Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Account, billing, team, API key and model discovery tools for agents that use ModelsLab.
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。
Authorization标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
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 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
在终端中运行这条命令
claude mcp add --transport http modelslab-agents https://modelslab.com/mcp/agents --header 'Authorization: Bearer {api_key}'运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"modelslab-agents": {
"url": "https://modelslab.com/mcp/agents",
"headers": {
"Authorization": "Bearer {api_key}"
}
}
}
}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": {
"modelslab-agents": {
"type": "http",
"url": "https://modelslab.com/mcp/agents",
"headers": {
"Authorization": "Bearer {api_key}"
}
}
}
}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。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 必填 HTTP header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8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。
agent-authManage authentication for the ModelsLab agent control plane. Actions: signup, login, logout, logout-all, forgot-password, reset-password, resend-verification, verify. Login returns a bearer token for subsequent authenticated requests. Signup, login, forgot-password, reset-passwor
agent-tokensManage Sanctum access tokens for the authenticated user. Actions: list (view all tokens), revoke (revoke a specific token by ID), revoke-others (revoke all tokens except current), switch-account (get a token for a team account). All actions require authentication.
agent-profileManage the authenticated user's profile. Actions: get (view profile), update (update name/username/about), update-password, update-socials, update-preferences. All actions require authentication.
agent-api-keysManage API keys for the authenticated user. Actions: list, create, get, update, delete. API keys are used for generation endpoints (/api/v6, /api/v7, /api/v8). All actions require authentication.
agent-usageView API usage analytics for the authenticated user. Actions: summary (usage overview with plan limits), products (per-product usage breakdown), history (recent generation request timeline with optional date filters). All actions require authentication.
agent-modelsSearch and discover AI models available on ModelsLab. Actions: search (browse/filter models), filters (available filter options), tags (model tags), providers (model providers), detail (get model details by ID). The detail action returns endpoint configurations with a `parameters
agent-billingManage billing for the authenticated user. Actions: stripe-config (get Stripe publishable key for headless card tokenization), create-setup-intent (create SetupIntent for 3DS-safe card saving), create-payment-link (generate Stripe-hosted payment URL to forward to human — supports
agent-walletManage the wallet for the authenticated user. Actions: balance (view wallet balance), fund (add funds via Stripe payment), confirm-checkout (confirm a Stripe checkout session), payment-status (check payment intent status), auto-funding (configure auto-recharge), disable-auto-fund
agent-subscriptionsManage subscriptions for the authenticated user. Actions: list-plans (view available subscription plans + pay-as-you-go options), list, create (headless with payment_method_id, or checkout URL without it), confirm-checkout (confirm Stripe checkout session), status (check subscrip
agent-teamsManage teams for the authenticated user. Actions: list (view team members and pending invites), create (invite by email), get (view a team member), update (modify member role/permissions), delete (remove member), resend-invite, accept-invite. All actions require authentication.
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10日
注册名称已通过 GitHub 账户 ModelsLab 验证,该账户拥有此仓库
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
在 150 毫秒内响应(HTTP 200)
无需登录
已读取 10 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。
你需要填写:Authorization
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(1.0.0)于39天前进入注册中心。
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:Spec Driven Development, Remote Desktop Commander, Plures
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Human in the loop for AI agents: ask ID verified people to check a decision before acting.
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。
ModelsLab MCP Server
Generate images, video, speech, music and sound effects, and run LLM chat, across 10,000+ AI models from any MCP client.
Website · Docs · Pricing · Discord
ModelsLab runs a hosted, remote MCP server. There is nothing to install: point your MCP client at the URL below and sign in with OAuth, or send your ModelsLab API key.
| Server URL | https://modelslab.com/mcp/v7 |
| Transport | Streamable HTTP |
| Auth | OAuth 2.1 (PKCE + dynamic client registration), or Authorization: Bearer |
| API key | modelslab.com/dashboard/api-keys |
| Server card | /.well-known/mcp/server-card.json |
| Official registry | io.github.ModelsLab/modelslab |
| Category | Tools |
|---|---|
| Discovery | list-models, list-providers |
| Image | text-to-image, image-to-image, inpaint-image, fetch-image |
| Video | text-to-video, image-to-video, video-to-video, lip-sync, motion-control, fetch-video |
| Audio | text-to-speech, speech-to-text, speech-to-speech, sound-generation, music-generation, song-extender, song-inpaint, dubbing, fetch-audio |
| LLM | chat-completion |
| Jobs | fetch-generation |
Most generation is asynchronous. A tool returns "status": "processing" with an id; call fetch-generation with that id until the status is success or error. Use list-models first to get a valid model_id (Flux, Qwen Image, Seedream, Kling, Veo, Wan, Hailuo, ElevenLabs-class voices, open-source LLMs, and more).
Settings → Connectors → Add custom connector → URL https://modelslab.com/mcp/v7. Claude detects OAuth and opens the ModelsLab sign-in page.
claude mcp add --transport http modelslab https://modelslab.com/mcp/v7
Or with an API key:
claude mcp add --transport http modelslab https://modelslab.com/mcp/v7 \
--header "Authorization: Bearer $MODELSLAB_API_KEY"
~/.cursor/mcp.json:
{
"mcpServers": { "modelslab": { "url": "https://modelslab.com/mcp/v7", "headers": { "Authorization": "Bearer YOUR_MODELSLAB_API_KEY" } } } }
.vscode/mcp.json:
{
"servers": { "modelslab": { "type": "http", "url": "https://modelslab.com/mcp/v7", "headers": { "Authorization": "Bearer ${input:modelslab-key}" } } }, "inputs": [ { "type": "promptString", "id": "modelslab-key", "description": "ModelsLab API key", "password": true } ] }
~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": { "modelslab": { "serverUrl": "https://modelslab.com/mcp/v7", "headers": { "Authorization": "Bearer YOUR_MODELSLAB_API_KEY" } } } }
~/.gemini/settings.json:
{
"mcpServers": { "modelslab": { "httpUrl": "https://modelslab.com/mcp/v7", "headers": { "Authorization": "Bearer YOUR_MODELSLAB_API_KEY" } } } }
~/.codex/config.toml:
[mcp_servers.modelslab]
url = "https://modelslab.com/mcp/v7" bearer_token_env_var = "MODELSLAB_API_KEY"
Use mcp-remote:
{
"mcpServers": { "modelslab": { "command": "npx", "args": ["-y", "mcp-remote", "https://modelslab.com/mcp/v7", "--header", "Authorization: Bearer ${MODELSLAB_API_KEY}"], "env": { "MODELSLAB_API_KEY": "YOUR_MODELSLAB_API_KEY" } } } }
| URL | What it does | Auth |
|---|---|---|
https://modelslab.com/mcp/v8 | Next-generation v8 generation APIs | OAuth or API key |
https://modelslab.com/mcp/agents | Account, billing, team, API key and model discovery for autonomous agents | Agent token |
MCP calls bill the same as the REST API. Plans start at $21/month; the $149/month plan gives unlimited generations on open-source models. See modelslab.com/pricing.
ModelsLab is an AI API platform with 10,000+ models, 400,000+ registered users and 500 million+ API requests served, running on its own GPU datacenter. Founded in 2022.
The documentation and config files in this repository are MIT licensed. The hosted service is covered by the ModelsLab terms.