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.
Output schema: outcome envelopeCreates an execution: yes
POSThttps://mcp.plungeai.com/v1tools/callplungeai_execute_tool

Authorizations

Authorizationstringheader
Bearer token: Authorization: Bearer ozk_….
X-API-Keystringheader
Alternative header: X-API-Key: ozk_….

Every request needs a key, tools/list included.

Arguments

user_requeststring
The user's original request, verbatim and in their own words, before you translated it into this call. Always include it — the platform uses it for request context, routing and support diagnostics.

Maximum string length: 4000

agent_idstringrequired

Maximum string length: 256

operationstring

Default: the card's default operation

Maximum string length: 128

paramsobject

Default: {}

promptstring

Maximum string length: 65536

modeenum<string>

Available options: sync, async

Default: sync

formatenum<string>
markdown (default): rendered for an AI reader · json: the same outcome as a JSON document in text plus structuredContent

Available options: markdown, json

Default: markdown

Output

statusenum<string>required

Available options: ok, needs_input, needs_connection, needs_api_key, needs_approval, unavailable, error

summarystringrequired
agent_idstring
operationstring
resultstring
execution_idstring
missingstring[]
warningsstring[]
remediationobject
contractobject

Execute one structured tool-agent directly with typed params: {agent_id, operation?, params}. Runs through the engine with full observability; use mode:"async" for long runs. Always answers with a structured outcome (never a raw error): ok → result; needs_input → missing fields + the schema; needs_connection/needs_api_key → tell the user exactly what to connect in our apps, then retry; needs_approval → relay the ⏸ block and use plungeai_continue after the user decides; unavailable → real alternatives. Follow the remediation — do not retry the identical call blind.

Execute one structured tool-agent directly with typed params: {agent_id, operation?, params}. Runs through the engine with full observability; use mode:"async" for long runs. Always answers with a structured outcome, never a raw error: ok → the result; needs_input → the missing fields and the schema; needs_connection / needs_api_key → tell the user exactly what to connect in our apps, then retry; needs_approval → relay the ⏸ block and use plungeai_continue after the user decides; unavailable → real alternatives. Follow the remediation; do not retry the identical call blind.

Returns. Checks run in this order, and every refusal happens before a run exists: the active-only card check (unavailable), contract validation (needs_input with missing and the contract), the credential pre-flight (needs_connection / needs_api_key). Then the engine runs the task: ok with the result, any warnings, and the execution-id footer; needs_approval when an outward, irreversible operation (send, pay, transfer, buy, withdraw) is stopped by the trust fence, with nothing run, no remediation actions and no paused session: despite the description's plungeai_continue hint, plungeai_continue cannot resume it, and it runs only from Ocean Studio (6.6 (opens in a new tab)); needs_approval / needs_input when the agent pauses (⏸ AWAITING USER APPROVAL / ⏸ AWAITING USER), which plungeai_continue does resume; a classified outcome on failure.

Runs a tool agent and creates an execution (not verified here):

curl -s https://mcp.plungeai.com/v1 \
  -H "Authorization: Bearer $PLUNGE_API_KEY" \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"plungeai_execute_tool","arguments":{"user_request":"current weather in Sun Valley, Idaho","agent_id":"weather-agent","operation":"current","params":{"location":"Sun Valley, Idaho"}}}}'

Two parameters recur across the tools: user_request (on every tool: a string of up to 4,000 characters, optional; clients should always send it) and format (markdown by default, or json). Both are described once in Recurring parameters on the MCP overview.

Planned: TI-33

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Planned: TI-34

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