Vercel exposes Agent Runs in MCP and CLI for agent trace inspection

TL;DR

Vercel added Agent Runs access through its MCP server and CLI, letting teams list projects with agent activity, inspect runs, and retrieve traces including reasoning, tool calls, token usage, and subagent data.

Primary keyword

Vercel Agent Runs

Category

AI Developer Tools

Audience

AI app teams, coding-agent builders, platform engineers

Window

24-72h sprint

Execution

Research first

Score

8 / Priority

Source date

Jul 3, 2026

Source

Open original

Why now

The official changelog was published on July 3, 2026 inside the monitoring window. Agent observability is becoming a procurement and debugging requirement as teams move agents from local demos into production workflows.

Angles: How to inspect Vercel Agent Runs from CLI, AI agent trace fields explained, MCP vs CLI workflow for production agent debugging, Agent observability checklist for Vercel teams

72-hour action plan

1. 1Validate the source and update timing around "Vercel Agent Runs".
2. 2Publish one focused page that answers the first implementation or buying question.
3. 3Add a lead magnet, checklist, or template that turns intent into an email capture.