
VOC OpenAPI MCP
io.github.SolveaCX由 GitHub 帳號 SolveaCX 發布v1.0.5更新於 Oct 24, 2026
VOC OpenAPI gives AI agents authorized review and product data for insights, tagging, and listings.
概覽
VOC OpenAPI MCP 讓 AI 助理取得經授權的 Amazon 評論與商品資料,用於洞察分析、回饋標記和商品頁優化。
- 可以做什麼
- 取得商品與商品頁的目前或歷史 Amazon 評論,並據此進行情緒、痛點和主題分析。依客戶回饋產生商品頁改善建議。將評論和商品頁歸入結構化分類體系。透過託管端點呼叫已發布的 VOC OpenAPI 資料工具,在一次請求中整合商品、商品頁、評論和競爭定位資料。
- 適用情境
- 適合電商營運、消費者洞察團隊和產品研究人員,讓助理取得經授權的 Amazon 評論資料,並轉化為 VOC 分析、標記或商品頁優化建議。
- 執行需求
- 遠端 MCP 端點 open.voc.ai,透過 streamable HTTP 存取。需要 VOC 帳號及 API 金鑰,經由 X-API-Key 標頭傳送,可透過瀏覽器登入取得或直接提供。選用安裝器是 npm 套件,會為偵測到的用戶端(如 Claude、Cursor、Codex、Gemini CLI)寫入 MCP 設定。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 VOC OpenAPI MCP,將其新增到工作區。
- 連接 X-API-Key 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
- 為需要使用其工具的對話啟用該服務。
Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
交給代理程式安裝
把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。
閱讀 https://sourceweft.com/mcp/io.github.SolveaCX%2Fvoc-mcp/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。其他 MCP 客戶端
把它新增到你客戶端的 mcpServers 設定中。
{
"mcpServers": {
"voc-openapi": {
"type": "http",
"url": "https://open.voc.ai/mcp/catalog",
"headers": {
"X-API-Key": "<YOUR_API_KEY>"
}
}
}
}README
VOC OpenAPI MCP Installer
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.
Usage
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:
Alternatively, use the npm package directly:
Codex users can also install the general-purpose VOC OpenAPI query 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 Code (CLI; writes to
~/.claude.json) - Claude Desktop (desktop app; detects the macOS app or Windows
%LOCALAPPDATA%\AnthropicClaude, writes toclaude_desktop_config.json, and bridges the remote MCP server throughmcp-remote) - Cursor (desktop app or CLI launcher; detects the macOS app or Windows
%LOCALAPPDATA%\Programs\cursor, both using~/.cursor/mcp.json) - Windsurf (desktop app or CLI launcher; detects the macOS app or Windows
%LOCALAPPDATA%\Programs\Windsurf, both using~/.codeium/windsurf/mcp_config.json) - WorkBuddy (desktop app; writes user-level
~/.workbuddy/mcp.json) - Gemini CLI (writes to
~/.gemini/settings.json) - Codex (CLI and Desktop both use
~/.codex/config.toml)
List the agents detected on the local machine:
Windows PowerShell:
Register every supported agent (the installer detects installed clients automatically by default, so this is usually unnecessary):
Default configuration:
- Codex:
$CODEX_HOME/config.toml, or~/.codex/config.tomlwhenCODEX_HOMEis not set - Claude Code:
~/.claude.json - Claude Desktop:
~/Library/Application Support/Claude/claude_desktop_config.json(or%APPDATA%\Claude\claude_desktop_config.jsonon Windows) - Cursor:
~/.cursor/mcp.json - Windsurf:
~/.codeium/windsurf/mcp_config.json - WorkBuddy:
~/.workbuddy/mcp.json - Gemini CLI:
~/.gemini/settings.json - MCP server name:
voc-openapi - MCP URL:
https://open.voc.ai/mcp-server - Authentication header:
X-API-Key - Full endpoint: all published VOC OpenAPI MCP tools
- Codex MCP startup timeout:
120seconds
The installer updates the corresponding MCP server configuration in place and does not create .bak backup files.
Options
Authentication
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.
API Key alternative
You can also skip browser authorization and provide an API key directly:
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.
Preview
Note: To support a one-command setup, the API key is currently stored as plain text in the local MCP client configuration file.
Local stdio server for catalog scanners
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:
After the npm package release, the equivalent package command is:
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.
Example result
[VOC OpenAPI MCP product analysis result covering listing data, review insights, pain points, competitive positioning, and recommended actions]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.
Capabilities
- Fetch current or historical Amazon reviews.
- Analyze sentiment, pain points, and themes.
- Generate listing improvements from customer feedback.
- Tag feedback and product listings into structured taxonomies.
See TOOLS.md for all seven tools, input fields, credit costs, and task-creating side effects.
Privacy, permissions, and support
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.
License
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.
來源:README.md,提交 135f87a
工具
0版本歷史
1- v1.0.5最新Sep 16, 2026
評分
已滿足適用檢查項的 85%
該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。
- 近 30 天內可連通必需25 分
- 已宣告認證方式必需10 分
- 已列出工具15 分
請讓伺服器在無憑證時回應 tools/list,或發布可在沙箱中無憑證啟動的軟體包。
- 描述必需15 分
- 圖示10 分
- 文件15 分
- 授權條款10 分