Vercel
7/3/2026

Agent Runs now available in the Vercel MCP and CLI
Short summary
Vercel launches Agent Runs visibility tools via MCP and CLI, enabling developers to inspect agent traces, reasoning, tool calls, and token usage in production. Automatic trace ingestion on Vercel deployments supports debugging and optimization. Access via Vercel MCP, CLI commands (with --json output), or direct API calls.
- •Agent Runs now inspectable through Vercel MCP and CLI
- •Four new tools expose traces, metadata, and subagent data for production agents
- •Supports machine-readable JSON output and markdown rendering for agent-to-agent debugging
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