The local-first, read-only server gives compatible coding assistants access to version-correct library documentation, a repository code map, and offline drift information through the Model Context Protocol.
Vibgrate AI Context is now listed in the official Model Context Protocol (MCP) Registry as com.vibgrate/ai-context.
The local-first, read-only server gives compatible coding assistants access to version-correct library documentation, a repository code map, and offline drift information through MCP. It runs on the developer's machine over the working tree, requires no account, and reduces repeated repository searching by letting the assistant discover relevant code through the map.
Vibgrate is a software intelligence platform that helps teams find aging dependencies, assess security exposure, and plan modernization. Its free CLI maps codebases and produces DriftScore, a transparent measure of dependency, framework, and runtime drift. Vibgrate Cloud adds portfolio visibility, governance workflows, and verifiable evidence for security and regulatory decisions. Vibgrate Evidence preserves version-specific component and release records so teams can reproduce historical exposure findings. Vibgrate AI Context gives coding agents version-matched documentation and precise repository context while reducing unnecessary token use. Vibgrate publishes its scoring methodology openly, allowing researchers to inspect the evidence, assumptions, and formulas behind its results.
Vibgrate helps software teams find aging dependencies, assess security exposure, and plan modernization using verifiable evidence produced by its free code-scanning CLI and cloud platform.
Vibgrate is a code drift intelligence platform for software teams. Its free CLI maps a codebase and identifies drift across dependencies, frameworks, and runtimes. Vibgrate Cloud turns the same scan data into portfolio visibility, governance workflows, security prioritization, and verifiable evidence for modernization decisions, regulatory reporting, and ongoing software assurance.
Peter Chapman, Founder · press@vibgrate.com