{
	"protocolVersion": "0.3.0",
	"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",
	"preferredTransport": "MCP",
	"additionalInterfaces": [
		{
			"transport": "MCP",
			"url": "https://logfire.pydantic.dev/mcp"
		},
		{
			"transport": "MCP",
			"url": "https://logfire-eu.pydantic.dev/mcp"
		}
	],
	"version": "1.0.0",
	"documentationUrl": "https://pydantic.dev/docs/logfire/guides/mcp-server/",
	"iconUrl": "https://pydantic.dev/favicon/apple-touch-icon.png",
	"provider": {
		"organization": "Pydantic",
		"url": "https://pydantic.dev"
	},
	"capabilities": {
		"streaming": true,
		"pushNotifications": false,
		"stateTransitionHistory": false,
		"extensions": []
	},
	"securitySchemes": {
		"oauth2": {
			"type": "oauth2",
			"description": "OAuth2 — log in with a Logfire account.",
			"flows": {
				"authorizationCode": {
					"authorizationUrl": "https://logfire.pydantic.dev/oauth/authorize",
					"tokenUrl": "https://logfire.pydantic.dev/oauth/token",
					"scopes": {
						"read": "Read project data and telemetry",
						"write": "Manage dashboards, alerts, issues, and feature-flag variables"
					}
				}
			}
		}
	},
	"security": [
		{ "oauth2": ["read"] }
	],
	"defaultInputModes": ["application/json", "text/plain"],
	"defaultOutputModes": ["application/json", "text/plain"],
	"skills": [
		{
			"id": "query-telemetry",
			"name": "Query telemetry data",
			"description": "Run SQL SELECT queries against a Logfire project's traces, logs, metrics, and exceptions for investigation and exploration.",
			"tags": ["observability", "telemetry", "sql", "logfire"],
			"examples": [
				"Find the 10 slowest LLM calls in the last hour",
				"Show me all exceptions in the checkout service today",
				"What is the p95 latency for the agent loop this week?"
			]
		},
		{
			"id": "manage-dashboards",
			"name": "Manage dashboards",
			"description": "Create, read, update, and delete Logfire dashboards and their panels, variables, and layout groups using Perses-compatible JSON.",
			"tags": ["observability", "dashboards", "logfire"]
		},
		{
			"id": "manage-alerts",
			"name": "Manage alerts",
			"description": "Configure SQL-based alerts that periodically run and notify channels when results match. Inspect alert history and current firing state.",
			"tags": ["alerts", "monitoring", "logfire"]
		},
		{
			"id": "manage-feature-flags",
			"name": "Manage feature flags",
			"description": "Create and update managed variables (feature flags), version snapshots, rollouts, targeting overrides, and labels.",
			"tags": ["feature-flags", "rollouts", "logfire"]
		},
		{
			"id": "manage-notification-channels",
			"name": "Manage notification channels",
			"description": "Create and update Slack, Discord, Opsgenie, and webhook notification channels for alerts.",
			"tags": ["notifications", "logfire"]
		},
		{
			"id": "exec-python-sandbox",
			"name": "Execute Python in a sandbox",
			"description": "Run Python code in a secure sandbox with access to Logfire platform helper functions for advanced analysis.",
			"tags": ["python", "sandbox", "logfire"]
		}
	]
}