Merge's platform facilitates the integration of secure and reliable AI agents by utilizing Model Context Protocol (MCP) tools, which require a structured understanding of tool schemas to avoid errors during invocation. MCP tool schemas are JSON objects that specify the necessary and optional arguments for invoking tools, including fields like the tool's name, description, and InputSchema, which defines data structure and requirements. Examples of MCP tool schemas include GitHub's tool for fetching issues, Slack's tool for creating channels, and Greenhouse's tool for moving applications between stages, each demonstrating specific input requirements to ensure effective tool execution. Additionally, Merge offers an integration platform to manage customer integrations, providing a rich array of tools with actionable schemas, optimized descriptions, and the ability to test implementations for free.