Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.

Security scanner MCP server for AI coding agents. Prompt injection firewall, package hallucination detection (4.3M+ packages), 1000+ vulnerability rules with AST & taint analysis, auto-fix.

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

Vast.ai python and cli api client

An MCP server that provides seamless access to a user's Last.fm listening data and music information via AI assistants like Claude.