$ loading_
Provides AI-assisted code explanation, debugging, review, and security audit workflows.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "24klabs-mcp" yet — see the docs or source repo.
Analyze this Python code's execution flow, key functions, input/output relationships, and explain potential performance issues in plain English: [paste code]
A structured code explanation with logic breakdown, module responsibilities, and performance improvement suggestions.
I hit an error while running this project. Use the code and error logs to identify the root cause, then provide actionable fixes and example changes: Error log: [paste log] Code: [paste code]
A root cause analysis, step-by-step fixes, and recommended code changes.
Perform a security audit on the following backend code. Focus on injection, authentication, sensitive data exposure, and dependency risks, then list issues by severity with remediation advice: [paste code or repo structure]
A severity-ranked list of security issues with remediation guidance and risk explanations.
Query Claude Code transcript analytics for cost, safety, audit, and efficiency insights.
Provide code review, fixes, testing, and refactoring help in Claude Code.
Get intelligent, context-aware code reviews and improvement suggestions with MCP.
Review code for security, quality, and performance issues with actionable suggestions.
Audit codebases for security issues with AST, call graph, and AI analysis.
Analyze codebase health and detect dead code, dependency, and architecture issues.