> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.ada.cx/2026-06-03-mcp-improvement-and-confirmation/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.ada.cx/_mcp/server.

# MCP: improvement guide, feedback tool, and propose_change confirmation

Updates to the MCP Server documentation and tools:

**`get_improvement_guide`** returns Ada's entity improvement guide — when to use articles, coaching, playbooks, and other entities, plus best practices for making suggestions. Call it before using [`propose_change`](/mcp/tools/propose-change).

**`send_feedback`** lets AI assistants send structured feedback directly to Ada's development team — for workflow gaps, tool quality issues, or missing capabilities.

**`propose_change`** now uses a three-phase flow: discover field schemas, preview the proposed change for user confirmation, then execute with `confirmed: true`.

Learn more in the [MCP Server documentation](/mcp/introduction/overview).