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Analyze codebases with metrics, thresholds, and quality checks for faster reviews.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "Scopewalker MCP" yet — see the docs or source repo.
Scan this codebase and report total lines, lines per directory, function counts, average function length, and any files or functions exceeding thresholds.
A codebase overview report with size metrics, flagged outliers, and priority quality issues to review.
Identify functions that are too long, overly complex, or hard to maintain, rank them by risk, and explain why.
A ranked list of high-risk functions with key metrics, risk explanations, and refactoring priorities.
Check files touched by the current changes against preset thresholds and determine whether line growth, oversized functions, or obvious quality regressions exist.
A pre-commit review result showing pass/fail status, reasons for failure, and files that need changes.
Analyze codebases with semantic search, dependency insights, and natural language Q&A.
Analyze local code quality, review diffs, and score whole projects.
Query a local repo index for deterministic code search and analysis.
Analyze, match, and transform code structures across multiple programming languages.
Analyze code structure and Git history while drastically reducing AI token usage.
Scan codebases for LLM usage, AI frameworks, and exposed secrets.