head to head/Developer Tools

MacroCyber vs Numonic

Neck and neck on boosts. Profiles, pricing and deals below.

MacroCyber

MacroCyber: map the AI attack surface you expose

community boosts

⚡ 0

pricing

Open source

what it is

MacroCyber maps your external attack surface in real time and is built for the AI era: it finds the exposures AI-built software leaks (databases left open, leaked AI and model keys, exposed MCP servers and agent endpoints, open vector stores) alongside the classic gaps (spoofable email, takeover-prone subdomains, missing headers, weak TLS). It reports only observable facts, proves every finding, and ranks what an attacker, increasingly an autonomous agent, reaches first.

Numonic

MCP Server Reference: Tools, Resources & Client Setup

community boosts

⚡ 0

pricing

Freemium

what it is

Connect AI agents to Numonic via Model Context Protocol (MCP). 66 tools across 13 domains, 5 resources, 5 guided prompts. Works with Claude, ChatGPT, Gemini, Codex, VS Code, Cursor, and custom agents.