Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local Plugin/Skill or MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, cross-project/repo & branch-aware search, and DB/API/infra knowledge. Benchmark: 61% less tokens, 84% fewer calls, 37x faster than AI grep. Cloud in private beta.

Codebase intelligence for TypeScript and JavaScript. Free static layer: unused code, duplication, circular deps, complexity hotspots, architecture boundaries. Optional paid runtime layer: hot-path review and cold-path deletion evidence from real production traffic. Rust-native, sub-second, 90 framework plugins.

SDL-MCP gives coding agents the right code context, not your entire repo. It turns sprawling codebases into compact, high-signal context that saves tokens, speeds up workflows, and improves agent output.

Persistent Intelligence Infrastructure for AI Agents

AI-native codebase intelligence skills — generate persistent .nexus-map/ knowledge bases and instantly query file structure, dependency graphs, and change impact. Built for Copilot, Cursor, and any tool-calling LLM. 面向 AI 编程助手的代码库感知技能——生成持久化知识图谱，精准查询文件结构、依赖关系与改动影响半径。

Agent skills for fallow, codebase intelligence for JavaScript and TypeScript. Teaches AI agents how to find unused code, duplication, circular deps, complexity hotspots, architecture drift, and (with Fallow Runtime) hot-path and cold-path evidence. Works with Claude Code, Cursor, Codex, Gemini CLI, and 30+ agents.

Structural Memory Protocol (SMP) — live structural code graph for scalable, safe AI agents.

CLI-first TypeScript codebase analysis with hotspots, impact, dead-export detection, and architecture metrics. Includes optional MCP server for AI agents.

Open source infrastructure package for SnapBack

VS Code extension for file protection and snapshots

Open source sdk package for SnapBack

Open source contracts package for SnapBack

Open source config package for SnapBack

Open source events package for SnapBack

🧢 SnapBack CLI - AI-aware code protection for the command line

Open-source project awareness engine for AI coding tools via compressed codebase context, MCP, and editor integrations.

AI-powered code analysis via Model Context Protocol

Service-Oriented Protocol Router: A token-efficient alternative to multi-agent architectures for AI tool systems

Deterministic codebase intelligence for AI coding tools. 13 MCP tools for Claude Code, Cursor and any MCP client.

Evidence-backed codebase intelligence: architecture, dependency flow, IO boundaries (attack surface), security findings, remediation plan — delivered as Markdown reports.