JSPM

Semantic duplicate pattern detection for AI-generated code - finds similar implementations that waste AI context tokens

Detects consistency issues in naming, patterns, and architecture that confuse AI models

Pre-maps your codebase architecture, conventions, and team memory so AI agents navigate with precision instead of exploring. Local-first MCP server with AST-backed hybrid search.

ContextKit - Context Engineering for AI Development. Provide rich context to AI through structured MD files with standards, code guides, and documentation. Works with Cursor, Claude, Aider, VS Code Copilot, and more.

Pattern Store MCP for Cracked Jacked Claude - Stores and retrieves code patterns, conventions, and learnings

MCP server for codebase intelligence — patterns, conventions, architecture, and rationale for AI coding agents