ultimate_mcp_server vs ogham-mcp

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

	ultimate_mcp_server by Dicklesworthstone	ogham-mcp by ogham-mcp
Stars	★ 149	★ 104
30d uses	—	—
Score	85	49
Official	—	—
Categories	AI / LLM ToolsBrowser AutomationFile System	AI / LLM ToolsDeveloper ToolsKnowledge Graph
Language	Python	Python
Last commit	2 mo ago	this month

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.

ogham-mcp · Summary

Ogham MCP is a persistent, searchable shared memory system for AI coding agents across clients.

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

ogham-mcp · Use cases

Preserving code context and decisions across different AI coding sessions
Sharing knowledge between team members using different AI coding tools
Creating a persistent memory of troubleshooting solutions and architectural patterns

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

ogham-mcp · Install

Installation

Quick Start with uvx (recommended)

uvx --from ogham-mcp ogham init

This runs a setup wizard that walks you through database setup and client configuration.

Manual Setup

Set up a database (Supabase or Neon recommended)
Configure environment variables:

export SUPABASE_URL=https://your-project.supabase.co
export SUPABASE_KEY=your-service-role-key
export EMBEDDING_PROVIDER=openai
export OPENAI_API_KEY=sk-...

Add to your MCP client:

**Claude Code:**

claude mcp add ogham -- uvx ogham-mcp

**OpenCode:** Add to ~/.config/opencode/opencode.json:

{
  "mcp": {
    "ogham": {
      "type": "local",
      "command": ["uvx", "ogham-mcp"],
      "environment": {
        "SUPABASE_URL": "https://your-project.supabase.co",
        "SUPABASE_KEY": "{env:SUPABASE_KEY}",
        "EMBEDDING_PROVIDER": "openai",
        "OPENAI_API_KEY": "{env:OPENAI_API_KEY}"
      }
    }
  }
}

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