30,424 servers. Updated 2026-10-13 18:15

"Semantic Scholar" matching MCP connectors:

xmp4 — Semantic code knowledge for your stack A
ai.example4
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.
Code Analysis Developer Tools Software Architecture
1621
HefestoAI A
io.github.artvepa80
Pre-commit code quality guardian. Detects semantic drift in AI-generated code.
Code Analysis Testing & QA Tools Developer Tools
421
AARF Utility Network A
aws.on.us-east-1.lambda-url.i3p3mgbsn54dvlivnk6wbumal40eqtsn
Paid AI utility APIs for semantic web comparison, migration safety, code verification, document extraction, security analysis, monitoring, accessibility auditing, and citation research. Accessible through MCP with x402 payments on Base mainnet.
AI & Machine Learning Code Analysis Security
151
ContextStream MCP ServerOAuth
io.github.contextstream
Project memory, semantic code search, and grounded agent context.
Knowledge & Memory Code Analysis RAG Systems
144
Indicate AOAuth unavailable
io.github.indicateio
AI-powered intelligence for your development workflow via Indicate.
Developer Tools Code Analysis
2
Maguyva
ai.maguyva
Code intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages.
Code Analysis Coding Agents
23