ultimate_mcp_server vs semble

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

	ultimate_mcp_server by Dicklesworthstone	semble by MinishLab
Stars	★ 149	★ 823
30d uses	—	—
Score	85	54
Official	—	—
Categories	AI / LLM ToolsBrowser AutomationFile System	Developer ToolsAI / LLM ToolsSearch
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.

semble · Summary

High-performance code search library that runs as an MCP server with 98% fewer tokens than grep+read.

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

semble · Use cases

Provide instant code search capabilities for AI coding assistants like Claude Code, Cursor, Codex, and OpenCode
Replace traditional grep workflows in development environments with more efficient natural language queries
Help developers navigate large codebases quickly by finding relevant code chunks without reading entire files

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

semble · Install

Installation

Install Semble:

pip install semble[mcp]
# or
uv tool install semble

Add to Claude Desktop:

{
  "mcpServers": {
    "semble": {
      "command": "uvx",
      "args": ["--from", "semble[mcp]", "semblable"]
    }
  }
}

Add to Codex config (~/.codex/config.toml):

[mcp_servers.semble]
command = "uvx"
args = ["--from", "semblable[mcp]", "semblable"]

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