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  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to crawl live websites, audit AEO readiness, generate Schema.org @graph JSON-LD, llms.txt, ai.txt, and robots.txt, inject structured data into HTML, validate optimizations, and retrieve framework-specific code snippets.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI Engine Optimization (AEO) and Generative Engine Optimization (GEO) audits, including llm.txt compliance, content stickiness analysis, and schema validation through natural language.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables users to ask any question and receive expert-verified answers backed by Gemini. The tool is accessible via Claude Desktop, MCP SDK clients, and a web browser.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to monitor and analyze a brand's visibility across ChatGPT, Claude, Perplexity, and Google AI Overviews, providing insights, recommendations, and competitive analysis without switching tabs.
    25
    15 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Evaluates any website's AI visibility with 15 checks across crawlability, structure, content, and connectivity, and provides actionable fixes.
    7 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Improves AI agent task performance by providing task area segmentation, hierarchical RAG, and hybrid search capabilities.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables grounded, dated research from a curated AI-knowledge repository, offering free BM25 retrieval and a research loop that combines the knowledge base, curated sources, and the open web with tiered citations.
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides comprehensive technical SEO auditing tools including page analysis, site crawling, Lighthouse performance testing, and sitemap analysis, with specialized features for job board websites like JobPosting schema validation.
    8
    7 npm
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables searching documentation from GitHub repositories and web pages via MCP tools, with in-memory indexing and caching for fast retrieval.
    3
    -
  • A
    license
    B
    quality
    B
    maintenance
    SEO audit and Google Search Console MCP server with 23 tools. Search analytics, URL inspection, Indexing API, Core Web Vitals (CrUX), striking distance keywords, keyword cannibalization detection, branded query analysis, and automated site audits.
    30
    2
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    Connects Claude to Sketch Engine for corpus linguistics and text analysis, enabling queries on collocations, concordances, word usage, and more via natural language.
    10
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that enables natural language interaction with Google's Discovery Engine API, allowing users to search, recommend, and manage data through conversational interfaces.
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables agents to perform controlled enterprise data queries through semantic intent, with runtime validation of statistics, filters, granularity, permissions, and physical bindings. Exposes tools like semantic_query for safe, fail-closed access to data horizons and capabilities.
    -
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to securely access and search enterprise WeChat (WeCom) chat records with full decryption and auditing, supporting message retrieval, decryption, local storage, and querying via MCP tools.
    9
    3
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables MCP clients to perform intelligent web searches via Traylinx's Agentic Search API, returning text summaries and structured data like HTML, images, and news.
    1
    MIT