fastmcp and moondream-mcp
About fastmcp
PrefectHQ/fastmcp
🚀 The fast, Pythonic way to build MCP servers and clients.
Provides automatic schema generation and validation from Python type hints while supporting three core patterns: servers that expose tools/resources/prompts to LLMs, clients for connecting to any MCP endpoint, and interactive apps with UI rendering. Built on the Model Context Protocol standard with integrated transport negotiation, authentication, and lifecycle management across stdio, SSE, and other channels.
About moondream-mcp
ColeMurray/moondream-mcp
Moondream MCP Server in Python
Integrates with Claude Desktop and other MCP clients through standardized tools for image analysis (captioning, VQA, object detection, visual pointing) while supporting both local files and remote URLs. Built on FastMCP framework with automatic device optimization for CPU, CUDA, and Apple Silicon, plus configurable batch processing with concurrent request limits and streaming support for extended operations.
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