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Our scoring framework evaluates tools on what actually matters for AI agents: token efficiency, programmatic access, autonomous auth, and 5 more criteria.

For AI agents, response size directly impacts cost and speed. A tool returning 50KB per API call is the 2026 equivalent of a 10-second page load.

We scanned 200 popular tools. The average AgentGrade is C+. Here is what we found and why most SaaS tools are not ready for AI agents.