Fireworks AI MCP by usefulapi

io.usefulapi/fireworks

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

Yes, your AI can use this right now.Answered a live MCP handshake in 174 ms with no sign-in needed and exposes 14 tools.

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

14 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
fireworks_get_accountread-only

Get the Fireworks account record (display name, state, etc.). Control-plane: GET /v1/accounts/{account_id}.

fireworks_list_modelsread-only

List models in the account (base + fine-tuned). Control-plane: GET /v1/accounts/{account_id}/models.

fireworks_get_modelread-only

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

fireworks_list_deploymentsread-only

List deployments (serving instances) in the account. Control-plane: GET /v1/accounts/{account_id}/deployments.

fireworks_get_deploymentread-only

Get a single deployment by id. Control-plane: GET /v1/accounts/{account_id}/deployments/{deployment_id}.

fireworks_list_deployed_modelsread-only

List deployed models (model↔deployment bindings). Control-plane: GET /v1/accounts/{account_id}/deployedModels.

fireworks_list_datasetsread-only

List datasets in the account. Control-plane: GET /v1/accounts/{account_id}/datasets.

fireworks_get_datasetread-only

Get a single dataset by id. Control-plane: GET /v1/accounts/{account_id}/datasets/{dataset_id}.

fireworks_list_fine_tuning_jobsread-only

List supervised fine-tuning jobs in the account. Control-plane: GET /v1/accounts/{account_id}/supervisedFineTuningJobs.

fireworks_get_fine_tuning_jobread-only

Get a single supervised fine-tuning job by id. Control-plane: GET /v1/accounts/{account_id}/supervisedFineTuningJobs/{job_id}.

fireworks_list_batch_inference_jobsread-only

List batch inference jobs in the account. Control-plane: GET /v1/accounts/{account_id}/batchInferenceJobs.

fireworks_list_usersread-only

List account members (users). Control-plane: GET /v1/accounts/{account_id}/users.

fireworks_create_datasetcan modify

Creates a dataset metadata record in Fireworks (additive; actual data is uploaded separately). Control-plane: POST /v1/accounts/{account_id}/datasets.

fireworks_delete_deploymentcan modify

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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