GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
作者提供的说明(英文原文)
VOC OpenAPI gives AI agents authorized review and product data for insights, tagging, and listings.
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。
X-API-Key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 voc https://open.voc.ai/mcp/catalog --header 'X-API-Key: your-value'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": {
"voc": {
"url": "https://open.voc.ai/mcp/catalog",
"headers": {
"X-API-Key": "your-value"
}
}
}
}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": {
"voc": {
"type": "http",
"url": "https://open.voc.ai/mcp/catalog",
"headers": {
"X-API-Key": "your-value"
}
}
}
}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。
X-API-Key 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。
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 SolveaCX 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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
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。
你需要填写:X-API-Key
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(1.0.5)于3个月前进入注册中心。
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:GitHub, Desktop Commander, Cloudflare MCP
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
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
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。
English | 简体中文
Install the full VOC OpenAPI MCP server for Amazon review insights, feedback tagging, listing optimization, and hundreds of published data tools in local AI clients.
Built for e-commerce operators, consumer-insights teams, product researchers, and AI agents that need authorized review data and repeatable VOC workflows.
curl -fsSL https://open.voc.ai/install.sh | bash
By default, the installer opens your browser to sign in to VOC and approve access. After authorization, it automatically writes the MCP configuration for the supported clients detected on your machine, including Codex, Claude, Cursor, and others listed below.
Windows PowerShell:
irm https://open.voc.ai/install.ps1 | iex
Alternatively, use the npm package directly:
npx voc-openapi-mcp@latest setup
Codex users can also install the general-purpose VOC OpenAPI query skill:
npx voc-openapi-mcp@latest setup --with-skill
The skill is written to ~/.agents/skills/voc-openapi/SKILL.md only when Codex is detected. The uninstaller removes only installer-managed versions that have not been modified by the user.
By default, the installer registers the agents detected on the local machine. It currently supports:
~/.claude.json)%LOCALAPPDATA%\AnthropicClaude, writes to claude_desktop_config.json, and bridges the remote MCP server through mcp-remote)%LOCALAPPDATA%\Programs\cursor, both using ~/.cursor/mcp.json)%LOCALAPPDATA%\Programs\Windsurf, both using ~/.codeium/windsurf/mcp_config.json)~/.workbuddy/mcp.json)~/.gemini/settings.json)~/.codex/config.toml)List the agents detected on the local machine:
curl -fsSL https://open.voc.ai/install.sh | bash -s -- --list-agents
Windows PowerShell:
& ([scriptblock]::Create((irm https://open.voc.ai/install.ps1))) -ListAgents
Register every supported agent (the installer detects installed clients automatically by default, so this is usually unnecessary):
npx voc-openapi-mcp@latest setup --all-agents
Default configuration:
$CODEX_HOME/config.toml, or ~/.codex/config.toml when CODEX_HOME is not set~/.claude.json~/Library/Application Support/Claude/claude_desktop_config.json (or %APPDATA%\Claude\claude_desktop_config.json on Windows)~/.cursor/mcp.json~/.codeium/windsurf/mcp_config.json~/.workbuddy/mcp.json~/.gemini/settings.jsonvoc-openapihttps://open.voc.ai/mcp-serverX-API-Key120 secondsThe installer updates the corresponding MCP server configuration in place and does not create .bak backup files.
voc-mcp setup \
--api-base https://open.voc.ai \ --name voc-openapi \ --with-skill \ --config ~/.codex/config.toml
Browser sign-in is the default and recommended flow. The installer opens the VOC authorization page in your default browser, waits for you to sign in and approve access, then updates the detected AI clients automatically. If the browser cannot be opened, the installer prints the same authorization URL so you can open it manually. You do not need to copy a credential from the browser back into the terminal.
You can also skip browser authorization and provide an API key directly:
VOC_OPENAPI_API_KEY=voc_live_sk_xxx npx voc-openapi-mcp@latest setup
Keep the API key private: do not commit it, paste it into issues or chat, or include it in screenshots and logs. Prefer the environment variable above over putting the key directly in a shared command or script.
npx voc-openapi-mcp@latest setup --api-key voc_live_sk_xxx --dry-run
Note: To support a one-command setup, the API key is currently stored as plain text in the local MCP client configuration file.
Catalog scanners such as Glama primarily use the repository Dockerfile to build and start a minimal local stdio MCP server for evaluation. From a source clone or Docker image, the server command is:
node bin/voc-mcp.js serve
After the npm package release, the equivalent package command is:
npx voc-openapi-mcp@latest serve
This mode exposes the same seven curated tools through tools/list for catalog introspection and Docker-based evaluation. Real tools/call requests require VOC_OPENAPI_API_KEY, VOC_API_KEY, or X_API_KEY; without a key the server returns an explicit API-key-required error instead of fake business results. Production users should continue to use the hosted endpoint https://open.voc.ai/mcp/catalog.
This single agent request combines product and listing data, review insights, customer pain points, competitive positioning, and recommended actions. Click the image to view the full result.
See TOOLS.md for all seven tools, input fields, credit costs, and task-creating side effects.
The hosted server only receives the selected tool inputs and the X-API-Key required for the authorized VOC account. The installer writes only the selected AI client's MCP configuration and the optional VOC skill. Review PRIVACY.md and SECURITY.md before installation.
The installer source code is licensed under the Apache License 2.0. The hosted VOC OpenAPI service and its business capabilities remain subject to the VOC Terms and Conditions.