Find and govern AI attack surfaces in application code, at PR time and inside your AI coding tool (MCP server, Claude Code hook). Free, OSS, runs offline.
Last commit October 8, 2026, 33 days ago.
136 GitHub stars and 0 Honeystax upvotes. Copy the install, test the workflow, then decide if it earns a permanent slot.
You can test this quickly and remove it cleanly if it misses.
Starts at 6. Added: last commit 33 days ago +7, GitHub health not measured +10, no security policy +8, no contributing guide +4, no code of conduct +3.
AI Agent
Multiple
Model
Multiple
Fastest way to find out if AI-Surface belongs in your setup.
Copy the install command, run a real test, and back it out cleanly if it slows you down.
claude mcp add ai-surface -- npx ai-surfaceRun this first. You will know quickly if the workflow earns a permanent slot.
claude mcp remove ai-surfaceNo messy cleanup loop. If it misses, remove it and keep moving.
Install Location
~/ └─ .claude.json └─ mcp_servers/ └─ ai-surface ← registers here
AI-Surface is listed on Honeystax as a MCP Server for Multiple, since October 8, 2026. Its code is at github.com/apisec-inc/AI-Surface, with 136 GitHub stars. Last commit October 8, 2026, 33 days ago.
Source: GitHub repository
Source check: October 12, 2026
Upstream commit: October 8, 2026
Repository state: Not marked archived
Honeystax upvotes are community interest signals, not star ratings. GitHub stars and repository health are source measurements; editorial risk and trial-cost notes are Honeystax analysis.