generated: '2026-07-28' method: probed source: https://pydantic.dev/.well-known/agent-card.json description: 'A2A Agent Card observed at /.well-known/agent-card.json on pydantic.dev. Grade is measured against the A2A 1.0.0 AgentCard object: ''conformant'' passes every structural check, ''near-conformant'' is correctly shaped but omits optional fields, ''flavored'' fails a hard check and is an agent card in spirit rather than in schema. Provider-published by construction — served from the provider''s own host; nothing here is derived or generated.' discovery: path: /.well-known/agent-card.json canonical: true host: pydantic.dev conformance: spec: A2A 1.0.0 grade: conformant protocol_version: 0.3.0 preferred_transport: MCP deviations: [] card: name: Pydantic description: 'Pydantic is the end-to-end AI engineering stack for Python: data validation, type-safe agents, LLM proxy, and observability. This A2A card represents the Pydantic Logfire MCP server, the primary agent-callable surface for the Pydantic platform.' url: https://logfire.pydantic.dev/mcp version: 1.0.0 documentation_url: https://pydantic.dev/docs/logfire/guides/mcp-server/ skills: 6 file: pydantic-ai-agent-card.json x-evidence: fetched: '2026-07-28' url: https://pydantic.dev/.well-known/agent-card.json http_status: 200 content_type: application/json note: Verbatim body saved alongside this manifest. No field inferred.