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GEOScore

Free

AI 搜索优化（GEO）MCP 服务器。扫描网站的 AI 搜索就绪度，生成 llms.txt、Schema.org 修复、meta 标签优化。

FreeFree tier
Inputs: url, textOutputs: text, file
Type
Open Source
Visit Website GitHub (40 stars)

About GEOScore

GEOScore is an open-source MCP (Model Context Protocol) server for AI search optimization (Generative Engine Optimization). It scans websites for GEO readiness, providing a score and grade based on 11 checks. It can generate critical optimization files such as llms.txt, Schema.org structured data fixes, meta tags, robots.txt, and sitemaps. The tool integrates seamlessly with AI coding assistants like Claude, Cursor, and Windsurf, enabling automated workflows for making websites visible to AI search engines including ChatGPT, Perplexity, Claude, and Gemini. It offers a suite of 8 tools covering domain scanning, deep analysis, fix generation, competitive comparison, and visibility checks. A free API key provides 10 scans per day, with Pro keys unlocking advanced features.

Key Features

geo_scan: Scan a domain for AI search readiness with scoring and 11 checks
geo_deep_scan: Pro-level scan with implementation report (requires API key)
geo_generate_fix: Generate fix code for llms.txt, Schema.org, meta, robots, sitemap
geo_get_profile: Get domain score history and profile
geo_compare: Compare two domains side by side for GEO
geo_check_visibility: Check AI search engine citations (Pro)
geo_get_report: Retrieve a saved scan report
geo_create_api_key: Create a free API key
Pre-built prompts for complete optimization, audit, and competitive analysis workflows
Integration with Claude, Cursor, and Windsurf via MCP protocol

Pros & Cons

Pros
  • Free tier available with 10 scans per day
  • Open source under MIT license
  • Easy integration with Claude, Cursor, and Windsurf via MCP
  • Comprehensive 11-point GEO readiness check
  • Generates actionable code fixes (llms.txt, schema, meta, robots, sitemap)
  • Supports competitive analysis between domains
  • Includes pre-built prompts for common GEO workflows
  • No code scanning – just domain scanning
Cons
  • Deep scans and fix generation require a Pro API key (paid)
  • Limited to GEO / AI search optimization assessment only
  • Requires API key for full functionality
  • Relies on external API (geoscoreai.com) – not fully self-contained
  • Still relatively new with limited community adoption

Best For

Optimizing websites for visibility on AI search engines like ChatGPT, Perplexity, Claude, GeminiPerforming a full GEO audit with prioritized recommendationsGenerating llms.txt and schema.org structured data for AI crawlersCompetitive analysis of GEO scores between domainsChecking AI search engine citations and presenceAutomating SEO/GEO fixes within development workflows

FAQ

What is GEO?
GEO (Generative Engine Optimization) is the practice of optimizing websites to be discovered and cited by AI search engines like ChatGPT, Perplexity, and Claude.
How do I get an API key?
Use the geo_create_api_key tool within the MCP server or visit https://geoscoreai.com/api-keys. Free keys include 10 scans per day.
What tools are available in GEOScore?
GEOScore provides 8 tools: geo_scan, geo_deep_scan, geo_generate_fix, geo_get_profile, geo_compare, geo_check_visibility, geo_get_report, and geo_create_api_key.
Does GEOScore work with Claude?
Yes, GEOScore integrates with Claude, Cursor, and Windsurf via the MCP protocol. Configuration instructions are provided for each.
What is the difference between free and Pro?
Free keys include 10 scans per day. Pro keys unlock deep scans (geo_deep_scan), fix generation (geo_generate_fix), and visibility checks (geo_check_visibility).