# GenAI Span Mapper

> Use this tool when you need to normalize and map GenAI operation spans across different providers for seamless observability and compliance. It solves problems related to data inconsistency and generates structured receipts for workflows, taking in span data and outputting normalized data in dashboard schemas. Ideal for use cases requiring standardized GenAI operation tracking, it accepts a paid bearer token as input.

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

## Description

GenAI Span Mapper is a paid remote MCP service for mapping and normalizing GenAI operation spans across providers. It normalizes span data to dashboard schemas and generates structured receipts for observability and compliance workflows. Requires paid bearer token.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** data-analytics
- **Updated:** 2026-09-03

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/genaispanmapper-mcp)
- **Repository:** <https://github.com/clauxel/genai-span-mapper-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": "genaispanmapper-mcp"
    }
  }
}
```

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