# Query Counter MCP Server

> Use this tool when you need to track and analyze Large Language Model (LLM) interactions, as it logs queries to local files with automatic categorization and provides a visual dashboard to monitor query volume and model usage. It solves problems related to understanding LLM usage patterns and optimizing model performance. The tool takes LLM interaction data as input and outputs logged data in CSV or Markdown files, along with a interactive HTML dashboard for visualization.

Canonical page: https://skillsregistry.net/skills/bjulius-querycountermcp  
JSON: https://api.skillsregistry.net/v1/skills/bjulius-querycountermcp

## Description

Logs LLM interactions to local CSV or Markdown files with automatic categorization for detailed tracking. It provides an interactive HTML dashboard to visualize query volume, model usage, and category distribution.

## 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:** ai-ml
- **Updated:** 2026-04-21

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gj66fr7i29)
- **Repository:** <https://github.com/bjulius/QueryCounterMCP>

## 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": "bjulius-querycountermcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/bjulius-querycountermcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/bjulius-querycountermcp/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