AI agents ¶

Making sense of observability data can be cumbersome. AI coding agents can be effective at assisting you, provided some configuration.

Install the agent-facing components in a project where Blackfire already runs: the MCP server, the skills, or both.

Requirements ¶

The MCP server and skills cover different needs, and work together:

the MCP server provides the tools: what CLI commands are available? What are their signatures and purpose?
the skills provide the method: which command answers which question.

Blackfire AI support is in beta. Current support covers deterministic profiling.

The scope of the MCP server, skills, and the CLI grows with each iteration.