Fan Out Query
Advanced content gap analysis using Query Decomposition and Keyword Fan-Out (Google's patented methodology). Tells you exactly what user queries your content covers - and what it misses. Built on academic research because I needed to understand how A
What is Fan Out Query?
Fan Out Query is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to advanced content gap analysis using query decomposition and keyword fan-out (google's patented methodology). tells you exactly what user queries your content covers - and what it misses. built on acad...
Advanced content gap analysis using Query Decomposition and Keyword Fan-Out (Google's patented methodology). Tells you exactly what user queries your content covers - and what it misses. Built on academic research because I needed to understand how A
This server falls under the Search & Data Extraction and Analytics categories on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Advanced content gap analysis using Query Decomposition and
Use Cases
Maintainer
Works with
Installation
NPM
npx -y @houtini/fanout-mcpManual Installation
npx -y @houtini/fanout-mcpConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Fan Out Query
What is Fan Out Query?
Fan Out Query is a Model Context Protocol (MCP) server that advanced content gap analysis using query decomposition and keyword fan-out (google's patented methodology). tells you exactly what user queries your content covers - and what it misses. built on academic research because i needed to understand how a It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Fan Out Query?
Install via npm with the command: npx -y @houtini/fanout-mcp. Then add the server configuration to your AI client's JSON config file (e.g., claude_desktop_config.json or .cursor/mcp.json).
Which AI clients work with Fan Out Query?
Fan Out Query works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Fan Out Query free to use?
Yes, Fan Out Query is open source and available under the Apache 2.0 license. You can use it freely in both personal and commercial projects.
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Set Up Fan Out Query in Your Editor
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Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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