Genaispanmapper Mcp
Map and normalize GenAI OpenTelemetry spans and dashboard schemas so production LLM traffic is observable from your agent.
Overview
GenAI Span Mapper MCP is a MCP server for the Operate phase that maps GenAI spans, normalizes LLM providers, and returns dashboard schemas and receipts for observability.
What is this MCP server?
- GenAI span mapping with OpenTelemetry-oriented publisher tags
- Provider normalization for multi-vendor LLM observability pipelines
- Dashboard schema helpers and operational receipts from remote tools
- Hosted streamable-http MCP with Bearer auth
- GitHub source: clauxel/genai-span-mapper-mcp
- Registry version 1.0.0
- Endpoint: https://genaispanmapper.clauxel.com/mcp
- Publisher tags include opentelemetry and llm-observability
What problem does it solve?
Production LLM traces look different per provider, so your dashboards and alerts never line up when you ship multi-model agents.
Who is it for?
Indie builders operating agent or API products who already use OTel and want GenAI-specific normalization via MCP.
Skip if: Pre-launch prototypes with no tracing, or teams wanting a full hosted APM UI instead of mapper tooling.
What do I get? / Deliverables
After install, your agent can produce normalized span mappings and schema-ready outputs you can feed into OpenTelemetry dashboards.
- Normalized GenAI span mapping outputs
- Dashboard-oriented schema artifacts
- Receipts from mapping operations for audit or CI
Recommended MCP Servers
Journey fit
How it compares
MCP integration for telemetry normalization, not an agent skill that installs Datadog for you.
Common Questions / FAQ
Who is GenAI Span Mapper MCP for?
It is for developers running LLM workloads in production who need consistent GenAI span semantics across providers.
When should I use GenAI Span Mapper MCP?
Use it during operate/monitoring when you ingest traces, build LLM dashboards, or debug cross-provider agent failures.
How do I add GenAI Span Mapper MCP to my agent?
Add https://genaispanmapper.clauxel.com/mcp as a remote streamable-http MCP server and configure the Bearer token from the product website in Authorization.