Utilities
Servers providing various general-purpose functionalities, such as web content fetching, file format conversion, time services, SQL analysis, and other utility tools.
Integrate AI models with Apache Airflow using the `mcp-server-apache-airflow`, a Model Context Protocol server.
DroidMind: Control Android devices with AI via the Model Context Protocol.
Rootly-MCP-server: Resolve incidents in your IDE using AI. An MCP server by Rootly AI Labs.
Mindmap MCP Server: Convert Markdown to interactive mind maps for AI.
mcp-claude-code: An MCP server for AI-driven code modification and project analysis.
Explore data interactively with `mcp-server-data-exploration`, an MCP server that turns datasets into actionable insights for AI models.
mcp-filesystem-server: Secure file system access for AI models via MCP. Read, write, and manage files safely.
Fast file search across platforms for AI integration. Uses Everything SDK (Windows), mdfind (macOS), and locate/plocate (Linux).
llm-context.py: An MCP tool for seamless code integration with LLMs, enhancing AI-assisted development workflows.
The `quarkus-mcp-filesystem` server enables LLMs to interact with filesystems via MCP, using jbang or native images.
mcp-server-opendal: MCP server for AI models to access storage services via Apache OpenDAL™.
Base MCP: Connect AI models to Base network with on-chain tools for secure blockchain interactions.