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speakai

Speak AI MCP Server

Official
by speakai

Run Automations

run_automations

Run selected automations on specified media items immediately, bypassing normal triggers.

Instructions

Manually run one or more automations against one or more media items now (outside the normal trigger).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
mediaIdsYesMedia ids to run the automations against
automationIdsYesAutomation ids to run

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataNoResponse payload from the Speak AI API
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations indicate write operation with potential side effects, but description adds no behavioral details (e.g., async, side effects on media). Minimal beyond annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single front-loaded sentence with no wasted words. Highly concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Output schema exists, so return values covered. Could mention async behavior, but overall sufficient for a simple manual trigger.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, description adds no extra meaning beyond schema. Baseline 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states the action (run automations), target (media items), and timing (now, outside normal trigger). Distinguishes from automated triggers.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Implied usage for manual override, but no explicit when-to-use or when-not-to-use compared to sibling tools like toggle_automation_status.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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