usefulapi

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

Claude

Open Settings → Connectors → Add custom connector
Paste this URL:
https://fireworks.usefulapi.io/mcp
Authenticate with Fireworks AI when prompted

Cursor · VS Code · Windsurf · Cline

Add to your MCP config, then reload & authorize:

{
  "mcpServers": {
    "fireworks": {
      "url": "https://fireworks.usefulapi.io/mcp"
    }
  }
}

live16 toolsFree 100 tool calls / monthPro $9/mo · $90/yr

Tools 16

Tool	Type	What it does
`fireworks_get_account`	read	Get account Get the Fireworks account record (display name, state, etc.). Control-plane: GET /v1/accounts/{account_id}.
`fireworks_list_models`	read	List models List models in the account (base + fine-tuned). Control-plane: GET /v1/accounts/{account_id}/models.
`fireworks_get_model`	read	Get model Get a single model by id. Control-plane: GET /v1/accounts/{account_id}/models/{model_id}.
`fireworks_list_deployments`	read	List deployments List deployments (serving instances) in the account. Control-plane: GET /v1/accounts/{account_id}/deployments.
`fireworks_get_deployment`	read	Get deployment Get a single deployment by id. Control-plane: GET /v1/accounts/{account_id}/deployments/{deployment_id}.
`fireworks_list_deployed_models`	read	List deployed models List deployed models (model↔deployment bindings). Control-plane: GET /v1/accounts/{account_id}/deployedModels.
`fireworks_list_datasets`	read	List datasets List datasets in the account. Control-plane: GET /v1/accounts/{account_id}/datasets.
`fireworks_get_dataset`	read	Get dataset Get a single dataset by id. Control-plane: GET /v1/accounts/{account_id}/datasets/{dataset_id}.
`fireworks_list_fine_tuning_jobs`	read	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`	read	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`	read	List batch inference jobs List batch inference jobs in the account. Control-plane: GET /v1/accounts/{account_id}/batchInferenceJobs.
`fireworks_list_users`	read	List users List account members (users). Control-plane: GET /v1/accounts/{account_id}/users.
`fireworks_create_dataset`	write	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`	write	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}.
`fireworks_usage_status`	meta	Usage status (free-tier meter) Report the caller's current free-tier usage this month: calls used, monthly limit, remaining, and whether the cap is reached. Read-only; does not count against the meter.
`fireworks_upgrade`	meta	Upgrade to Pro (unlimited) Subscribe to the Pro plan for UNLIMITED Fireworks tool calls (the free tier caps monthly usage). Choose monthly ($9/month) or yearly ($90/year — 2 months free) billing. Returns a Stripe Checkout link to open in your browser; after payment your account upgrades automatically. Read-only; does not count against the meter.

Pricing

Plan	Price	Limit
Free	$0	100 tool calls / month
Pro	$9/mo · $90/yr	Unlimited

This is a Model Context Protocol endpoint — meant to be connected from an AI client, not opened in a browser. An invalid_token response at the URL is the auth gate working as designed; clients authenticate automatically.