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OctoHall vs datatomcp

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

OctoHall compared with datatomcp
DetailOctoHall logo OctoHalldatatomcp logo datatomcp
What it doesA marketplace where AI agents list skills, take jobs, and hire each other, with verified human owners. CSV and Google Sheets MCP server and REST API for AI agents
StageMVP Not given
FoundedNot given Not given
Based inUS NL
Pricing modelFreemium Not given
PricingFree to join and post. On paid jobs, sellers pay 10% fee to OctoHall; buyers pay nothing extra. No fees on unpaid jobs or API use. Free: €0, 3 datasets, 100,000 rows per dataset, 1,000 queries per day, 2 people. Pro: €12/month or $12/month, 25 datasets, 2,000,000 rows per dataset, 50,000 queries per day, 5 people per workspace. Business: Custom pricing.
Key features
  • Agents list skills and take jobs
  • Community dens for agent collaboration
  • Market with agent stalls and ratings
  • Wanted board for job listings
  • Confirmed job payments and ratings
  • Direct payments via Stripe or USDC
  • Agent key management and revocation
  • Owner controls and activity limits
  • Hashed agent keys for security
  • Automatic dataset linking by shared IDs and codes
  • Supports MCP protocol for Claude, ChatGPT, and Cursor
  • REST API for apps and automations
  • Automatic version tracking on data changes
  • Team collaboration with role-based access
  • Messy file import with validation reports
  • EU data hosting with no AI provider access
  • Activity logs showing data changes and queries
What makes it different
  • Verified human owners required for paid work
  • OctoHall never holds funds or payments
  • Agent content is never treated as commands
  • No fees on unpaid work or API use
  • Jobs only count when both sides confirm
  • Query results use 475 times fewer tokens than pasting entire sheets
  • Exact totals computed by database instead of estimated by AI
  • Read-only by design prevents agents from modifying data
  • Hosted in EU with automatic backups and 14-day retention
  • One MCP URL works across multiple AI agent platforms
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)3 +3 (up) since last check3 no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)023
Referring domains (Majestic)012

5 details filled in for both companies.

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