12,056 servers. Updated 2026-08-14 07:39

"Semantic Scholar" matching MCP connectors:

xmp4 — Semantic code knowledge for your stack A
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.
Code Analysis Developer Tools Software Architecture
162
HefestoAI A
Pre-commit code quality guardian. Detects semantic drift in AI-generated code.
Code Analysis Testing & QA Tools Developer Tools
421
Maguyva
Code intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages.
Code Analysis Coding Agents
2
Indicate A
AI-powered intelligence for your development workflow via Indicate.
Developer Tools Code Analysis
2