# Warpmetrics

> Use this tool when you need to monitor and analyze the performance of large language models, solving problems such as optimizing model efficiency and identifying areas of improvement. It connects to the Warpmetrics platform, taking in model run data as input and outputting telemetry insights, outcome statistics, and cost analysis. This tool is ideal for use cases where model observability and fine-tuning are crucial, providing a dynamic interface that stays up-to-date with the Warpmetrics API.

Canonical page: https://skillsregistry.net/skills/warpmetrics  
JSON: https://api.skillsregistry.net/v1/skills/warpmetrics

## Description

Connects to the Warpmetrics LLM observability platform, enabling agents to query their own telemetry data. Provides tools for filtering runs, retrieving outcome statistics, analyzing costs and latency, and examining individual API call details. Supports dynamic tool loading that stays in sync with the Warpmetrics API.

## Trust

- **Trust score (0–1):** 0.87
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/warpmetrics)
- **Repository:** <https://github.com/warpmetrics/mcp>

## 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": "warpmetrics"
    }
  }
}
```

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