Visibly AI — SEO MCP Server vs Codegraphcontext

In-depth architectural comparison of the Visibly AI — SEO MCP Server and Codegraphcontext 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 Visibly AI — SEO MCP Server when:

• You need dedicated capabilities in the Coding Agents domain.
• You prefer remote streaming HTTP/SSE transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Visibly AI — SEO MCP Server Details

Choose Codegraphcontext when:

• You need dedicated capabilities in the Coding Agents domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: Code indexing into a knowledge graph, MCP access for AI assistants, CLI-based repository analysis.

Explore Codegraphcontext Details

Feature & Specification Comparison

Specification	Visibly AI — SEO MCP Server Coding Agents	Codegraphcontext shashankss1205 Coding Agents
Summary	Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & on-page audits.	An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.
Category & Scope	Coding Agents

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": {
    "visibly-ai-seo-mcp-server": {
      "url": "https://mcp.visibly-ai.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "shashankss1205-codegraphcontext": {
      "command": "uvx",
      "args": [
        "kuzu"
      ]
    }
  }
}

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