ContextGraph vs ultimate_mcp_server

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

	ContextGraph by AllenMaxi	ultimate_mcp_server by Dicklesworthstone
Stars	★ 21	★ 149
30d uses	—	—
Score	43	85
Official	—	—
Categories	Knowledge GraphAI / LLM ToolsDeveloper Tools	AI / LLM ToolsBrowser AutomationFile System
Language	Python	Python
Last commit	1 mo ago	2 mo ago

ContextGraph · Summary

MCP server implementing a shared memory bus with permissions, subscriptions, and optional payments for multi-agent teams.

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.

ContextGraph · Use cases

Coding agents that need to survive context window pressure without losing state
Multi-agent teams requiring shared memory with permissions and provenance
Internal agent platforms needing ACLs and explainable memory layers

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

ContextGraph · Install

pip install contextgraph

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

{
  "mcpServers": {
    "contextgraph": {
      "command": "python",
      "args": ["-m", "contextgraph.server"],
      "env": {}
    }
  }
}

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

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