# Trace Forge

> Use this tool when you need to monitor and debug complex AI agent workflows, as it records structured execution traces and spans to provide detailed insights. It solves problems of observability and analysis in multi-step agent runs, enabling efficient identification and resolution of issues. With inputs of agent workflow data and outputs of detailed trace data, use Trace Forge to optimize AI agent performance in development, testing, and production environments.

Canonical page: https://skillsregistry.net/skills/mdfifty50-boop-trace-forge  
JSON: https://api.skillsregistry.net/v1/skills/mdfifty50-boop-trace-forge

## Description

Records structured execution traces and spans for AI agent workflows. Provides observability tooling for monitoring, debugging, and analyzing complex multi-step agent runs with detailed trace data.

## Trust

- **Trust score (0–1):** 0.64
- **Verification tier:** scanned
- **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:** [PulseMCP](https://www.pulsemcp.com/servers/mdfifty50-boop-trace-forge)
- **Repository:** <https://github.com/mdfifty50-boop/trace-forge-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": "mdfifty50-boop-trace-forge"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mdfifty50-boop-trace-forge` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mdfifty50-boop-trace-forge/pull`

---
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