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Reduce technical debt by removing ambiguity, dead code, and risky dependencies.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "spiker-mcp" yet — see the docs or source repo.
Scan this repository’s core modules, identify ambiguous logic, unused code, and overly coupled dependencies, then output a prioritized remediation list by risk.
A risk-ranked technical debt report with locations, causes, and recommended fixes.
Based on the current service code, propose a phased refactoring plan focused on reducing implicit behavior and isolating external dependencies, and explain how to validate each step.
An actionable refactoring roadmap with phase goals, change recommendations, and validation steps.
Inspect the project for unreferenced functions, deprecated modules, and unnecessary dependencies, list removable items, and assess the likely impact of removal.
A cleanup recommendation for dead code and redundant dependencies, including impact assessment and cautions.
Build, compile, test, and simulate complete ik firmware for 8-bit AVR.
Automate GitHub issue fixing, testing, PR creation, and production promotion.
Connect to Jupyter via MCP to run code and explore data interactively.
Publish, author, and reuse AI tools and skills via MCP and REST.
Scaffold and manage MCP-compatible server projects with environments and tooling.
Build and integrate MCP servers quickly with TypeScript.