Content Core vs Aeo Cli

In-depth architectural comparison of the Content Core and Aeo Cli MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose Content Core when:

• You need dedicated capabilities in the Search & Data Extraction domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: API Key required (Free / Open Source).
• Primary tools included: URL, file, and text extraction, PDF, office, ebook, and markup support, Audio and video transcription.

Explore Content Core Details

Choose Aeo Cli when:

• You need dedicated capabilities in the Search & Data Extraction domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: Scores LLM readiness from 0 to 100, Checks 13 AI crawler user agents in robots.txt, Detects llms.txt and llms-full.txt.

Feature & Specification Comparison

Specification	Content Core lfnovo Search & Data Extraction	Aeo Cli hanselhansel Search & Data Extraction
Summary	Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.	Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD schema, and content density with 0-100 AEO scoring.
Category & Scope	Search & Data Extraction

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "lfnovo-content-core": {
      "command": "uvx",
      "args": [
        "content-core"
      ]
    }
  }
}

{
  "mcpServers": {
    "hanselhansel-aeo-cli": {
      "command": "uvx",
      "args": [
        "context-linter"
      ]
    }
  }
}

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