AI Tool Atlas

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Escolha de 2 a 3 ferramentas de uma categoria. A seleção fica salva no endereço da página, então você pode favoritar ou compartilhar. Comparamos preços, plataformas, casos de uso e fatos verificados lado a lado.

OktoLabs (Okto Pulse, Nexus, Neuron) ×
Cursor ×
  • OktoLabs (Okto Pulse, Nexus, Neuron) ×
  • Cursor ×

Comparador · Programação

OktoLabs (Okto Pulse, Nexus, Neuron)Versão gratuitavsCursorA partir de $20/mo (Individual (Pro))
Preço inicialgrátis · A partir de $20/mo
Versão gratuitasim · sim
Planos documentados1 · 5
Plataformas2 · 1
Comparação de OktoLabs (Okto Pulse, Nexus, Neuron), Cursor
OktoLabs (Okto Pulse, Nexus, Neuron)
Visitar o site para OktoLabs (Okto Pulse, Nexus, Neuron) (abre em uma nova guia)
Cursor
Visitar o site para Cursor (abre em uma nova guia)
Categoria Programação Programação
Principais casos de uso
  • Turning feature requests into specs, acceptance criteria and agent-ready tasks
  • Coordinating several coding agents with explicit handoffs and ownership
  • Keeping architecture decisions queryable across agent sessions
  • Recording validation evidence so 'done' is traceable to requirements
  • Adding an independent review agent to an AI build workflow
  • Writing and refactoring code
  • Agent-driven feature work
  • Automated code review
  • Team development workflows
Ideal para Engineering teams building with multiple AI coding agents, Developers wanting traceable specs and evidence for agent work, Teams that need shared, cited project memory for agents Professional developers, Engineering teams, Enterprises needing admin controls
Plataformas Desktop, API Desktop
Modelo de preços — Freemium
Preços

See official pricing

Preços nos EUA não confirmados

Hobby: Free; Individual (Pro/Pro+/Ultra): from $20/mo; Teams: from $40/user/mo; Enterprise: custom.

Verificado em Sep 29, 2026. Preços oficiais ↗
Principais recursos
  • Spec-driven and test-driven workflow (ideation → refinement → spec → sprint → cards)
  • Local MCP endpoint for Claude Code, Cursor, Cline and other MCP agents
  • REST API and CLI documented in the docs site
  • Agent coordination bus with claims, handoffs and approvals (Nexus)
  • Knowledge graph memory with answers citing source notes (Neuron)
  • Embedded local-first graph database for Python (Okto Grafx)
  • Coding agent
  • Cloud agents and automations
  • Bugbot code review
  • MCPs, skills and hooks
  • CLI
  • Privacy mode
Prós
  • Free to run locally, no account required
  • Open source, published on PyPI and GitHub
  • Works with existing agents through MCP
  • Docker install and full API reference available
  • Free Hobby plan with no credit card required
  • Access to frontier models on paid plans
  • Team SSO and privacy mode on Teams
  • On-demand usage once included usage runs out
Limitações
  • Requires local installation (pip / Docker) and Python tooling
  • No hosted or web version offered
  • Early-stage software (Pulse at v0.2.6)
  • No pricing or support plans published
  • Free plan has limited agent requests
  • Usage beyond included amount is billed extra
  • Bugbot on Individual is usage-billed
  • Prices exclude taxes
Avaliações
Editorial
Not yet reviewed
Users
No user reviews yet
Editorial
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Users
No user reviews yet
Status da revisão Listed

Verificado em Oct 1, 2026

 Listed

Verificado em Sep 29, 2026