mcp-probe-kit

The MCP Probe Kit is a powerful Model Context Protocol server offering 40 practical tools that enhance code quality, development efficiency, and project management while streamlining the skills documentation process.

[{"step":"Install and configure the MCP Probe Kit server in your development environment. Ensure it has access to your project's root directory and all necessary dependencies (e.g., linters, security scanners).","action":"Run `pip install mcp-probe-kit` and initialize with `mcp-probe-kit --init --project-path /path/to/your/project`","tip":"For Dockerized projects, mount your project directory as a volume and run the probe kit container with the same user permissions as your development environment."},{"step":"Define the scope of analysis by specifying the programming language, critical file paths, or modules you want to focus on. Use the prompt template to customize the output format and priorities.","action":"Replace [PROJECT_NAME], [LANGUAGE], and other placeholders in the prompt template with your specific requirements.","tip":"For large projects, break the analysis into smaller chunks (e.g., by microservice or module) to avoid timeouts and improve focus."},{"step":"Execute the analysis using the configured prompt. Review the generated report for critical issues first, then address lower-priority findings.","action":"Paste the customized prompt into your AI assistant (e.g., Claude Code) and run it. Save the output to a file for later reference.","tip":"Use the `--output-format json` flag if you plan to integrate the results with other tools like Mode for visualization."},{"step":"Integrate the probe kit into your CI/CD pipeline to run automated checks on every pull request. Configure thresholds for blocking builds based on critical findings.","action":"Add a step in your GitHub Actions or GitLab CI workflow to run `mcp-probe-kit --ci-mode --fail-on=critical` before merging.","tip":"Set up a dashboard in Mode to track trends in code quality metrics over time, correlating them with deployment frequency and bug reports."},{"step":"Schedule regular deep-dive sessions (e.g., monthly) to review the full report and plan refactoring efforts. Use the probe kit's findings to prioritize technical debt reduction.","action":"Create a recurring task in your project management tool (e.g., Jira) to review the probe kit report and assign refactoring tickets based on the priority action plan.","tip":"Combine the probe kit's output with Mode to create visualizations showing the impact of refactoring efforts on performance and maintainability."}]