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AgentShelf vs Elpis

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

AgentShelf compared with Elpis
DetailAgentShelf logo AgentShelfElpis logo Elpis
What it doesAI operations platform for building, deploying, and governing specialized business agents without code Portable context for terminal coding agents
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelNot given Open source
PricingNot given Not given
Key features
  • No-code agent builder
  • Approved context and tools
  • Usage and cost governance
  • Website, workspace, and API deployment
  • Shared workflow library
  • AI Front Desk for websites
  • Public and private workspace boundaries
  • Context Ledger for curating admitted instructions, files and memory
  • Deterministic context admission before model processing
  • Workflows with Mother agent team design and checking
  • Love Spot drawing board with Matilda companion
  • Desktop app with theme customization
  • Support for GPT, Claude and Gemini models
  • Terminal and desktop app sharing state
  • Portable context for terminal coding agents
What makes it different
  • Complete workspace keeps agent instructions, context, tools, and controls together instead of scattered across platforms
  • Cost governance before AI spend becomes uncontrolled operating expense
  • Reusable agent patterns and workflows avoid rebuilding for every use case
  • Separates agent builders from operators so teams can create and control independently
  • Non-developers can build and manage agents without technical expertise
  • Deterministic context admission ensures agents see processed context before model receives it
  • Context Ledger provides transparent curation of agent inputs
  • Mother agent orchestrates multi-agent workflows with checking and merged results
  • Collaborative drawing interface with AI companion
Community votes00
DR (Domain Rating by Ahrefs)17 +1 (up) since last check7 no change since last check
Trust Flow (Majestic)20
Citation Flow (Majestic)2112
Referring domains (Majestic)206

3 details filled in for both companies.

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