# Pydantic

> 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.

- **Domain**: `pydantic.dev`
- **Provider**: Pydantic (https://pydantic.dev)
- **A2A protocol version**: 0.3.0
- **Kind**: a2a_agent
- **Live-responds (last probe)**: None
- **Signed card**: False
- **Streaming**: True
- **Quality score**: 90%

## Skills
- **Query telemetry data** — Run SQL SELECT queries against a Logfire project's traces, logs, metrics, and exceptions for investigation and exploration.
- **Manage dashboards** — Create, read, update, and delete Logfire dashboards and their panels, variables, and layout groups using Perses-compatible JSON.
- **Manage alerts** — Configure SQL-based alerts that periodically run and notify channels when results match. Inspect alert history and current firing state.
- **Manage feature flags** — Create and update managed variables (feature flags), version snapshots, rollouts, targeting overrides, and labels.
- **Manage notification channels** — Create and update Slack, Discord, Opsgenie, and webhook notification channels for alerts.
- **Execute Python in a sandbox** — Run Python code in a secure sandbox with access to Logfire platform helper functions for advanced analysis.

## URLs
- Agent card: https://pydantic.dev/.well-known/agent-card.json
- Page (HTML): https://agenstry.com/agents/pydantic.dev
- Documentation: https://pydantic.dev/docs/logfire/guides/mcp-server/