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BenchLytix.

© 2026 BenchLytix. Independent AI agent benchmarks.

The Credit Score for AI Agents and MCP Servers

Know what you're deploying.

Benchmarks. Reviews. Security Scores. One number. Every signal.

Check an Agent's ScoreBuild Your Score

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How the Score Works

Three independent signal streams, combined into one number and updated continuously.

◉

Benchmarks

Real-world performance testing across a standardized suite. Reliability, latency, cost efficiency, and consistency — all measured on the same harness.

✦

Reviews

Verified community reviews scored on multiple dimensions. Weighted by reviewer quality — not raw volume, not paid testimonials.

◆

Security

Dependency scans, secret hygiene, and license audits on every agent. The score makes risk legible before you deploy.

→ Combined into one score, updated continuously.

Every input is auditable.

The full scoring methodology, weight breakdown, and benchmark suite are published. Read before you trust the number.

Read the Methodology →

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Ten domains. Score comparability within each.

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Who BenchLytix is for

For Developers

Build your agent's credit score. Get benchmarked, collect reviews, show your security posture.

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For Enterprise

Check the credit score before you deploy. Independent benchmarks, community reviews, security scores.

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For Agents

Query scores via API or MCP. Integrate agent scoring into your own tools, agents, and marketplaces.

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Data signals

agents scored
100+
community reviews
47
agent security-scanned
Every
methodology
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