n8n FleetLabs
stevysmith.app.n8n.cloud23 live

Agent API — query and watch the fleet from any agent

How to point an agent at this instance over MCP, the tools it can call, and what a session looks like in practice.

Quickstart

the endpoint this app is reading right now
1
Point any MCP client at your instance
Claude Code, Cursor, ChatGPT — or your own agent. n8n serves MCP over streamable HTTP at /mcp-server/http; the block below is the same URL and auth header Fleet uses in lib/fleet/mcp-source.ts, not an illustration.
// mcp.json — the endpoint this app reads
{
  "mcpServers": {
    "n8n": {
      "type": "http",
      "url": "https://stevysmith.app.n8n.cloud/mcp-server/http",
      "headers": { "Authorization": "Bearer ${N8N_MCP_TOKEN}" }
    }
  }
}
2
Mint a token, and flip the per-workflow toggle
The token comes from Settings → n8n MCP Server → API key and is sent as a bearer header. Two limits shape everything above: each workflow has its own Available in MCP toggle, and a workflow without it is omitted from search_executions silently rather than erroring — so a fleet-wide figure computed over a partly-visible estate is quietly wrong unless you subtract those rows. Right now 23 of 23 automations carry the toggle Live. The server also rate-limits to 100 requests per IP per 5 minutes, which is why Fleet syncs on a call budget instead of one request per workflow.
3
Ask
Click a prompt to copy it into your client. These name real workflows on stevysmith.app.n8n.cloud, so they resolve against tools the instance actually serves:

Tools this instance serves

4called by Fleet · hover for what each can’t answerLive
search_workflowsread
get_workflow_detailsread
search_executionsread
list_credentialsread
n8n’s MCP server exposes more than these — project, folder and workflow-authoring tools among them. The four above are the ones Fleet’s read layer calls. Credentials are the notable gap: list_credentialsreturns an inventory with no join key to workflows, so “which automations share a credential” is not answerable over MCP and is not approximated anywhere in this app.

Proposed fleet.* namespace

13 tools · hover for descriptionsSeeded
fleet.statusread
fleet.needs_attentionread
fleet.whats_failingread
fleet.blast_radiusread
fleet.irreversible_actionsread
fleet.orphanedread
fleet.who_ownsread
fleet.explainread
fleet.pending_approvalsread
fleet.valueread
fleet.autonomyread
fleet.set_autonomywrite
fleet.request_changewrite
Nothing serves these today — they are the design, not a running surface. They would register on n8n’s existing MCP server behind one new fleet:read scope, so an agent gets governance answers from the same endpoint and the same OAuth attribution as the tools above, with no new infrastructure. Every one of them answers a question the four live tools can only answer after Fleet has joined, classified and stored the result.

In practice

one exchange against stevysmith.app.n8n.cloud
Claude Code · connected to stevysmith.app.n8n.cloud
which workflows take an action that cannot be undone, and is there an approval step?
search_workflows({ limit: 200 })
23 workflows · 23 available in MCP
get_workflow_details({ workflowId: "access_prov" })
get_workflow_details({ workflowId: "churn_scorer" })
get_workflow_details({ workflowId: "content_agent" })
get_workflow_details({ workflowId: "contract_agent" })
· Content Repurpose Agent2 irreversible actions · no approval step found · owner Lena Brandt
· Fraud Watch Agent1 irreversible action · approval step present · owner Dana Okafor
· Offboarding / Deprovision1 irreversible action · approval step present · owner Raj Menon
· Refund Agent1 irreversible action · no approval step found · owner Mark Reuben
· SEO/AEO Growth Loop (Slack -> Claude Code routine relay)4 irreversible actions · no approval step found · owner unassigned
5 of the 23 workflows I could read take an action I classify as irreversible. For 1 of them I found no approval step in the graph — n8n records no gate flag, so that is unverified, not proven absent. 1 has nobody accountable, which n8n cannot tell you at all — that lives in Fleet. Whether they run ungated is a policy call. Set it in Autonomy.
Both transcripts are rendered from the estate at request time Derived — the workflow names, ids, counts and gate states above are the ones Fleet holds, not sample output. The scheduled-run framing is the only invented part Seeded: no agent is subscribed to this instance on a schedule.