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Run fal.ai models, poll the inference queue and read model schemas.

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Status
Unhealthy
Uptime
0.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP
URL
Repository
m190/usefulapi-mcp
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

A3.9/5.0

Scored across 7 tools

Disambiguation4/5

Most tools target distinct operations in the queue lifecycle (submit, status, result, cancel, list, schema). The main overlap is falai_run_model, which bundles submit+poll+result, potentially competing with the submit_request/status/result trio, but its description clearly delineates it as a convenience wrapper so agents can tell it apart.

Naming Consistency5/5

All seven tools follow a uniform falai_ prefix with consistent snake_case verb_noun naming (cancel_request, get_model_schema, get_request_result, get_request_status, list_models, run_model, submit_request). No mixed conventions or ambiguous verbs.

Tool Count5/5

Seven tools is well-scoped for a queue-based inference API, covering discovery, submission, polling, retrieval, cancellation, and a convenience wrapper without redundancy or bloat.

Completeness4/5

The full async queue lifecycle (submit, status, result, cancel) plus model discovery and schema inspection is covered, and run_model offers a synchronous path. Minor gaps remain, such as model metadata retrieval beyond the schema or any file/asset handling, but core workflows are complete.

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