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)
Your agent hit a limit? Keep working. MateMCP securely connects AI chats to your computer via MCP.
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://relay.matemcp.com/mcp/{agent_id}地址中有只有你知道的 {…} 部分(例如你的账户),请复制后自行填写。
在终端中运行这条命令
claude mcp add --transport http matemcp 'https://relay.matemcp.com/mcp/{agent_id}'地址中有只有你知道的 {…} 部分(例如你的账户),请复制后自行填写。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"matemcp": {
"url": "https://relay.matemcp.com/mcp/{agent_id}"
}
}
}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。
地址中有只有你知道的 {…} 部分(例如你的账户),请复制后自行填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"matemcp": {
"type": "http",
"url": "https://relay.matemcp.com/mcp/{agent_id}"
}
}
}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://relay.matemcp.com/mcp/{agent_id}地址中有只有你知道的 {…} 部分(例如你的账户),请复制后自行填写。
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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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 GitHub 账户 vrassouli 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
这个地址需要填入你自己的账户信息,所以我们无法替你检查
这个地址需要填入你自己的账户信息,所以我们无法替你检查
尚未检查;我们会在检查端点时读取工具列表
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 1 项适用的基础检查中通过了 1 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(0.1.0)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, alalanet — check before you pay
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
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.
Check packages, MCP servers and x402 endpoints before agents install or pay. Signed.
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。
Your agent hit a limit? Keep working.
Website: matemcp.com · Account portal: api.matemcp.com · Releases: agent-latest
MateMCP helps you get more useful work from the AI plan you already pay for. When a provider's built-in coding or agent tool reaches its usage limit but the AI chat itself is still available, MateMCP gives that conversation a controlled path to your own Windows or macOS computer — so useful work can keep moving on your real projects and tools.
MateMCP does not increase or bypass a provider's usage quota. It gives compatible AI clients another way to work through MCP, using your machines and your access rules.
Bring your own AI. Connect ChatGPT, Claude, Grok, or another compatible MCP client to an enrolled MateMCP Agent. The Agent can work with project files, shells, browsers, desktop applications, attachments, secrets, and durable project context while MateMCP keeps access scoped, authenticated, observable, and approval-aware.
The public website at matemcp.com is the product and onboarding surface. The authenticated account portal at api.matemcp.com handles account access, enrolled devices, approvals, and administration. The normal desktop experience remains simple: install MateMCP Desktop, enroll the device, copy its MCP URL into your AI client, and authorize it with OAuth. You do not copy Agent credentials or expose local ports to the Internet.
SKILL.md files and travels with Git.flowchart LR
User[User / Admin] Site[Public website\nmatemcp.com] Portal[Account portal\napi.matemcp.com] AI[AI client\nChatGPT / Claude / Grok / MCP client] Relay[MateMCP Relay] API[OAuth Control Plane] Agent[Local MateMCP Agent] Companion[Companion] Machine[Projects · Shell · Browser · Desktop · Secrets]
User --> Site User --> Portal Portal -->|account / devices / approvals / admin| API AI -->|OAuth + MCP| Relay AI -->|Authorize| API Relay <-->|resilient Agent channel| Agent Agent --> Machine Companion <-->|local management| Agent Companion -->|approvals / status / logs| Machine Relay -->|authorization checks| API
The public website explains the product and provides onboarding entry points. The account portal is the browser-based user/admin surface for accounts, devices, approvals, and administration. The Relay carries remote MCP traffic to the correct online Agent. The Control Plane handles accounts, Agent ownership, OAuth, authorization, and remote approval coordination. The Agent performs work locally. The Companion gives the user a native view of status, approvals, shells, secrets, activity, diagnostics, updates, and Agent lifecycle controls.
MateMCP is designed to be a boundary between an AI and the user's computer, not a tunnel around local security.
mcp:read, mcp:write, and mcp:shell capabilities are enforced rather than inferred from the URL.See docs/security.md and docs/approval.md for the detailed model.
https://relay.matemcp.com/mcp/agt_....After an Agent update that adds or changes MCP tools: some clients can retain a previous tool snapshot. For ChatGPT, see ChatGPT MCP tool refresh after Agent updates.
For Apple Silicon Macs:
curl -fsSL https://raw.githubusercontent.com/vrassouli/MateMCP/main/scripts/bootstrap-macos.sh | bash
The bootstrap installs or upgrades Agent + Companion in place, starts the Agent, opens Companion for interactive setup when needed, and preserves existing configuration and secure credentials.
Manual package: MateMCP Desktop for macOS Apple Silicon · latest stable release
The Agent runs as a per-user LaunchAgent. Companion is installed under ~/Applications/MateMCP Agent Companion.app. Private configuration lives under ~/Library/Application Support/MateMCP; credentials and secrets use macOS Keychain.
Computer Use requires the relevant macOS Accessibility and Screen Recording permissions. Production signing/TCC identity hardening is still being improved, so development/ad-hoc builds may require permissions to be granted again after some updates.
Run from PowerShell:
irm https://raw.githubusercontent.com/vrassouli/MateMCP/main/scripts/bootstrap-windows.ps1 | iex
On Windows x64 the bootstrap installs or upgrades Agent + Companion, starts the background Agent, opens Companion when interactive setup is needed, and preserves the user-scoped configuration and credentials.
Manual package: MateMCP Desktop for Windows x64 · latest stable release
Private configuration lives under %APPDATA%\MateMCP; enrolled credentials and secrets use Windows Credential Manager.
| Platform | Agent | Native Companion | Computer Use / visual support | Notes |
|---|---|---|---|---|
| macOS Apple Silicon | ✅ | ✅ | ✅ | Native desktop semantic actions and visual workflows; macOS permissions required. |
| macOS Intel | ✅ | Agent-only package | Partial | Companion is not currently published for Intel Mac. |
| Windows x64 | ✅ | ✅ | ✅ | Native Windows Graphics Capture preview plus screenshot fallback. |
| Windows ARM64 | ✅ | Agent-only package | Partial | Native WGC helper is not yet shipped for ARM64; screenshot fallback remains available. |
| Client | Current validation |
|---|---|
| ChatGPT | Primary end-to-end field-tested remote MCP client. |
| Claude | Successful connection through the public MateMCP Relay has been verified; client-specific feature behavior can still vary. |
| Grok | Successful connection through the public MateMCP Relay has been verified; client-specific feature behavior can still vary. |
| Other MCP clients | MateMCP uses standards-based MCP/OAuth interfaces; compatibility should be validated per client/provider. |
Public Relay reachability can depend on the network path used by the client provider. The production MateMCP deployment can use Cloudflare or another HTTPS edge/reverse proxy in front of the public hostnames without changing the Agent-facing MCP URL model.
Companion is the user's local control surface. Current functionality includes:
The browser-based account portal at [api.matemcp.com](https://api.matemcp.com) complements the local Companion. Current portal capabilities include:
只显示了开头部分;其余内容请在仓库中阅读