ultimate_mcp_server vs astro-mcp

Side-by-side comparison to help you pick between these two MCP servers.

	ultimate_mcp_server by Dicklesworthstone	astro-mcp by morinokami
Stars	★ 149	★ 58
30d uses	—	—
Score	85	43
Official	—	—
Categories	AI / LLM ToolsBrowser AutomationFile System	Developer ToolsAI / LLM ToolsWeb Scraping
Language	Python	Astro
Last commit	2 mo ago	1 mo ago

ultimate_mcp_server · Summary

Comprehensive MCP server providing dozens of capabilities for AI agents including LLM delegation, browser automation, document processing, and cognitive memory systems.

astro-mcp · Summary

MCP server providing Astro project insights, runtime info, documentation search, and integration data.

ultimate_mcp_server · Use cases

Complex document processing and analysis with OCR and structured data extraction
Web automation and research across multiple sites with browser control
Cost-optimized AI workflows through intelligent task delegation between models

astro-mcp · Use cases

Assist developers in debugging Astro applications by providing runtime configuration and route information
Enable AI assistants to provide up-to-date guidance based on the official Astro documentation
Automate development workflows by accessing integration details and server status programmatically

ultimate_mcp_server · Install

Installation

Clone the repository:

git clone https://github.com/Dicklesworthstone/ultimate_mcp_server.git
cd ultimate_mcp_server

Install dependencies:

pip install -e .

For Claude Desktop integration, add to your claude_desktop_config.json:

{
  "mcpServers": {
    "ultimate-mcp": {
      "command": "python",
      "args": ["-m", "ultimate_mcp_server"],
      "env": {
        "PYTHONPATH": "."
      }
    }
  }
}

Run the server:

python -m ultimate_mcp_server

astro-mcp · Install

npx astro add astro-mcp

For manual installation:

npm install astro-mcp

Then add to your Astro config:

import { defineConfig } from "astro/config";
import mcp from "astro-mcp";

export default defineConfig({
  integrations: [mcp()],
});

The MCP server will be available at http://localhost:4321/__mcp/sse. Create an empty configuration file for your editor:

VSCode: .vscode/mcp.json
Cursor: .cursor/mcp.json
Windsurf: ~/.codeium/windsurf/mcp_config.json
Claude Code: .mcp.json

Comparison generated from public README + GitHub signals. Last updated automatically.