Sylex Search vs Ragmap

In-depth architectural comparison of the Sylex Search and Ragmap 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 Sylex Search when:

• You need dedicated capabilities in the Aggregators domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• You have access to required keys: AC_SUPABASE_URL, AC_SUPABASE_KEY, TRANSPORT, PORT.
• Primary tools included: search.discover, search.details, search.compare.

Explore Sylex Search Details

Choose Ragmap when:

• You need dedicated capabilities in the Aggregators domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: RAG-focused MCP server discovery, Keyword and optional semantic search, Structured transport and capability filters.

Feature & Specification Comparison

Specification	Sylex Search MastadoonPrime Aggregators	Ragmap khalidsaidi Aggregators
Summary	Universal search engine for AI agents. Discover products, services, and businesses across every category. 10 MCP tools, zero LLM calls, millisecond responses. npx sylex-search	MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking.
Category & Scope	Aggregators

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": {
    "mastadoonprime-sylex-search": {
      "command": "npx",
      "args": [
        "-y",
        "sylex-search"
      ],
      "env": {
        "AC_SUPABASE_URL": "YOUR_AC_SUPABASE_URL_HERE",
        "AC_SUPABASE_KEY": "YOUR_AC_SUPABASE_KEY_HERE",
        "TRANSPORT": "YOUR_TRANSPORT_HERE",
        "PORT": "YOUR_PORT_HERE"
      }
    }
  }
}

{
  "mcpServers": {
    "khalidsaidi-ragmap": {
      "command": "npx",
      "args": [
        "-y",
        "@khalidsaidi/ragmap-mcp@latest"
      ]
    }
  }
}

Related MCP Server Comparisons