Errors carry stable codes and structured detail rather than prose, and the catalog of failures is documented. Determines whether an integrator can handle failure automatically.
6 API providers on the APIs.io network offer structured error handling. The highest-rated are Zapier, Microsoft Power Automate, Amazon Step Functions, AWS Step Functions, PolyAPI.
Providers
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Every feature here is available over the APIs.io API and to AI agents over MCP. Features is not yet its own endpoint on the v1 API. Reach it through catalog search and the tag graph, or the MCP server.
MCP server
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https://apis.io/mcp
Tools for features
3 MCP tools reach this
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.
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