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Fireworks AI MCP by usefulapi

io.usefulapi/fireworks · v1.11.1

Inspect Fireworks AI models, deployments, datasets and fine-tuning jobs.

MCPremoteno credentialsScience & open data

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Last check

Reachable, 14 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 88/100

What it does: 14 tools · 12 read, 2 write (incl. delete/pay)

Test call fireworks_get_account: needs a key: HTTP 401 (931 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://fireworks.usefulapi.io/mcp

Tools

14 tools listed at last check
  • fireworks_get_account Get the Fireworks account record (display name, state, etc.). Control-plane: GET /v1/accounts/{account_id}.
  • fireworks_list_models List models in the account (base + fine-tuned). Control-plane: GET /v1/accounts/{account_id}/models.
  • fireworks_get_model Get a single model by id. Control-plane: GET /v1/accounts/{account_id}/models/{model_id}.
  • fireworks_list_deployments List deployments (serving instances) in the account. Control-plane: GET /v1/accounts/{account_id}/deployments.
  • fireworks_get_deployment Get a single deployment by id. Control-plane: GET /v1/accounts/{account_id}/deployments/{deployment_id}.
  • fireworks_list_deployed_models List deployed models (model↔deployment bindings). Control-plane: GET /v1/accounts/{account_id}/deployedModels.
  • fireworks_list_datasets List datasets in the account. Control-plane: GET /v1/accounts/{account_id}/datasets.
  • fireworks_get_dataset Get a single dataset by id. Control-plane: GET /v1/accounts/{account_id}/datasets/{dataset_id}.
  • fireworks_list_fine_tuning_jobs List supervised fine-tuning jobs in the account. Control-plane: GET /v1/accounts/{account_id}/supervisedFineTuningJobs.
  • fireworks_get_fine_tuning_job Get a single supervised fine-tuning job by id. Control-plane: GET /v1/accounts/{account_id}/supervisedFineTuningJobs/{job_id}.
  • fireworks_list_batch_inference_jobs List batch inference jobs in the account. Control-plane: GET /v1/accounts/{account_id}/batchInferenceJobs.
  • fireworks_list_users List account members (users). Control-plane: GET /v1/accounts/{account_id}/users.
  • fireworks_create_dataset Creates a dataset metadata record in Fireworks (additive; actual data is uploaded separately). Control-plane: POST /v1/accounts/{account_id}/datasets.
  • fireworks_delete_deployment DELETES (shuts down) a Fireworks deployment — stops serving that model and stops its billing. Destructive. Control-plane: DELETE /v1/accounts/{account_id}/deployments/{deployment_id}.

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