com.clauxel.genaispanmapper/genaispanmapper-mcp

Official

by clauxel

Remote MCP for GenAI span mapping, provider normalization, dashboard schemas, and receipts.

Maps GenAI spans, normalizes providers, generates dashboard schemas, and produces receipts.

Topics

mcpai-toolsdocumentationgenaispanmappermcp-server

README.md2 KBView on GitHub

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

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.

Install

claude_desktop_config.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.