GenAI Span Mapper MCP
Normalize GenAI spans before dashboards tell competing stories.
GenAI Span Mapper is a paid remote MCP schema mapper for OpenTelemetry GenAI spans, provider attributes, missing fields, dashboard schemas, and mapping receipts.
This is a public documentation project for GenAI Span Mapper MCP. The structure is modeled after the public documentation pattern used by MiroFish: a short front door, a clear reading order, practical guides, reference pages, and public-safe architecture notes.
Start Here
- Website: https://genaispanmapper.clauxel.com/?utm_source=github&utm_medium=documentation&utm_campaign=genaispanmapper_public_docs&utm_content=readme_primary_home
- Pricing: https://genaispanmapper.clauxel.com/pricing/?utm_source=github&utm_medium=documentation&utm_campaign=genaispanmapper_public_docs&utm_content=readme_pricing
- Checkout: https://genaispanmapper.clauxel.com/checkout/?utm_source=github&utm_medium=documentation&utm_campaign=genaispanmapper_public_docs&utm_content=readme_checkout
- Support: support@aigeamy.com
Remote MCP
- Endpoint: https://genaispanmapper.clauxel.com/mcp
- Server card: https://genaispanmapper.clauxel.com/server-card.json
- Registry name:
com.clauxel.genaispanmapper/genaispanmapper-mcp - Tools:
map_genai_span_fields,normalize_provider_attributes,detect_missing_genai_attributes,issue_mapping_receipt,export_observability_schema
Reading Order
Audience
observability teams, LLM platform teams, data engineers, and SREs.
Capabilities
- span schema mapper
- provider rules
- missing attribute detection
- normalized JSON
- dashboard schema export
Public-Safe Boundary
This repository does not contain production source code, credentials, payment configuration, Cloudflare configuration, customer records, private analytics, or local machine paths.
