A production-grade MCP server designed for multi-tenant, authenticated, and observable AI agent systems, enabling secure tool execution across heterogeneous data sources.
A lightweight and fast MCP server that enables AI agents to efficiently discover and execute tools through progressive disclosure, minimizing context consumption while supporting safe code execution in external environments.
A production-ready MCP server providing 8 tools for file operations, shell command execution, web search and fetching, plus AI-powered code review and text summarization, with built-in security controls.