AgentIndex icon
AgentIndex
BrowseAI-Dev logo
BrowseAI-Dev
★ 20
vs
Orkas logo
Orkas
★ 2.2k

BrowseAI-Dev vs Orkas

BrowseAI-Dev: BrowseAI Dev is a research infrastructure for AI agents that provides real-time web search, evidence extraction, verification, and structured citations. Every claim is backed by a URL and a confidence score. It features a multi-step verification pipeline, session memory, and enterprise search integration.; Orkas: Orkas is an open-source, local-first multi-agent desktop app. A Commander agent plans a goal and coordinates specialist agents, and can also drive external CLI agents such as Claude Code, Codex and OpenCode as local sessions. Conversations, files and API keys stay on your disk, and model calls go straight from your machine to the provider.

01

TL;DR

BrowseAI-Dev logo
BrowseAI-DevMulti-Agent · ★ 20

AI agents needing verified, citation-backed answers

Read BrowseAI-Dev full review →
Orkas logo
OrkasMulti-Agent · ★ 2.2k
When to choose:
  • You want a desktop app where one chat coordinates several agents, instead of writing orchestration code.
  • You already use Claude Code, Codex or OpenCode and want one place to dispatch work to them.
  • You want your data, keys and agents on your own disk, with your own model keys.
When to skip:
  • You only want a single all-purpose chatbot; the README itself says Orkas is not for that.
  • You want a code library to embed in your own app, or a fully hosted team: the README lists both as not a fit.
  • You need Linux packages today: it runs from source on glibc 2.34+ only.
Read Orkas full review →
02

Side-by-Side Comparison

Field
BrowseAI-Dev logoBrowseAI-Dev
Orkas logoOrkas
Category
Multi-Agent
Multi-Agent
Stars
★ 20
★ 2.2k
License
Apache-2.0
MIT
Install Command
pip install browseaidev
git clone https://github.com/Orkas-AI/Orkas.git && cd Orkas && ./run.sh
Updated
5d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-tools, ai-agent, anti-hallucination
agent-collaboration, agent-harness, agent-orchestration
03

Features

BrowseAI-Dev logoBrowseAI-Dev
01Real-time web search with evidence extraction and verification
02Structured citations with confidence scores per claim
03Multi-depth research modes (fast, thorough, deep)
04Persistent research sessions with memory recall
05Enterprise search integration (Elasticsearch, Confluence)
Orkas logoOrkas
01A Commander that plans a goal and dispatches it to specialist agents in parallel or in sequence; nine specialists ship with the app
02Drives external CLI agents (Claude Code, Codex, OpenCode, OpenClaw, Hermes-Agent) as local subprocesses from one chat
03Bring your own model keys: Claude, OpenAI, Gemini, DeepSeek, Kimi, GLM, Qwen and others, or a local OpenAI- or Anthropic-compatible endpoint
04Each agent keeps its own private skills and memory and improves through reflection after each task
05Local storage of conversations, files, knowledge bases and keys; macOS and Windows installers, Linux from source
04

Use Cases

BrowseAI-Dev logoBrowseAI-Dev
↳AI agents needing verified, citation-backed answers
↳Fact-checking and contradiction detection in research
↳Content creation with automatic source verification
Orkas logoOrkas
↳Turn one goal into research, a written report and a slide deck through a chain of specialist agents
↳Break a product spec into tasks and hand them to coding agents such as Claude Code or Codex
↳Chat with local documents and run data analysis without sending files to a vendor cloud
05

Best For

BrowseAI-Dev logoBrowseAI-Dev
—
Orkas logoOrkas
Trending
FAQ

FAQ

What is the difference between BrowseAI-Dev and Orkas?
Both BrowseAI-Dev and Orkas are in the Multi-Agent category. BrowseAI-Dev has 20 stars, while Orkas has 2.2k stars.
Which is better, BrowseAI-Dev or Orkas?
The best choice depends on your use case. Choose BrowseAI-Dev if AI agents needing verified, citation-backed answers, and Orkas if Turn one goal into research, a written report and a slide deck through a chain of specialist agents.
Is BrowseAI-Dev free or open source?
Yes, BrowseAI-Dev is open source on GitHub (Apache-2.0).
Is Orkas free or open source?
Yes, Orkas is open source on GitHub (MIT).
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Related

Alternatives to BrowseAI-Dev →Alternatives to Orkas →BrowseAI-Dev details →Orkas details →