Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Inspect Fireworks AI models, deployments, datasets and fine-tuning jobs.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://fireworks.usefulapi.io/mcp在终端中运行这条命令
claude mcp add --transport http fireworks https://fireworks.usefulapi.io/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"fireworks": {
"url": "https://fireworks.usefulapi.io/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"fireworks": {
"type": "http",
"url": "https://fireworks.usefulapi.io/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://fireworks.usefulapi.io/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
工具名称和描述与服务器在 2026年11月7日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
fireworks_get_accountGet the Fireworks account record (display name, state, etc.). Control-plane: GET /v1/accounts/{account_id}.
fireworks_list_modelsList models in the account (base + fine-tuned). Control-plane: GET /v1/accounts/{account_id}/models.
fireworks_get_modelGet a single model by id. Control-plane: GET /v1/accounts/{account_id}/models/{model_id}.
fireworks_list_deploymentsList deployments (serving instances) in the account. Control-plane: GET /v1/accounts/{account_id}/deployments.
fireworks_get_deploymentGet a single deployment by id. Control-plane: GET /v1/accounts/{account_id}/deployments/{deployment_id}.
fireworks_list_deployed_modelsList deployed models (model↔deployment bindings). Control-plane: GET /v1/accounts/{account_id}/deployedModels.
fireworks_list_datasetsList datasets in the account. Control-plane: GET /v1/accounts/{account_id}/datasets.
fireworks_get_datasetGet a single dataset by id. Control-plane: GET /v1/accounts/{account_id}/datasets/{dataset_id}.
fireworks_list_fine_tuning_jobsList supervised fine-tuning jobs in the account. Control-plane: GET /v1/accounts/{account_id}/supervisedFineTuningJobs.
fireworks_get_fine_tuning_jobGet a single supervised fine-tuning job by id. Control-plane: GET /v1/accounts/{account_id}/supervisedFineTuningJobs/{job_id}.
fireworks_list_batch_inference_jobsList batch inference jobs in the account. Control-plane: GET /v1/accounts/{account_id}/batchInferenceJobs.
fireworks_list_usersList account members (users). Control-plane: GET /v1/accounts/{account_id}/users.
fireworks_create_datasetCreates a dataset metadata record in Fireworks (additive; actual data is uploaded separately). Control-plane: POST /v1/accounts/{account_id}/datasets.
fireworks_delete_deploymentDELETES (shuts down) a Fireworks deployment — stops serving that model and stops its billing. Destructive. Control-plane: DELETE /v1/accounts/{account_id}/deployments/{deployment_id}.
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日
注册名称已通过域名 usefulapi.io 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
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已读取 14 个工具描述,未发现针对 AI 的隐藏指令
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.36.4)于今天进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Up-to-date docs for AI agents
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按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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
https://fireworks.usefulapi.io/mcp.claude mcp add --transport http fireworks https://fireworks.usefulapi.io/mcp, then run /mcp to log in.{
"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.
| Tool | Type | What it does |
|---|---|---|
fireworks_get_account | read | Get account |
fireworks_list_models | read | List models |
fireworks_get_model | read | Get model |
fireworks_list_deployments | read | List deployments |
fireworks_get_deployment | read | Get deployment |
fireworks_list_deployed_models | read | List deployed models |
fireworks_list_datasets | read | List datasets |
fireworks_get_dataset | read | Get dataset |
fireworks_list_fine_tuning_jobs | read | List fine-tuning jobs |
fireworks_get_fine_tuning_job | read | Get fine-tuning job |
fireworks_list_batch_inference_jobs | read | List batch inference jobs |
fireworks_list_users | read | List users |
fireworks_create_dataset | write | Create dataset |
fireworks_delete_deployment | write | Delete deployment |
fireworks_usage_status | meta | Usage status (free-tier meter) |
fireworks_request_feature | meta | Request a missing feature |
fireworks_upgrade | meta | Upgrade to Pro or Pro+ |
fireworks_cancel_subscription | meta | Cancel 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.
| Plan | Price | Limit |
|---|---|---|
| Free | $0 | 50 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 support@usefulapi.io.
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 support@usefulapi.io.
MIT — see LICENSE. Documentation only; the server is hosted.