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Melaya vs IKKF

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Melaya compared with IKKF
DetailMelaya logo MelayaIKKF logo IKKF
What it doesPlatform to build and run AI agents across tools, browser, and Android phone with human approval on every action Knowledge Engine that distills experience into sovereign, reusable skills for AI agents
StageMVP Not given
Founded2026 Not given
Based inUS Not given
Pricing modelFreemium Freemium
PricingSandbox free, Outpost $20/month, Forge $49/month ($469/year with 20% discount), Bastion $129/month ($1,239/year with 20% discount), Citadel starts at $490/month for enterprise IKKF CLI: free forever, no license required. IKKF for macOS: $9.99 one-off purchase.
Key features
  • Visual builder for multi-agent workflows
  • Support for 8,446+ tools across web, code, data, and operations
  • 111+ subagent templates with 16 prebuilt crews
  • Device Control for Android app automation
  • Browser Control for web automation
  • Human-in-the-loop approval on every consequential action
  • Support for multiple AI models including Claude, GPT, Gemini, and local models
  • MCP Server integration with Claude, ChatGPT, and Cursor
  • Full replay and audit logs for every run
  • Per-workflow RAG with vector and static context
  • Seven-phase execution protocol
  • Synthesis Gate ensures expertise is distilled before task completion
  • Universal AI provider support
  • Local-first operation with no cloud or telemetry
  • Work decomposed into 10-15 minute chunks
  • Plain-text skill files you can read and audit
  • Real deliverables written to your workspace
  • Skill library and synthesis
  • Two execution modes: Light and Full
  • Resume and restore interrupted tasks
What makes it different
  • Human approval on every consequential action enforced by platform
  • No API integrations needed for Android and web automation
  • Ownership of all skills—your expertise stays yours, not locked in opaque third-party systems
  • Synthesis Gate forces real learning and skill building alongside task completion
  • Free CLI forever with no license, key, or machine-lock
  • Local-first privacy—no cloud, no telemetry, full control
  • Works with any AI agent—one protocol, instant provider swaps
Community votes00
DR (Domain Rating by Ahrefs)28 +1 (up) since last check4 −1 (down) since last check
Trust Flow (Majestic)214
Citation Flow (Majestic)2718
Referring domains (Majestic)1217

5 details filled in for both companies.

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