Connect the tools your team already works in

skaftorAI meets your stack where it is — source control, coding agents, planning tools, docs, and cloud — and keeps the pipeline grounded in all of it.

01

Source control and coding agents

Connect GitHub for repositories, pull requests, and repo intelligence. Drive Cursor and Claude Code as execution agents over MCP, with an execution manifest for every run so agents start inside the right workspace.

  • GitHub — repositories, automated pull requests, webhooks
  • Cursor and Claude Code — orchestrated over MCP
  • MCP — the protocol that carries execution context to agents
02

Planning, docs, and knowledge

Bring the intent that already exists. skaftorAI ingests from Notion, Jira, Linear, and Confluence, so requirements and memory are built from the work your team already tracks instead of a fresh silo.

  • Notion and Confluence — product docs and knowledge
  • Jira and Linear — issues and delivery tracking
  • Ingested into requirements and organizational memory
03

Cloud and collaboration

Connect Google Cloud with keyless federation — no long-lived secrets to store — and keep the team in the loop through Slack. The pipeline stays connected end to end, from the doc to the deploy.

  • Google Cloud — keyless connect via workload identity federation
  • Slack — notifications and team collaboration
  • One governed pipeline across every connected tool

Build with memory.

Turn intent into architecture, work, and shipped code — in one governed pipeline your team approves at every step.