"Understanding Integrated Knowledge Graphs" matching MCP connectors:

Codebase graphs, caller impact analysis, and recorded project context for AI coding agents.

Repository knowledge graph MCP server for codebase understanding and debugging.

Dev-registry data: npm/PyPI/Docker/VS Code packages, dep graphs, vulns, 50+ ecosystems.

xmp4 — Semantic code knowledge for your stackA

ai.example4

OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.

Ask a codebase what calls what: search, blast radius, paths between symbols, and diffs.

MCP server for understanding Javascript internals from ECMAScript specification.

XRay-VisionOAuth

com.emtailabs

AI-powered codebase analysis — call graphs, security, dead code, complexity. 150+ tools.