{
  "markdown": "# GenAI Span Mapper MCP\n\nNormalize GenAI spans before dashboards tell competing stories.\n\nGenAI Span Mapper is a paid remote MCP schema mapper for OpenTelemetry GenAI spans, provider attributes, missing fields, dashboard schemas, and mapping receipts.\n\nThis is a public documentation project for GenAI Span Mapper MCP. The structure is modeled after the public documentation pattern used by [MiroFish](https://github.com/clauxel/MiroFish): a short front door, a clear reading order, practical guides, reference pages, and public-safe architecture notes.\n\n## Start Here\n\n- Website: https://genaispanmapper.clauxel.com/?utm_source=github&utm_medium=documentation&utm_campaign=genaispanmapper_public_docs&utm_content=readme_primary_home\n- Pricing: https://genaispanmapper.clauxel.com/pricing/?utm_source=github&utm_medium=documentation&utm_campaign=genaispanmapper_public_docs&utm_content=readme_pricing\n- Checkout: https://genaispanmapper.clauxel.com/checkout/?utm_source=github&utm_medium=documentation&utm_campaign=genaispanmapper_public_docs&utm_content=readme_checkout\n- Support: support@aigeamy.com\n\n## Remote MCP\n\n- Endpoint: https://genaispanmapper.clauxel.com/mcp\n- Server card: https://genaispanmapper.clauxel.com/server-card.json\n- Registry name: `com.clauxel.genaispanmapper/genaispanmapper-mcp`\n- Tools: `map_genai_span_fields`, `normalize_provider_attributes`, `detect_missing_genai_attributes`, `issue_mapping_receipt`, `export_observability_schema`\n\n## Reading Order\n\n1. [Quickstart](guide/quickstart.md)\n2. [Evaluation guide](guide/evaluation.md)\n3. [Checkout and pricing](guide/checkout-and-pricing.md)\n4. [Workflow notes](features/workflow.md)\n5. [Public link reference](reference/links.md)\n\n## Audience\n\nobservability teams, LLM platform teams, data engineers, and SREs.\n\n## Capabilities\n\n- span schema mapper\n- provider rules\n- missing attribute detection\n- normalized JSON\n- dashboard schema export\n\n## Public-Safe Boundary\n\nThis repository does not contain production source code, credentials, payment configuration, Cloudflare configuration, customer records, private analytics, or local machine paths.\n",
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