AI-Surface MCP server
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.
What AI-Surface does
Summarised from the project README; check the repository for the latest details.
Features
- Runtime telemetry or behavior monitoring. Use tools like Helicone, LangSmith, Arize, or Phoenix.
- Runtime exploit validation. `ai-surface` maps and audits statically; it does not prove exploitability against a running app (see Runtime validation).
- Prompt injection, jailbreak, bias, or accuracy testing. Out of scope by design. `ai-surface` is a structural analyzer, not a model evaluator.
- Secret-value reads or PII classification. Secrets are reported by name and type only, with values redacted. Use a dedicated secret scanner for value-level coverage.
Repository: apisec-inc/AI-Surface
Website: https://apisec.ai
Stars: ★136
Language: Python
Last updated: 2026-10-08
ai-agentsai-bomai-codingai-governanceai-securityappsecattack-surfaceclaude-codecursordevopsdevsecopsgithub-actionllmllm-securitymcpmcp-servermodel-context-protocolowaspsecurity-scannerstatic-analysis
Website: https://apisec.ai
Stars: ★136
Language: Python
Last updated: 2026-10-08
ai-agentsai-bomai-codingai-governanceai-securityappsecattack-surfaceclaude-codecursordevopsdevsecopsgithub-actionllmllm-securitymcpmcp-servermodel-context-protocolowaspsecurity-scannerstatic-analysis
How to install AI-Surface
No install config was found in this README. See the repository for setup steps, then follow our guides for Claude Desktop, Cursor or VS Code.
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