What are the system requirements?
Python 3.11 or higher is required. You also need an active kwrds.ai API key.
@mkotsollaris
基本信息
Model Context Protocol server for kwrds.ai keyword research and SEO tools.
使用下面的配置,将此服务器添加到你的 MCP 客户端。
{
"mcpServers": {
"kwrds-ai": {
"command": "python3",
"args": [
"/path/to/this/project/run_server.py"
],
"env": {
"KWRDS_API_KEY": "your-api-key-here"
}
}
}
}工具列表暂未提供
当前收录暂时没有可展示的工具列表,不代表服务没有工具。请查阅项目文档了解支持的能力。
工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。
The Kwrds.ai Seo Keyword Research And Serp Mcp server is a Model Context Protocol (MCP) integration for kwrds.ai, providing keyword research and SEO tools. It enables MCP clients like Claude, Cursor, or ChatGPT to access keyword volumes, SERP analysis, People Also Ask questions, and AI content generation.
Requires Python 3.11+ and an API key from kwrds.ai. Install dependencies with pip install -r requirements.txt, then add the server to your MCP client's desktop config (e.g., Claude/claude_desktop_config.json) with the KWRDS_API_KEY environment variable pointing to run_server.py. Restart the client and ask natural-language queries such as “Find keywords for ‘digital marketing’ in the US” or “What does example.com rank for?”
Python 3.11 or higher is required. You also need an active kwrds.ai API key.
Visit [kwrds.ai](https://www.kwrds.ai/api/documentation/API_Key_Setup) and follow the API key setup documentation.
Yes. It returns SERP analysis, People Also Ask questions, AI content outlines (including 7W1H), URL ranking data, and usage statistics.
Add the server definition to your client’s desktop config (e.g., `claude_desktop_config.json`) with the `command` set to `python3`, `args` pointing to `run_server.py`, and an `env` object containing your `KWRDS_API_KEY`.
Authentication is done via the `KWRDS_API_KEY` environment variable. The README does not mention rate limits or other restrictions. The server connects to the kwrds.ai API over the internet.

AI sales team for export-import businesses: specialist agents for outbound prospecting, trade data analysis and compliance (HS codes, tariffs, landed cost, OFAC sanctions).
The only MCP server with live whale trades across 15 exchanges plus on-chain DEX flow. Smart Money Radar, real liquidations and outcome-scored signals. No API key required.

Ask anyone anything before you decide. iMario turns your own customer data and 5.4 billion people in 59 markets into synthetic audiences calibrated on real data. This connector lets your AI assistant question them for yo
Hosted YouTube MCP server for search, video metadata, channel data and timestamped transcripts. Connect Claude, Cursor or other MCP clients with HasData; no YouTube API key required.
HasData's hosted Zillow MCP server lets AI agents search homes for sale, rentals and sold listings, then retrieve property details, price history and Zillow estimates as structured JSON.
评论