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[ARTICLE · art-46962] src=vercel.com ↗ pub= topic=ai-agents verified=true sentiment=↑ positive

Agent Runs now available in the Vercel MCP and CLI

Vercel launched Agent Runs observability in its MCP and CLI for eve, the open-source agent framework, enabling developers to inspect traces including reasoning, tool calls, and token usage. The new tools allow finding projects with runs, listing recent runs, and retrieving full traces, with CLI support for machine-readable output and markdown rendering for coding agents.

read1 min views1 publishedJul 3, 2026

Your agent can now inspect Agent Runs via the Vercel MCP and CLI for eve, the open-source agent framework. eve traces are automatically ingested when deployed to Vercel and available as Agent Runs. The new Vercel MCP tools and Vercel CLI commands let you find projects with runs, list recent runs, and retrieve full traces, including reasoning, tool calls, and token usage.

Vercel MCP tools:

list_agent_run_projects

: Find projects in a team with Agent Runs activity.

list_agent_runs

: List recent runs for a project.

get_agent_run

: Inspect metadata, lifecycle events, usage, and subagent data.

get_agent_run_trace

: Retrieve trace data for a run, including turns, messages, reasoning, tool calls, token usage, and tool input/output.

Vercel CLI commands:

vercel agent-runs projects

vercel agent-runs list

`vercel agent-runs inspect <runId>`

`vercel agent-runs trace <runId>`

Every CLI subcommand supports `--json`

for machine-readable output, and traces render as markdown when piped, so coding agents without MCP access can call the CLI directly to debug their own runs.

Ask your coding agent questions like "Show me the latest production Agent Runs for my project" or "Update skills based on recent runs".

Get started by installing the Vercel MCP:

Or upgrade to the latest version of the Vercel CLI:

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