I was having issues with the Google Cloud Secrets manager SDK so I asked Cursor to remove it and replace it with fetch against the rest api and it one shotted a fully working solution to the thing that’s not been working with the sDK for me for like 2 hours
If you have a good source of truth, fetch is all you need.
This is why I made openapisearch.com - a way to get this source of truth more easily.
sam@samgoodwin89
@EastlondonDev 💯 “fetch is all you need”
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Jan Wilmake@janwilmake·Mar 22, 2025
I think people aren't getting it yet
- The GitHub OpenAPI is a source of truth to use their entire API but it's 10MB (± 2 million tokens) - The SLOP summary of that is ±30k tokens!!! oapis.org/slop/github
OpenAPI Search allows easy access to the perfect source of truth for LLM Codegen
Jan Wilmake@janwilmake
If you have a good source of truth, fetch is all you need.
This is why I made https://t.co/sheSeD6AUB - a way to get this source of truth more easily.
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Jan Wilmake@janwilmake·Mar 22, 2025
OpenAPI --> Simple Language Open Protocol (a.k.a. SLOP)
- let your LLM understand ANY API - reduce millions of tokens to thousands (e.g. githubs openapi is 2M tokens, becomes 30k tokens) - easily find the APIs of platforms you're looking for. Support for Google, AWS, Cloudflare, GitHub and much more!!
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Jan Wilmake@janwilmake
I think people aren't getting it yet
- The GitHub OpenAPI is a source of truth to use their entire API but it's 10MB (± 2 million tokens)
- The SLOP summary of that is ±30k tokens!!! https://t.co/Zh0OxI5YeW
OpenAPI Search allows easy access to the perfect source of truth for LLM Codegen
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29793Views
Jan Wilmake@janwilmake·Mar 29, 2025
Thanks to @wgw_eth I've made some low-hanging fruit improvements to the landingpage of OpenAPI Search, namely:
- Like promised, You can now fill in an URL of an OpenAPI at ANY Location, to make a SLOP and navigate further. - The OpenAPI Directory is now on a separate page as you may not need it.
On the website it now seems clear.
The next step will be to make the MCP understand this as well!
Jan Wilmake@janwilmake
OpenAPI --> Simple Language Open Protocol (a.k.a. SLOP)
- let your LLM understand ANY API
- reduce millions of tokens to thousands (e.g. githubs openapi is 2M tokens, becomes 30k tokens)
- easily find the APIs of platforms you're looking for. Support for Google, AWS, Cloudflare, GitHub and much more!!