apra-fleet
AI agents that write code, review each other's work, and coordinate across your machines
Apra Fleet is an open-source MCP server that pairs AI coding agents into doer-reviewer loops for higher quality code, and orchestrates them across machines via SSH when you need distributed power. It works with Claude Code, Gemini, Codex and other AI coding assistants. The built-in Project Manager skill enables structured multi-step workflows with planning, verification checkpoints, and progress tracking.
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- KKai PatelMay 22, 2026
Used for large-scale autonomous code generation projects, the fleet coordination is reliable
- SSutton KimMar 14, 2026
The cross-codebase awareness means agents do not make changes that conflict with other agents
- FFinley ClarkMar 8, 2026
The peer review model catches issues that single-agent code generation misses
- RRebel KimMar 7, 2026
Agents that write code and review each other across the whole codebase is fleet-level AI