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

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。

SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.

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

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

Visualize any GitHub repository’s architecture in seconds. Explore dependencies, blast radius, security issues, and code health with zero setup.

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

🧠 Universal AI-powered codebase brain - understand any codebase instantly

Intent-aware codebase intelligence for AI assistants. Scans codebases, builds layered semantic indexes with LLMs, and generates skill files (CLAUDE.md, .cursorrules) for instant project context.

🗒️ Manage your clipboard effortlessly with Memoria, featuring cleanup, favorites, search, and a sleek UI for quick access to your memos.