Fireworks AI MCP by usefulapi MCP Server

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answering

Fireworks AI MCP by usefulapi is answering right now. Last checked 15 min ago. It exposes 14 tools. Last commit 6 Nov 2026.

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

Uptime history 91 days of history · worst day 29%

91 days agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

237 ms

Response time

average over 24h

Stars

last commit 6 Nov 2026

What changed 56

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 30 September 2026. No other catalogue keeps this.

7 Nov a tool changed version3 times that day

6 Nov a tool changed version3 times that day

5 Nov a tool changed version2 times that day

3 Nov a tool changed version3 times that day

2 Nov a tool changed version

31 Oct a tool changed version4 times that day

30 Oct a tool changed version2 times that day

29 Oct a tool changed version2 times that day

28 Oct a tool changed version2 times that day

27 Oct a tool changed version

and 46 more, back to 30 September 2026

Nothing serious here today

Today is the operative word: we check Fireworks AI MCP by usefulapi 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 15 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

Settings → Connectors → Add custom connector, then paste this address

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

{
  "servers": {
    "fireworks": {
      "type": "http",
      "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	143 ms	15 min ago

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Fireworks AI MCP by usefulapi — questions

Answers built from our own checks of this server.

What can Fireworks AI MCP by usefulapi 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 AI MCP by usefulapi 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 237 ms. The bar chart above shows every period we have measured.

How do I connect Fireworks AI MCP by usefulapi?

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

Does Fireworks AI MCP by usefulapi need an API key?

No. Fireworks AI MCP by usefulapi 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 AI MCP by usefulapi?

It answers our handshake in 237 ms on average, which is faster than 60% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is Fireworks AI MCP by usefulapi open source?

The code is open source: it is published under the MIT licence, written in JavaScript, 1 stars on GitHub and 1 open issue. The licence covers the code in the repository, not the hosted service at fireworks.usefulapi.io, which runs on its operator's own terms.