Fireworks AI MCP by usefulapi

io.usefulapi由 usefulapi.io 发布官方发布者v1.36.4更新于 Nov 7, 2026

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

发布方自己的服务：Ably MCP by usefulapi

已验证Streamable HTTP可网页运行云端与基础设施数据与分析AI 与机器学习

概览

AI 生成的概览

托管型 MCP 服务器，用于查看 Fireworks AI 账户中的模型、部署、数据集、微调与批处理任务。

可以做什么
  • 读取账户信息并列出账户成员
  • 列出并获取模型（含微调模型）
  • 列出并获取部署及已部署模型绑定
  • 列出并获取数据集、监督微调任务和批量推理任务
  • 创建数据集元数据记录，以及删除（关停）部署
  • 查看本月工具调用用量、提交功能请求、管理 Pro 订阅
适用场景
适合让助手直接回答 Fireworks AI 账户里有哪些模型和部署在运行、微调任务进展如何、存在哪些数据集等问题，无需打开 Fireworks 控制台。
运行要求
远程 streamable HTTP 端点，无需本地安装。通过 OAuth 登录，登录页要求填写 Fireworks AI 凭据（API 密钥），密钥经校验后按用户存储。不要在客户端配置中添加 Authorization 头或 API 密钥。免费方案每月 50 次工具调用。
安装前请注意
服务器通过自己的 OAuth 登录页索取 Fireworks AI API 密钥，因此会持有绑定你账户的凭据。有两个工具会改动数据：创建数据集记录，以及删除部署（会停止该模型的服务并停止计费）。付费方案需花钱（Pro 每月 9 美元或每年 90 美元，Pro+ 每月 39 美元或每年 390 美元），升级会返回 Stripe 结账链接；取消后当期不退款。用量按工具调用次数计量。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Fireworks AI MCP by usefulapi，将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.usefulapi%2Ffireworks/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "fireworks-ai-by-usefulapi": {
      "type": "http",
      "url": "https://fireworks.usefulapi.io/mcp"
    }
  }
}

README

Fireworks AI MCP by usefulapi

Inspect Fireworks AI models, deployments, datasets and fine-tuning jobs from Claude, Cursor, or any MCP client. Hosted, no local install — connect with your Fireworks API key.

Live endpoint: https://fireworks.usefulapi.io/mcp · Homepage: https://usefulapi.io/fireworks

Connect

  • Claude (claude.ai, Desktop): open Customize → Connectors, click + Add → Add custom connector, and paste https://fireworks.usefulapi.io/mcp.
  • Claude Code: claude mcp add --transport http fireworks https://fireworks.usefulapi.io/mcp, then run /mcp to log in.
  • VS Code: Add to VS Code.
  • Cursor and other clients: add the URL as a remote MCP server:
json
{  "mcpServers": {    "fireworks": {      "url": "https://fireworks.usefulapi.io/mcp"    }  }}

Add only the URL. Do not add an Authorization header or an API key to the client config: the server signs you in with OAuth, and the login page asks for your Fireworks AI credentials.

Step-by-step setup, where to find your credentials, and FAQ: https://usefulapi.io/fireworks/

On first connect you'll paste your Fireworks API key. It's validated, stored per-user, and scoped to you.

Tools

ToolTypeWhat it does
fireworks_get_accountreadGet account
fireworks_list_modelsreadList models
fireworks_get_modelreadGet model
fireworks_list_deploymentsreadList deployments
fireworks_get_deploymentreadGet deployment
fireworks_list_deployed_modelsreadList deployed models
fireworks_list_datasetsreadList datasets
fireworks_get_datasetreadGet dataset
fireworks_list_fine_tuning_jobsreadList fine-tuning jobs
fireworks_get_fine_tuning_jobreadGet fine-tuning job
fireworks_list_batch_inference_jobsreadList batch inference jobs
fireworks_list_usersreadList users
fireworks_create_datasetwriteCreate dataset
fireworks_delete_deploymentwriteDelete deployment
fireworks_usage_statusmetaUsage status (free-tier meter)
fireworks_request_featuremetaRequest a missing feature
fireworks_upgrademetaUpgrade to Pro or Pro+
fireworks_cancel_subscriptionmetaCancel the Pro subscription

read tools are read-only; write tools mutate data (clients should confirm them); meta tools report usage, manage your subscription or send a feature request.

Pricing

PlanPriceLimit
Free$050 tool calls / month
Pro$9/mo or $90/yr (2 months free)Unlimited*

*Pro has a fair use limit of 10,000 tool calls a month on this server. For more, write to [email protected].

Pro covers this server only. Subscribe with fireworks_upgrade (it returns a Stripe Checkout link). Cancel any time with fireworks_cancel_subscription: Pro continues to the end of the paid period, with no refund for the current period, and running fireworks_upgrade before then undoes the cancel. Or write to [email protected].

License

MIT — see LICENSE. Documentation only; the server is hosted.

来源：servers/fireworks/README.md，提交 4046075

工具

14

fireworks_get_account

Get account

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

输入参数account_id

fireworks_list_models

List models

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

输入参数filterorderBypageSizepageTokenaccount_id

fireworks_get_model

Get model

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

输入参数model_id必填account_id

fireworks_list_deployments

List deployments

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

输入参数filterpageSizepageTokenaccount_id

fireworks_get_deployment

Get deployment

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

输入参数account_iddeployment_id必填

fireworks_list_deployed_models

List deployed models

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

输入参数pageSizepageTokenaccount_id

fireworks_list_datasets

List datasets

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

输入参数pageSizepageTokenaccount_id

fireworks_get_dataset

Get dataset

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

输入参数account_iddataset_id必填

fireworks_list_fine_tuning_jobs

List fine-tuning jobs

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

输入参数pageSizepageTokenaccount_id

fireworks_get_fine_tuning_job

Get fine-tuning job

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

输入参数job_id必填account_id

fireworks_list_batch_inference_jobs

List batch inference jobs

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

输入参数pageSizepageTokenaccount_id

fireworks_list_users

List users

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

输入参数pageSizepageTokenaccount_id

fireworks_create_dataset

Create dataset

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

输入参数filterformatdatasetId必填account_iddisplayNameexternalUrlexampleCountsourceDatasetId

fireworks_delete_deployment

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}.

输入参数account_iddeployment_id必填

版本历史

21
  1. v1.36.4最新Nov 7, 2026
  2. v1.35.3Nov 5, 2026
  3. v1.35.2Nov 5, 2026
  4. v1.35.1Nov 4, 2026
  5. v1.35.0Nov 3, 2026
  6. v1.34.1Nov 3, 2026
  7. v1.33.0Nov 1, 2026
  8. v1.31.0Oct 31, 2026
  9. v1.30.0Oct 31, 2026
  10. v1.29.2Oct 30, 2026
  11. v1.29.0Oct 30, 2026
  12. v1.24.0Oct 26, 2026
  13. v1.21.3Oct 25, 2026
  14. v1.21.0Oct 25, 2026
  15. v1.20.0Oct 24, 2026
  16. v1.17.0Oct 23, 2026
  17. v1.16.4Oct 22, 2026
  18. v1.16.3Oct 21, 2026
  19. v1.11.1Oct 9, 2026
  20. v1.10.0Oct 9, 2026
  21. v1.0.1Sep 16, 2026

评分

已满足适用检查项的 100%

该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分

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