wandb-mcp-server
The Weights & Biases MCP Server enables querying of W&B data for enhanced data manipulation and reporting capabilities. It supports a range of functionalities including querying models, generating reports, and interacting with support bots, offering robust analysis and documentation tools for users.
What should I do if I encounter an 'Error: spawn uv ENOENT'?
This error indicates that the 'uv' package manager cannot be found. Install 'uv' using the official installation script and create a symlink if necessary. Restart your application or IDE after making these changes.
How can I ensure all data was retrieved when asking broad questions?
When asking broad questions, it's advisable to ask the LLM to verify that it retrieved all available runs. The MCP tools are designed to fetch the correct amount of data, but sometimes LLMs may only retrieve the latest runs or the last N runs.
How do I specify my W&B project and entity name?
Ensure you specify the W&B Entity and W&B Project to the LLM. For example, in Claude Desktop, you might query: 'how many openai.chat traces in the wandb-applied-ai-team/mcp-tests weave project?'
What is the purpose of the 'create_wandb_report_tool'?
The 'create_wandb_report_tool' is used to create a new W&B Report with markdown text and HTML-rendered visualizations, providing a permanent, shareable document for saving analysis findings and generated charts.
Can I manually add the MCP server to my client config?
Yes, you can manually add the MCP server to your client config by including the necessary JSON configuration in your MCP client config file.