jupyter-mcp-server and moondream-mcp
About jupyter-mcp-server
datalayer/jupyter-mcp-server
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
Exposes Jupyter notebooks to AI clients via the Model Context Protocol through a rich toolset covering kernel management, multi-notebook operations, and cell execution with multimodal output support. Implements real-time notebook state synchronization with automatic error recovery, allowing AI agents to understand full notebook context and adjust execution dynamically. Integrates seamlessly with JupyterLab, JupyterHub, and cloud deployments while supporting any MCP-compatible client like Claude Desktop and Cursor.
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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