MCP Generator for Your API
Hey HN, Sagiv from liblab is here. We've been deep in the world of API tooling for years at liblab, primarily focusing on generating SDKs and documentation from OpenAPI specs. Recently, we kept running into a recurring frustration: connecting AI tools to existing APIs is way more complex than it should be. You start with a simple goal – let an LLM talk to your API – and suddenly you're neck-deep in spinning up infrastructure, wrestling with authentication, and writing a ton of custom glue code just to translate natural language into structured API calls. Then you have to maintain it all. To…
MCP Generator for Your API launched on June 25, 2025 with 17 votes, #898 of 7,999 launches that month and more than 90% of that year's launches. The site was not reachable when checked in September 2026.
In plain words
MCP Generator for Your API automatically creates Model Context Protocol servers from OpenAPI specifications, enabling large language models to connect directly to existing APIs. The tool eliminates manual infrastructure setup and authentication configuration by generating a fully functional, cloud-deployed server in seconds, or offering a local downloadable version. It is designed for developers who want to integrate their APIs with AI tools without writing custom integration code or maintaining complex glue logic.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
Hey HN, Sagiv from liblab is here. We've been deep in the world of API tooling for years at liblab, primarily focusing on generating SDKs and documentation from OpenAPI specs. Recently, we kept running into a recurring frustration: connecting AI tools to existing APIs is way more complex than it should be. You start…
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