Sniff is a Model Context Protocol (MCP) server: QA + a11y scanner: walks your running app's real user flows and reports what's broken. In practice that means any MCP-compatible AI assistant can call Sniff's tools directly — the model decides when to use them in a conversation or agent run.
No credentials are required — it works out of the box. The current release is v0.7.1, published under the Apache-2.0 license, with source at Aboudjem/sniff on GitHub.
Sniff is listed under Development on mcp.site and works with any MCP client — Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed and the rest of the ecosystem — using the install snippets below. If you maintain Sniff for Aboudjem, claim this listing to verify ownership, earn the Verified badge, and keep the details current.