Overview

The copy-paste-risk-detector MCP server scans code snippets to identify copy-paste risks and gaps in understanding, helping developers spot problematic code reuse before it introduces bugs or technical debt. By analyzing pasted code, it flags duplicated logic, unfamiliar patterns, or shallow implementations that signal incomplete comprehension, enabling safer code integration.

Key Capabilities

analyze_code_snippet: Paste any code snippet to receive an instant analysis of copy-paste risks, such as duplicated logic from external sources, and understanding gaps like unhandled edge cases or misused APIs.
get_session_summary: Retrieve a consolidated summary of all code snippets analyzed in the current session, including risk scores and common issues across multiple pastes.
reset_session: Clear all session data to start fresh, removing previous analyses for new projects or privacy.

Development phase awareness: Detects code that references different SDLC phases (requirements, architecture, testing, deployment, etc.)

Use Cases

Stack Overflow Integration: A developer pastes a snippet from Stack Overflow into analyze_code_snippet to check if it fits their context; the tool highlights missing error handling, preventing runtime failures in production.
Pull Request Reviews: During code review, paste suspect functions via analyze_code_snippet to detect copy-pasted boilerplate with unadapted variables, then use get_session_summary to report patterns across the PR.
Refactoring Sessions: Analyze legacy code blocks one by one with analyze_code_snippet, track progress via get_session_summary, and reset_session between modules to isolate findings.
Onboarding New Hires: Junior devs paste tutorial code; the analysis reveals comprehension gaps, like overlooked dependencies, guiding targeted mentoring.

Who This Is For

Software developers, code reviewers, and technical leads working with inherited or rapidly developed codebases. Ideal for junior to mid-level engineers learning new languages or libraries, and seniors auditing for maintainability—no advanced setup required, just paste and analyze.