# tb-query

> Use this tool when you need to analyze and extract insights from TensorBoard event files without relying on a running TensorBoard server. It enables AI agents to query scalar data, statistics, and correlations, solving problems related to machine learning model evaluation and optimization. The tb-query tool takes TensorBoard event files as input and outputs relevant data and statistics, making it ideal for use cases involving model performance analysis and comparison.

Canonical page: https://skillsregistry.net/skills/alir3z4-tb-query  
JSON: https://api.skillsregistry.net/v1/skills/alir3z4-tb-query

## Description

MCP server for querying and analyzing TensorBoard event files, enabling AI agents to extract scalar data, statistics, and correlations without a running TensorBoard server.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/soua34of23)
- **Repository:** <https://github.com/Alir3z4/tb-query>

## 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": "alir3z4-tb-query"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alir3z4-tb-query` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alir3z4-tb-query/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