Overview
kwrds.ai MCP Server is a Model Context Protocol server powering kwrds.ai's keyword research and SEO tool suite. It provides an MCP endpoint that can be integrated with Claude Desktop via a local Python-based server started with run_server.py in a virtual environment. The server requires Python 3.11+ and an API key from kwrds.ai (KWRDS_AI_API_KEY) for authentication, and setup involves cloning the repository, creating and activating a virtual environment, and installing dependencies from requirements.txt. Claude Desktop configuration is done by specifying the absolute path to the Python executable and the run_server.py script in the mcpServers entry, along with the API key. The MCP server supports several capabilities described in the README: keyword research with volumes and competition, topic research, SERP analysis and ranking data, People Also Ask questions, AI content generation, URL ranking analysis, and usage statistics. Usage examples include finding keywords for a term, retrieving PAA questions, generating SEO outlines, and checking domain rankings. Documentation and support are available at kwrds.ai.
Features
Keyword research with volumes & competition
Provides keyword ideas with search volumes and competition metrics.
Topic research
Explores related topics to expand content ideas.
SERP analysis & ranking data
Analyzes search engine results pages and tracks keyword rankings.
People Also Ask questions
Retrieves common People Also Ask questions related to queries.
AI content generation
Offers AI-assisted content generation and outlines for topics.
URL ranking analysis
Analyzes URL rankings to gauge site performance.
Usage statistics
Provides usage metrics for MCP server interactions.
