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Connect an agent

Open in Claude

DataFocal is an MCP server. Once it’s connected, your agent can ask what changed and why, and gets findings with the evidence attached.

The commands below use a local install’s address. A Team workspace gives you its own address to use instead.

Claude Code

claude mcp add --transport http datafocal http://localhost:8080/mcp

Codex

codex mcp add datafocal --url http://localhost:8080/mcp

Any MCP client

{ "datafocal": { "url": "http://localhost:8080/mcp" } }

What to ask

  • “Where does our agent spend go?”
  • “Why did that run fail?”
  • “What changed since the deploy?”
  • “Show me the raw events behind that number.”

Queries from agents are unlimited, like everyone else’s.