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FastAPI-BitNet vs time

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

FastAPI-BitNet
by grctest
time
by modelcontextprotocol
Stars★ 38★ 85,748
30d uses
Score4277
Official
Categories
AI / LLM ToolsDeveloper Tools
ProductivityDeveloper ToolsCommunication
LanguagePythonTypeScript
Last commit11 mo agothis month

FastAPI-BitNet · Summary

FastAPI-based MCP server for Microsoft's BitNet model with session management, chat, and benchmarking capabilities.

time · Summary

A comprehensive MCP server providing time and timezone conversion tools with automatic system timezone detection.

FastAPI-BitNet · Use cases

  • Programmatic testing and benchmarking of BitNet models
  • Chat with multiple BitNet instances via API
  • Integrate BitNet capabilities into VS Code Copilot as a tool

time · Use cases

  • Assisting with international meeting scheduling across time zones
  • Providing real-time time information for location-based queries
  • Enabling time conversion for travel planning and itineraries

FastAPI-BitNet · Install

Installation

  1. Prerequisites: Docker Desktop, Conda, Python 3.10+
  2. Set up Python environment:

``bash conda create -n bitnet python=3.11 conda activate bitnet ``

  1. Install Huggingface CLI:

``bash pip install -U "huggingface_hub[cli]" ``

  1. Download BitNet model:

``bash huggingface-cli download microsoft/BitNet-b1.58-2B-4T-gguf --local-dir app/models/BitNet-b1.58-2B-4T ``

  1. Run with Docker (recommended):

``bash docker build -t fastapi_bitnet . docker run -d --name ai_container -p 8080:8080 fastapi_bitnet ``

Claude Desktop Configuration

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "fastapi-bitnet": {
      "command": "http",
      "args": ["http://localhost:8080/mcp"]
    }
  }
}

time · Install

Installation Options

**Using uv (recommended):**

uvx mcp-server-time

**Using PIP:**

pip install mcp-server-time
python -m mcp_server_time

**Configure for Claude Desktop:**

{
  "mcpServers": {
    "time": {
      "command": "uvx",
      "args": ["mcp-server-time"]
    }
  }
}
Comparison generated from public README + GitHub signals. Last updated automatically.