For AI agents: a documentation index is available at https://docs.plungeai.com/llms.txt. Append .md to any page URL, or send Accept: text/markdown, to get markdown. Setup instructions for agents are at https://docs.plungeai.com/agents.md. Execution planes take an ozk_ key; the models plane takes an sk-ocean- key.

Documentation Index: fetch the complete documentation index at /llms.txt. Use this file to discover all available pages before exploring further.

Connect claude.ai web or Claude Desktop to PlungeAI (Ocean Studio) — Desktop live tools via the mcp-remote bridge in claude_desktop_config.json (OAuth isn't available yet, hence the bridge), claude.ai web via skill.zip upload, and a plungeai_whoami + plungeai_list_agents verify for Desktop. Use when the user is on claude.ai or Claude Desktop and says connect / install / set up PlungeAI, mentions claude_desktop_config.json, Customize → Skills, or a PlungeAI tool call there is failing. For the Claude Code CLI use plungeai-in-claude-code; for an unlisted but MCP-capable client use plungeai-mcp-setup's generic client config.

Download zip (opens in a new tab) · View raw SKILL.md (opens in a new tab)

Two different surfaces, two different capabilities:

SurfaceWhat it gets
Claude Desktoplive plungeai_* MCP tools, via a bridge (below)
claude.ai (web)a PlungeAI skill upload — Claude produces paste-ready CNL workflows for Ocean Studio, not live tool calls (claude.ai has no custom-connector bearer-header field yet)

Prerequisites

Connect (once) — Claude Desktop

Why a bridge: Settings → Connectors → Add custom connector authenticates through OAuth only (no bearer-header field), and PlungeAI OAuth hasn't shipped. Until it does, Desktop connects through the mcp-remote stdio bridge.

Settings → Developer → Edit Config opens the file — macOS ~/Library/Application Support/Claude/claude_desktop_config.json, Windows %APPDATA%\Claude\claude_desktop_config.json. Merge:

{
  "mcpServers": {
    "plungeai": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://mcp.plungeai.com/v1",
               "--header", "Authorization: Bearer ozk_YOUR_KEY"]
    }
  }
}

Quit Claude Desktop completely and relaunch — the config is only read at start.

Connect (once) — claude.ai web (skill only)

Needs code execution enabled first: Settings → Capabilities → turn on Code execution and file creation (a prerequisite for any custom skill upload, not PlungeAI-specific). Then Customize → Skills → + → Upload a skill — upload https://mcp.plungeai.com/skill.zip (opens in a new tab). This teaches Claude PlungeAI conventions; it does not give claude.ai a live MCP connection.

Verify (Claude Desktop)

  1. Ask Claude: "use plungeai_whoami to confirm my identity" → an identity card (user id, auth tier, key label, rate window, server).
  2. "use plungeai_list_agents to search 'web search'" → live results from the active agent catalog.

claude.ai web has no live tool call to verify — a successfully uploaded skill is the only signal; ask Claude to draft a PlungeAI CNL workflow to confirm it loaded.

Quirks

  • Windows: Desktop does not escape spaces inside args — if the bridge 401s only on Windows, replace the header arg with "--header", "Authorization:${AUTH_HEADER}" plus "env": { "AUTH_HEADER": "Bearer ozk_YOUR_KEY" } in the same entry.
  • Logs: ~/Library/Logs/Claude/mcp*.log (macOS) · %APPDATA%\Claude\logs (Windows) — check these before re-editing the config.
  • The bridge is an npx process — a cold start can take a few seconds; if tools "never appear," wait, then check the logs above.
  • Long CNL workflow runs: prefer mode: "async" + plungeai_get_workflow_status polling — Desktop caps a single synchronous tool call.
  • Money-verb operations (payments, sends) still stop: a gated call pauses with a structured needs_approval outcome — relay it to the user, then plungeai_continue; never retry blind.
  • 401 through the bridge but the key looks right → whitespace or a missing ozk_ prefix; re-paste it into the config.

Where next

  • The Claude Code CLI instead of Desktop/web: plungeai-in-claude-code.
  • Operating the plungeai_* tools once connected: plungeai-mcp-setup.
  • Writing code that calls https://api.plungeai.com directly: plungeai-api-setup.
  • Picking MCP vs the One API for a given job: choose-your-plungeai-door.
  • An unlisted but MCP-capable client, or the shared connect concepts (native remote vs. stdio bridge, key hygiene): plungeai-mcp-setup.
  • Full guide: https://mcp.plungeai.com/docs#3-connecting-clients (opens in a new tab)

Planned: TI-33

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Planned: TI-34

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