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List Deployments

list_deployments
Read-onlyIdempotent

List your Replicate model deployments (dedicated, auto-scaled endpoints), paginated via cursor; returns owner, name, current model version, and scaling config.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cursorNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint and destructiveHint=false, so the safety profile is covered. The description adds behavior beyond that: cursor-based pagination and the shape of the returned records (owner, name, current model version, scaling config). Return-field disclosure is valuable since there is no output schema.

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

Conciseness4/5

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

A single, front-loaded sentence that packs purpose, endpoint type, pagination method, and return fields without filler. Efficient, though the parenthetical and clause chain make it slightly dense.

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?

For a list tool with no output schema, the description names the returned fields and the pagination mechanism, and annotations cover the read-only/idempotent profile. Only missing piece is guidance on pagination continuation and scope (e.g., whether results are account-scoped).

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?

There is one parameter (cursor) with 0% schema description coverage, but the description compensates by explicitly stating 'paginated via cursor', which conveys the parameter's role. It does not explain cursor format or how to obtain the next cursor, so it is adequate but not rich.

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

Purpose4/5

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

Specific verb 'List' plus resource 'deployments', with a parenthetical clarifying these are Replicate model deployments (dedicated, auto-scaled endpoints). This clearly separates it from a generic list. It does not explicitly contrast with the singular sibling 'deployment', so it falls just short of the top band.

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

Usage Guidelines2/5

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

The description states what the tool does but gives no explicit when-to-use guidance, prerequisites, or alternatives. With siblings like 'deployment' (singular) and 'create_deployment_prediction' present, an agent gets no signal about which to choose in a given situation.

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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