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ChEMBL-MCP-Server vs ultimate_mcp_server

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

ChEMBL-MCP-Server
by Augmented-Nature
ultimate_mcp_server
by Dicklesworthstone
Stars★ 83★ 149
30d uses——
Score4885
Official——
Categories
DatabaseAI / LLM ToolsDeveloper Tools
AI / LLM ToolsBrowser AutomationFile System
LanguageJavaScriptPython
Last commit5 mo ago2 mo ago

ChEMBL-MCP-Server · Summary

A comprehensive MCP server providing 22 specialized tools for ChEMBL chemical database access in drug discovery research.

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.

ChEMBL-MCP-Server · Use cases

  • Drug discovery researchers querying bioactivity data for specific targets
  • Chemists searching for compounds with specific structural properties
  • AI systems performing integrated analysis of chemical data through MCP

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

ChEMBL-MCP-Server · Install

Installation

Prerequisites

  • Node.js (v16 or higher)
  • npm or yarn

Setup

  1. Clone the repository:
git clone <repository-url>
cd chembl-server
  1. Install dependencies:
npm install
  1. Build the project:
npm run build

Adding to Claude Desktop

Add the server to your Claude Desktop MCP configuration:

{
  "mcpServers": {
    "chembl": {
      "command": "node",
      "args": ["/path/to/chembl-server/build/index.js"],
      "env": {}
    }
  }
}

ultimate_mcp_server · Install

Installation

  1. Clone the repository:
git clone https://github.com/Dicklesworthstone/ultimate_mcp_server.git
cd ultimate_mcp_server
  1. Install dependencies:
pip install -e .
  1. For Claude Desktop integration, add to your claude_desktop_config.json:
{
  "mcpServers": {
    "ultimate-mcp": {
      "command": "python",
      "args": ["-m", "ultimate_mcp_server"],
      "env": {
        "PYTHONPATH": "."
      }
    }
  }
}
  1. Run the server:
python -m ultimate_mcp_server
Comparison generated from public README + GitHub signals. Last updated automatically.