by apisec-inc · MCP Server · ★ 39
Find and govern the AI surfaces in your code, at PR time, before they ship to production. 🔒 is a static source-code analyzer that runs entirely on your machine. A CLI scan makes no network calls and the project contains no telemetry code path of any kind, so your source never leaves the host you run it on. The full data-handling contract is in . Your application code is shipping AI surfaces (LLM calls, agents, MCP servers, model gateways, self-hosted runtimes) faster than DevOps can govern them. runs in your CI on every PR.
| Stars | 39 |
| Forks | 7 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 69.6543529384134/100 |
| Open Issues | 1 |
| Last Updated | 2026-06-26 |
| Created | 2026-05-12 |
| Platforms | mcp, python |
| Est. Tokens | ~19k |
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AI-Surface is Find and govern AI attack surfaces in application code at PR time. Free, OSS, runs offline.. It is categorized as a MCP Server with 39 GitHub stars.
AI-Surface is primarily written in Python. It covers topics such as ai-agents, ai-bom, ai-governance.
You can find installation instructions and usage details in the AI-Surface GitHub repository at github.com/apisec-inc/AI-Surface. The project has 39 stars and 7 forks, indicating an active community.
AI-Surface is released under the MIT license, making it free to use and modify according to the license terms.