GlianaAI vs Markcrawl

In-depth architectural comparison of the GlianaAI and Markcrawl 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 GlianaAI 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: list_models, get_price, get_schema.

Explore GlianaAI Details

Choose Markcrawl 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: Single-page and whole-site crawling, Clean Markdown and JSONL output, Citation metadata with access dates.

Explore Markcrawl Details

Feature & Specification Comparison

Specification	GlianaAI Search & Data Extraction	Markcrawl AIMLPM Search & Data Extraction
Summary	Pay-per-call AI: 59 generative models (image, video, music, speech). No signup, no API key.	Crawl websites into clean Markdown, search pages, and extract structured data with LLMs. Built-in MCP server for web research and RAG pipelines.
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": {
    "glianaai": {
      "command": "npx",
      "args": [
        "-y",
        "gliana-ai-mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "aimlpm-markcrawl": {
      "command": "npx",
      "args": [
        "-y",
        "clawhub"
      ]
    }
  }
}

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