AgentIndex icon
AgentIndex
apra-fleet logo
apra-fleet
★ 105
vs
agent-fleet-o logo
agent-fleet-o
★ 76

apra-fleet vs agent-fleet-o

apra-fleet: 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.; agent-fleet-o: FleetQ is an open-source AI agent orchestration platform for building, running, and monitoring autonomous multi-agent systems. It features a visual DAG builder, human-in-the-loop approvals, MCP server integration, and full audit trail. Works with major LLM providers and supports self-hosted or cloud deployment.

01

TL;DR

apra-fleet logo
apra-fleetWorkflow Automation · ★ 105

Pair two local agents for code review on a single machine

Read apra-fleet full review →
agent-fleet-o logo
agent-fleet-oVision / Multimodal · ★ 76

Autonomous dev pipelines: agent opens PR, CI runs, reviewer agent approves, merges, and deploys

Read agent-fleet-o full review →
02

Side-by-Side Comparison

Field
apra-fleet logoapra-fleet
agent-fleet-o logoagent-fleet-o
Category
Workflow Automation
Vision / Multimodal
Stars
★ 105
★ 76
License
NOASSERTION
AGPL-3.0
Install Command
curl -fsSL https://github.com/Apra-Labs/apra-fleet/releases/latest/download/apra-fleet-installer-darwin-arm64 -o apra-fleet-installer && chmod +x apra-fleet-installer && ./apra-fleet-installer install
git clone https://github.com/escapeboy/agent-fleet-o.git && cd agent-fleet && make install
Updated
1d ago
3d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agentic-workflow, ai-agents, ai-coding
agent-orchestration, agentic-ai, ai-agents
03

Features

apra-fleet logoapra-fleet
01Doer-reviewer loops for two-agent code review
02Multi-machine orchestration via SSH
03Project Manager skill for structured multi-step workflows
04Support for multiple LLM providers (Claude, Gemini, Codex, Copilot)
05Secure credential store with out-of-band password entry
agent-fleet-o logoagent-fleet-o
01Visual DAG workflows with 8 node types
02Multi-agent crews with 7 process types
03Budget controls with credit ledger and pessimistic locking
04Agent evolution for self-improvement via LLM analysis
05MCP server with 450+ tools across 45 domains
04

Use Cases

apra-fleet logoapra-fleet
↳Pair two local agents for code review on a single machine
↳Distribute build, test, and development tasks across multiple machines
↳Automate remote operations like log analysis, patch distribution, and infrastructure management
agent-fleet-o logoagent-fleet-o
↳Autonomous dev pipelines: agent opens PR, CI runs, reviewer agent approves, merges, and deploys
↳Customer support triage: bug report widget triggers agent to extract reproduction steps and generate fixes
↳Multi-agent research: crew of Strategist, Researcher, and Writer with QA reviewer
FAQ

FAQ

What is the difference between apra-fleet and agent-fleet-o?
Both apra-fleet and agent-fleet-o are in the Workflow Automation category. apra-fleet has 105 stars, while agent-fleet-o has 76 stars.
Which is better, apra-fleet or agent-fleet-o?
The best choice depends on your use case. Choose apra-fleet if Pair two local agents for code review on a single machine, and agent-fleet-o if Autonomous dev pipelines: agent opens PR, CI runs, reviewer agent approves, merges, and deploys.
Is apra-fleet free or open source?
Yes, apra-fleet is open source on GitHub (NOASSERTION).
Is agent-fleet-o free or open source?
Yes, agent-fleet-o is open source on GitHub (AGPL-3.0).
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Related

Alternatives to apra-fleet →Alternatives to agent-fleet-o →apra-fleet details →agent-fleet-o details →