Fireworks MCP Server

by usefulapi Your server? Claim it

answering

Fireworks is answering right now. Last checked 9 min ago. It exposes 14 tools. Last commit 1 Sep 2026.

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

Uptime history 47 days of history · worst day 22%

47 days agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

169 ms

Response time

average over 24h

Stars

last commit 1 Sep 2026

Nothing serious here today

Today is the operative word: we check Fireworks every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 9 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add fireworks --transport http https://fireworks.usefulapi.io/mcp

~/Library/Application Support/Claude/claude_desktop_config.json

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

~/.codex/config.toml

[mcp_servers.fireworks]
url = "https://fireworks.usefulapi.io/mcp"

.cursor/mcp.json

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

.vscode/mcp.json

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

Available tools 14

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

fireworks

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}.

fireworks_get_account

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

fireworks_get_dataset

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

fireworks_get_deployment

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

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_get_model

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

fireworks_list_batch_inference_jobs

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

fireworks_list_datasets

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

fireworks_list_deployed_models

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

fireworks_list_deployments

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

fireworks_list_fine_tuning_jobs

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

fireworks_list_models

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

fireworks_list_users

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

Endpoints

URL	Transport	State	Latency	Checked
https://fireworks.usefulapi.io/mcp	streamable-http	answering	206 ms	9 min ago

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answering

Fireworks — questions

Answers built from our own checks of this server.

What can Fireworks do?

It exposes 14 tools, read directly from the server on our last check. Among them: fireworks_create_dataset, fireworks_delete_deployment, fireworks_get_account, fireworks_get_dataset, fireworks_get_deployment, fireworks_get_fine_tuning_job and 8 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Fireworks working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 169 ms. The bar chart above shows every period we have measured.

How do I connect Fireworks?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Fireworks need an API key?

No. Fireworks completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 14 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Fireworks?

It answers our handshake in 169 ms on average, which is faster than 73% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is Fireworks open source?

Yes — it is published under the MIT licence, written in JavaScript and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.