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Glama

Fireworks AI MCP by usefulapi

Get model

fireworks_get_model
Read-only

Get a single model by id. Control-plane: GET /v1/accounts/{account_id}/models/{model_id}.

Input Schema

NameRequiredDescriptionDefault
model_idYesModel id (the resource segment, e.g. 'llama-v3p1-8b-instruct').
account_idNoFireworks account id. Overrides FIREWORKS_ACCOUNT_ID for this call.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds the underlying route (GET /v1/accounts/{account_id}/models/{model_id}), which hints at scoping and auth context, but says nothing about return shape or error behavior.

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?

Two short sentences, front-loaded with the action and followed by the endpoint path. Nothing is wasted, though the endpoint string is somewhat redundant for an agent that does not need the raw route.

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 simple read-only getter with a fully described two-parameter schema and an annotation covering safety, the description supplies everything needed to call it correctly. Only marginal gaps remain, such as what the response contains.

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 description coverage is 100%, so both model_id and account_id are already documented in the schema, including the account_id override semantics. The description adds no parameter meaning beyond that, making the baseline 3 appropriate.

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?

The description states a specific verb and resource ('Get a single model by id'), and the word 'single' cleanly separates it from the sibling fireworks_list_models. It does not name that sibling explicitly, so it stops short of a 5.

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?

Usage is only implied by the name and the 'by id' phrasing; there is no explicit statement of when to use this versus list_models or list_deployed_models. The 'control-plane' note gives context about the API surface but not selection guidance.

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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