a custom MCP connector with the server URL https://api.nexatron.io/api/v1/mcp.
3. Sign in with your own Nexatron identity (OAuth 2.1), then ask your Benchling questions.

Benchling connector FAQ

Can I ask Benchling questions without writing queries?

Yes. Ask in Teams, Slack, the Nexatron web app, or an AI assistant connected through Nexatron's MCP server.

Does Nexatron respect Benchling permissions?

Yes. Where Benchling supports per-user sign-in, answers run under each person's own access.

Can Nexatron change data in Benchling?

No. Asking a question never changes Benchling data.

What do I need to connect Benchling?

An administrator who can approve the connection. Our team sets it up with them during the pilot.

Is there a Benchling MCP server for Claude, ChatGPT or Copilot?

Yes: Nexatron's hosted MCP server, once Benchling is connected to your workspace. It is Nexatron's server, not one published by Benchling, and the assistant gets the same governed answer as the Nexatron app.