Skip to content
Sign in Submit your app

Clef vs ActOnce Spend Gateway

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

Clef compared with ActOnce Spend Gateway
DetailClef logo ClefActOnce Spend Gateway logo ActOnce Spend Gateway
What it doesAI image sorter that categorizes photos automatically Policy-driven spending controls for AI agents
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Freemium
Pricing3 free runs (no sign-up required), then $9 for 20 runs that work in the image sorter, playground, and image checker Free: $0/month (open source, self-hosted). Pro: $24/month with hosted dashboard, 3 agents, 1,000 spend checks/month. Team: $99/month with 10 agents, 10,000 checks/month, team approvals. Business: $299/month with unlimited agents and checks.
Key features
  • Custom category definition with 2-8 categories per sort
  • Processes up to 100 images per batch
  • Confidence threshold adjustment for auto-sort
  • Probability score for each categorization
  • Manual review workflow for uncertain images
  • ZIP export with organized folders and CSV report
  • Clef-Flash, Clef-omni, and Clef model support
  • No sign-up required for free trial
  • Input data never stored
  • Real-time example gallery with actual AI results
  • Policy Engine with YAML configuration for amount limits, merchant allowlists, category blocks, business hours, and duplicate windows
  • Duplicate Detection using SQLite to prevent the same purchase twice within a configurable time window
  • Human-in-the-Loop approval with Telegram alerts and dashboard queue for purchases exceeding threshold
  • MCP-Native integration for OpenClaw, Hermes, and any MCP-compatible agent
  • Zero Credential Exposure with no access to cards, tokens, or Stripe credentials
  • Local-first architecture with all policy files, logs, and databases stored on your machine
  • Dry-run and simulation mode for testing policies before deployment
What makes it different
  • Reviews only uncertain images, not every result
  • Works on any categories you define yourself
  • Provides probability scores with every categorization
  • Real example results showing actual AI output
  • Policy-driven rules that the agent cannot override, unlike prompt-based guardrails
  • Zero credential exposure means the gateway never sees payment cards or API keys
  • Duplicate detection with SQLite prevents duplicate purchases within a configurable time window
  • Native MCP integration works out of the box with OpenClaw, Hermes, Claude Code, and Cursor
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check23 +1 (up) since last check
Trust Flow (Majestic)16
Citation Flow (Majestic)1919
Referring domains (Majestic)212

5 details filled in for both companies.

More alternatives to Clef More alternatives to ActOnce Spend Gateway

Get help