Client Guidance

Design MCP error responses by providing progressive guidance, including did-you-mean suggestions, available categories, and actionable next steps to help clients recover from errors automatically.

Progressive error handling for MCP tool calls provides stepwise guidance in error messages, offering schema hints and available categories so clients can correct invalid requests without blunt rejections.

Add did-you-mean suggestions and schema hints to MCP error responses by using fuzzy matching to identify potential correct tool calls and displaying concise schema cues alongside available categories.

Yes, you can auto-correct MCP tool call typos above a 90 percent confidence threshold, automatically applying the correction while notifying the user that the original input was modified.

The best way to provide actionable next steps in MCP tool error responses is to always supply specific follow-up actions within the error payload, guiding clients toward successful task completion.

Use layered schema disclosure in MCP error handling when clients submit invalid parameters, progressively revealing schema requirements and valid categories to help them construct correct tool calls.