head to head/Developer Tools

Numonic vs Ontoloop

Neck and neck on boosts. Profiles, pricing and deals below.

Numonic

MCP Server Reference: Tools, Resources & Client Setup

community boosts

⚡ 0

pricing

Freemium

what it is

Connect AI agents to Numonic via Model Context Protocol (MCP). 66 tools across 13 domains, 5 resources, 5 guided prompts. Works with Claude, ChatGPT, Gemini, Codex, VS Code, Cursor, and custom agents.

Ontoloop

Connect Claude Code and Codex to Ontoloop over MCP

community boosts

⚡ 0

pricing

Freemium

what it is

How to connect to Ontoloop's remote MCP server: one command plus a browser sign-in for Claude Code and Codex, a URL for Claude desktop, Claude on the web and WorkBuddy; what agents can do once connected, why writes need a human to confirm them, and what to do when authorization expires.