How AI Actually Calls an API? Tool Calling Explained from Scratch

Description and use

How AI Actually Calls an API? This project demystifies tool calling from scratch, enabling AI assistants to interact with real services via a standardized protocol. Begin with a small proof‑of‑concept, reviewing the README and dependencies to ensure maintenance and updates. It’s production‑ready for prototypes and internal workflows, though license and stability checks are advised before full deployment.

Use in a workflow

How AI Actually Calls an API? Tool Calling Explained from Scratch helps connect AI assistants to real tools and data through a standard protocol.

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Limitations and review notes

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.