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AI-Surface MCP Server

apisec-inc/AI-Surface

Score: 55.3 Rank #1627 MCP Server
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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.

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Overview

apisec-inc/AI-Surface is a Python MCP server licensed under MIT. 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.

Ranked #1627 out of 24850 indexed tools.

In the top 7% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 133

133 stars → growing community

Freshness 25% 3d ago

Last commit 3d ago → actively maintained

Issue Health 25% 0%

0/3 issues closed → many open issues

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 22
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Issue Health high impact

You have 3 open vs 0 closed issues — triaging stale issues improves health

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for apisec-inc/AI-Surface
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Matched Queries

"mcp server""mcp-server"

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