Persistent Intelligence Infrastructure for AI Agents
-
Updated
Dec 23, 2025 - Rust
Persistent Intelligence Infrastructure for AI Agents
SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.
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。
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.
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.
🧠 Universal AI-powered codebase brain - understand any codebase instantly
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.
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.
Add a description, image, and links to the codebase-intelligence topic page so that developers can more easily learn about it.
To associate your repository with the codebase-intelligence topic, visit your repo's landing page and select "manage topics."