MPM-Coding

Built for long-running AI coding workflows that need to survive context resets and avoid blind edits. Exposes AST-powered tools like code_search for symbol lookup, code_impact for analyzing call chains before making changes, and task_chain for breaking multi-step refactors into resumable checkpoints with gate validation. Uses tree-sitter indexing across 30+ languages to keep token usage low while maintaining precision. The memo and system_recall tools log why changes were made and retrieve past decisions across sessions. Install from releases, point your MCP client at the binary, run initialize_project to generate AST indexes and project rules, then let the AI orchestrate tool calls. Good for codebases where guessing file paths or skipping impact analysis leads to breakage.