CrewAI
Role-based crews of agents.
Framework for assigning roles to multiple agents that share a task. Code-first, with a hosted option.
Provisional seed scores. Method seed-v0-provisional, confidence low, not hands-on tested. The band around a number is a ±8 display label, not a measured interval. Ordering uses the point estimate.
The dollar amount is not a score. Rankings do not read it.
API flag: seed says yes. MCP flag: not marked. These flags are notes, not an audit. Marked open source.
No public affiliate program was recorded for this tool in the Oct 14, 2026 research, or it was not checked. Absence of a program does not change any score.
We may earn a commission if a tracking link is connected and you buy through it. It never changes ranks. In this v1 seed, tracking URLs are empty, so “Open site” goes to the vendor. Sponsorship rules.
Agent framework · role rank 2
Role-based crews; quickest to a working multi-agent demo.
81
73–89 · low confidence
Agent framework · role rank 3
Role-based crews. Easier story, less control than a graph.
80
72–88 · low confidence
No release on file. That is not the same as stale.
No score revisions on file. These seed scores have not been through the pipeline.