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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Weights & Biases with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Track experiments, monitor ML runs, and manage artifacts on WandB. the developer platform for AI.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 6 capabilities

The complete Weights & Biases capability set.

These are the exact actions your AI can choose when you ask it to work with Weights & Biases.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 6 available through Weights & Biases.

  1. 01

    List project artifacts

    Lists all artifacts (datasets, models, etc.) in a project

  2. 02

    List wandb projects

    Lists all projects within a Weights & Biases entity (user or team)

  3. 03

    List project sweeps

    Lists hyperparameter search sweeps within a project

Capability set02 / 02

04-06

3 capabilities in this set.

Part of 6 available through Weights & Biases.

  1. 04

    Get run details

    Retrieves full details for a specific W&B run, including summary metrics and config

  2. 05

    List project reports

    Lists all saved analysis reports in a project

  3. 06

    List project runs

    Lists all experiment runs within a specific W&B project

Observed, not estimated

843ms average. Fast in production.

Weights & Biases is checked daily against the live service.

Daily averagePeak 1001ms
Aug 20Today
Fastest day
672ms
Slowest day
1001ms
14-day trend
Slowing+17%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 6 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Weights & Biases, so you can see the experience inside your AI.

It does not authenticate your account with Weights & Biases. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Weights & Biases Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_I1Yu40vJsqaxsdrmMLW0Zf84kGzji4jYFvnrqvBH/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 — Weights & Biases capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "weights-biases-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_I1Yu40vJsqaxsdrmMLW0Zf84kGzji4jYFvnrqvBH/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Weights & Biases owners ask.

  • 01

    Can I check the latest metrics for a specific ML run?

    Yes. Using the get_run_details capability, your AI agent can pull the latest logged metrics (like accuracy or loss) and hyperparameters for any specific run ID within your projects.

  • 02

    Is it possible to list versioned datasets and models?

    Absolutely. The list_project_artifacts capability allows you to see all artifacts, including datasets and models, helping you track data lineage and versioning directly through conversation.

  • 03

    Can I monitor hyperparameter search sweeps via chat?

    Yes. Use the list_project_sweeps capability to monitor automated optimization tasks. Your agent will return a list of sweeps in the project so you can track progress without leaving your workspace.

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