If you need a Agents tool right now, our caveat-laden pick is awslabs/agentcore-samples (velocity score 3.8/10). Score 3.8/10 — momentum has cooled. Look elsewhere unless you've already integrated. Other tools worth a look: Significant-Gravitas/AutoGPT, agentscope-ai/agentscope-java, GoogleCloudPlatform/generative-ai. Rankings update daily — see the full top 10 below.
awslabs/agentcore-samples. Beam ranks Agents tools at 3.8/10 velocity. Score 3.8/10 — momentum has cooled. Look elsewhere unless you've already integrated.
Beyond google/adk-samples, the next four highest-velocity Agents tools beam tracks are Significant-Gravitas/AutoGPT, agentscope-ai/agentscope-java, GoogleCloudPlatform/generative-ai, nexu-io/open-design. Open any tool's profile for the full signal breakdown.
Beam fuses five orthogonal signals into a single velocity score: code activity, package adoption, research citation, sentiment, and production signals. The score multiplies across signals, so any one signal collapsing pulls the whole score down — that's how beam catches stars-up-commits-down decay. Full methodology at /about/methodology.
See the live status check at /tools/471/status for the direct-answer verdict, last-commit timestamp, and 90-day velocity chart. Beam refreshes daily.
