AIR Blackbox MCP Server

EU AI Act compliance scanning for Claude Desktop, Cursor, and any MCP-compatible client.

Unlike other compliance scanners that only report problems, AIR Blackbox also remediates — generating working code fixes, trust layer integrations, and full compliance reports.

10 Tools

Supported Frameworks

LangChain, CrewAI, AutoGen, OpenAI, Haystack, LlamaIndex, Semantic Kernel, and generic RAG pipelines.

Install

pip install air-blackbox-mcp

Claude Desktop Setup

Edit ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "air-blackbox": {
      "command": "python3",
      "args": ["-m", "air_blackbox_mcp"]
    }
  }
}

Restart Claude Desktop. The 10 tools will appear automatically.

Cursor Setup

Add to .cursor/mcp.json in your project:

{
  "mcpServers": {
    "air-blackbox": {
      "command": "python3",
      "args": ["-m", "air_blackbox_mcp"]
    }
  }
}

Usage Examples

In Claude Desktop or Cursor, just ask:

• "Scan this code for EU AI Act compliance"

• "Add a trust layer to this LangChain agent"

• "Check this text for prompt injection"

• "What does Article 12 require?"

• "Generate a compliance report for my project at ~/myproject"

• "Classify the risk level of send_email"

Optional: Deep Analysis with Ollama

For AI-powered analysis beyond regex patterns:

# Install Ollama
brew install ollama

# Pull the fine-tuned compliance model
ollama pull air-compliance-v2

# The analyze_with_model tool will automatically use it

What Makes This Different

Other MCP compliance tools only scan. AIR Blackbox:

1. Scans — 18+ regex patterns across 6 EU AI Act articles

2. Analyzes — local fine-tuned model catches what regex misses

3. Remediates — generates working code to fix findings

4. Verifies — checks for prompt injection with 15 weighted patterns

5. Classifies — maps tools to EU AI Act risk levels

6. Documents — produces full compliance reports

Links

• AIR Blackbox Scanner — the CLI scanner

• airblackbox.ai — project homepage

• EU AI Act — the regulation