io.github.4hmetuyar/ai-code-scanner

guardbee-ai-code-scanner

Is the io.github.4hmetuyar/ai-code-scanner MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.

Scans code for insecure LLM/AI integration: exposed keys, unsafe output, prompt injection

alive probed 2026-11-14 · unchanged since 2026-10-31

4tools

775tokens in Claude Opus 5.5

0.4 %of Claude's 200k window

0.3×the median server

257 msto initialize

6 msto list tools

Run it: npx -y @guardbee/mcp-ai-code-scanner@0.3.2 (stdio, probed in a container with the network off)
Host: npmjs.com
Reports itself as: guardbee-ai-code-scanner 0.1.0
Capabilities: tools
Instructions: none
Of a 1M window: <0.1 % of a 1M context window
Count: 775 tokens in Claude Opus 5.5, exact, measured 2026-10-17. With the Claude Code prefix mcp__…__ on each tool name: 827. The o200k_base estimate is 435. Counted again when the tool definitions change. Method.
Repository: https://github.com/GuardBee/guardbee-mcp
Registry: active, updated 2026-09-28 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.78×.

Tool	≈ Claude tokens	o200k estimate	Share of this server
scan_directory	335	188	43 %
scan_text	203	114	26 %
scan_file	121	68	16 %
list_patterns	116	65	15 %

Other registry entries on npmjs.com, the ones next to this name; all of them.

Servers that mention scanner.

The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.

Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.