Understand any codebase instantly. System intelligence for codebases, built for humans and AI.

Permanent code intelligence layer. Learns what matters, expires what changed, proves what existed. Content-addressed graph with Merkle proofs, 25 extractors, 23 MCP tools. Gets smarter with use.

CodeGrok MCP is a Model Context Protocol (MCP) server that enables AI assistants to intelligently search and understand codebases using semantic embeddings and Tree-sitter parsing.

Drift-aware code memory for AI agents

Hermes Agent plugin — private local code memory for your repos (semantic search, file reads, grounded Q&A)

Runtime behavior memory for AI-generated code — captures intent, execution traces, and failures via MCP, then returns repair briefs so agents stop guessing.

Self-evolving code & knowledge graph memory engine (SAGE + CodeGraph) — Kuzu + tree-sitter, multi-hop queries across code, specs & decisions. Pluggable adapters, MIT.

oxc-backed semantic indexing engine for JavaScript/TypeScript

CodeMemory X — The Memory Layer of Software Development. A VS Code extension that preserves code context, decisions, changes, and development history.

Git-native decision memory for AI coding agents.

🧠 让你的项目长出脑子！基于人脑记忆机制的Trae AI持久记忆技能，自动记录项目知识、错误经验、解决方案，实现跨会话长期记忆，让AI助手越用越懂你。

Persistent memory for AI coding - semantic search, git history, and intelligent context preservation