# Weights & Biases MCP Server

> Use this tool when you need to query and visualize data from Weights & Biases (W&B) using natural language, creating reports with text and visualizations. It solves problems of data exploration and reporting, allowing users to easily retrieve and present W&B Weave traces. The tool accepts natural language inputs and generates W&B Reports as output, ideal for use cases where data insights need to be quickly extracted and communicated.

Canonical page: https://skillsregistry.net/skills/riballes-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/riballes-mcp-server

## Description

Enables querying W\&B Weave traces and creating W\&B Reports with text and visualizations through natural language.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-06-12

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/bxhfd0p6iq)
- **Repository:** <https://github.com/riballes/mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "riballes-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/riballes-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/riballes-mcp-server/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt