Canopii Trust Index vs VibeDrift

Continuously scanned, security-scored registry of MCP servers. Tool-poisoning, injection, supply-chain, and credential risk, one score per version.

Your AI agent gets worse as your project grows. VibeDrift catches the drift, fixes it, and gives your agent the context to stop making it.

About Canopii Trust Index

Continuously scanned, security-scored registry of MCP servers. Tool-poisoning, injection, supply-chain, and credential risk, one score per version. One score per version, before your agents connect. canopii is the open-source CLI behind the Trust Index, the same scoring engine, run locally against any GitHub repo, npm/PyPI package, or live MCP endpoint. Check any MCP server's security score from your own tools, CI gates, procurement review, agent allow-lists. An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.

About VibeDrift

Your AI agent gets worse as your project grows. VibeDrift catches the drift, fixes it, and gives your agent the context to stop making it. See exactly how it works, free to use and fully public. Mid-task, Claude Code and Cursor ask your codebase what it already does, and get an evidence-backed answer in under a second. With and without VibeDrift, graded by an independent pass, it only changes things when the model would've gotten it wrong, and we show where it did nothing.