com.clauxel.genaispanmapper/genaispanmapper-mcp (GenAI Span Mapper MCP)

This remote MCP server provides schema mapping for GenAI span data, including normalization of OpenTelemetry GenAI spans, provider attribute normalization, handling of missing fields, dashboard schema mapping, and mapping receipts. It is described as a paid remote MCP schema mapper within the GenAI Span Mapper documentation project.

🛠️ Key Features

Remote MCP for GenAI span mapping
Provider normalization
Dashboard schema mapping
Missing-field handling for spans
Mapping receipts support

🚀 Use Cases

Normalize OpenTelemetry GenAI spans before dashboarding
Reconcile competing dashboard narratives across providers
Map span/provider attributes to dashboard schemas
Produce receipts for mapping outcomes

⚡ Developer Benefits

Public documentation project with a “front door” reading order
Reference pages and practical guides for schema mapping

⚠️ Limitations

Described as a paid remote MCP schema mapper

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.

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

Install

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://genaispanmapper.clauxel.com/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "genaispanmapper-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://genaispanmapper.clauxel.com/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

com.clauxel.genaispanmapper/genaispanmapper-mcp