MPM-Coding

halflifezyf2680/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.

GitHub stars

15

tools

11

transport

STDIO

last updated

Mar 4, 2026

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"那个函数在哪来着？"               → 猜文件路径
"我觉得这样改应该没问题"            → 不做影响分析
12 步的任务跑到第 7 步挂了         → 没有检查点，无法续传
"上周为什么改这个？"               → 谁都说不清