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Connect AI agents to Windows-first code analysis, editing, and diagnostics tools.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "ladder-mcp" yet — see the docs or source repo.
Use ladder-mcp to scan this Windows project, identify potential bugs, unused code, and structural improvements, then rank recommendations by priority.
A prioritized list of code issues and optimization recommendations for quick fixes.
Using ladder-mcp, replace the legacy logging function across the project with the new logging interface while preserving behavior, then summarize the changes.
Updated code results plus a summary of affected files and the changes made.
Use ladder-mcp to inspect why tool calls failed in the current session, and output diagnostics, reproduction clues, and recommended fixes.
A structured diagnostic report with root causes, troubleshooting clues, and suggested fixes.
Use Kimi Code tools for files, shell, web, and agent workflows.
Enable AI code navigation and editing across languages through LSP-backed tools.
Help Claude Code use Kimi for code review, debugging, and architecture evaluation.
Explore a local codebase read-only and answer questions with file-line citations.
Give AI coding agents filesystem, Git, database, and compute tools via MCP.
Connect AI coding assistants to OpenRouter for queries, file analysis, and batch tasks.