Supermachine provides a platform for accessing and managing hosted Model Context Protocol (MCP) servers, designed to empower AI agents. It offers instant connectivity to a vast library of over 3,939 public MCP servers, enabling developers and users to seamlessly integrate AI agents with various tools and services such as Gmail, PostgreSQL, and GitHub without complex configurations. The platform emphasizes ease of use with features like one-click server setup and audited server lists, simplifying the often tedious process of integrating external capabilities into AI applications.

The service supports a wide range of MCP clients, including popular choices like Claude Desktop, Cursor, and Librechat, ensuring compatibility across different development environments. Supermachine utilizes Supergateway for broad client support and Superargs for providing runtime arguments, enhancing flexibility. For businesses requiring user-specific integrations, MCP routers allow for the creation of secure, isolated, and authenticated MCP instances per user. With features catering to both individual developers and enterprise needs, Supermachine streamlines the deployment and management of AI agent tools through a robust, scalable infrastructure.

KlavisAI offers infrastructure designed to facilitate the use, building, and scaling of Model Context Protocols (MCP) for AI applications and agents. It aims to simplify the process of adding tools dynamically at runtime, avoiding the complexity of preconfigured integrations and manual database updates. The platform provides stable and reliable MCP servers hosted on dedicated cloud infrastructure, ensuring high availability for production needs.

KlavisAI supports secure integration through built-in OAuth, enabling protected access to user resources when required by an MCP. It offers popular official and in-house MCP servers with SSE transport, accessible via clients on Slack, Discord, and the web. Developers can interact with MCP servers through a standardized RESTful API, streamlining the integration of MCP functionality into their applications.