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Why this server?
Provides Claude with read-only access to Hugging Face Hub APIs, which can be useful for searching for scientific and research registries/articles related to AI and machine learning models and datasets.
Why this server?
Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, which may be helpful for finding research articles on coding or software-related topics.
Why this server?
Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content, directly addressing the user's need for scientific articles.
Why this server?
Provides access to Marginalia Search for discovering non-commercial and independent web content, returning unique sites, which could be useful for finding specialized research or niche scientific registries.
Why this server?
FastMCP is a comprehensive MCP server allowing secure and standardized data and functionality exposure to LLM applications.
Why this server?
A minimal server that provides Claude AI with secure file system access and sequential thinking capabilities, allowing Claude to navigate directories, read files, and break down complex problems into structured thinking steps.
Why this server?
A secure MCP server for executing whitelisted shell commands with resource and timeout controls, designed for integration with Claude and other MCP-compatible LLMs.
Why this server?
A server that enables AI assistants like Claude to safely run Python code and access websites, processing data for better AI understanding while providing helpful error messages. Useful for accessing and verifying research.