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12 tweets (755 tokens) by @janwilmake, @EastlondonDev, @NathanWilbanks_ and 1 others

Andrew Jefferson
Andrew Jefferson @EastlondonDev · Mar 21, 2025
@samgoodwin89 you’ll like this

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
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sam
sam @samgoodwin89 · Mar 21, 2025
Replying to @EastlondonDev
@EastlondonDev 💯 “fetch is all you need”
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Jan Wilmake
Jan Wilmake @janwilmake · Mar 22, 2025
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 sam @samgoodwin89
@EastlondonDev 💯 “fetch is all you need”
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Jan Wilmake
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
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Jan Wilmake 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
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 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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Jan Wilmake
Jan Wilmake @janwilmake · Mar 23, 2025
With this MCP I can find several APIs for building with APIs super quickly. Saves loads of time, skipping docs completely!

Some quality of life updates to OpenAPI search and the MCP today:

1. improved url parsing everywhere.

2. thanks to @EastlondonDev's feedback, the details slop tool now returns a full openapi referenced subset of the operation needed. because of this it doesn't loose vital information that isn't always in the spec, such as in the case of cloudflare, scopes required (see video)

3. improved the details page on openapisearch, e.g. openapisearch.com/socialdata.too… for socialdata.tools of @brianships. You can now easily see how the process works by trying out a route.

4. some more minor things.

To use the new version, run `npx openapi-mcp-server@2.0.1 init` and follow instructions. Let me know if you encounter any other issues!
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Jan Wilmake 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!!
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Andrew Jefferson
Andrew Jefferson @EastlondonDev · Mar 23, 2025
Replying to @janwilmake
@janwilmake Nice! Now I need to find out how I can get an OAuth token for given scopes in @CloudflareDev using the pkce flow (like wrangler does) … maybe @ritakozlov_ can help me 🙏
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Jan Wilmake
Jan Wilmake @janwilmake · Mar 23, 2025
Replying to @janwilmake
@EastlondonDev I'm thinking of building something cool with openapisearch.com/socialdata.too…

The SLOP now makes it super easy, even with smaller models.

What would you build?
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Jan Wilmake
Jan Wilmake @janwilmake · Mar 23, 2025
Replying to @janwilmake
@EastlondonDev Oh I forgot! I wrote a little on openapi discovery: openapisearch.com/blog/openapi-d…

Shall I make it human-friendly as well, or is this enough?
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Nathan Wilbanks
Nathan Wilbanks @NathanWilbanks_ · Mar 23, 2025
Replying to @janwilmake
@janwilmake @EastlondonDev too many sleeping on this. a literal gold mine you have put together!!!! ✨️
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Jan Wilmake
Jan Wilmake @janwilmake · Mar 23, 2025
Replying to @NathanWilbanks_
@NathanWilbanks_ @EastlondonDev Thanks Nathan. And with #slopsquad I'm sure we can wake them up!!! Have you tried it yet?
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Nathan Wilbanks
Nathan Wilbanks @NathanWilbanks_ · Mar 23, 2025
Replying to @janwilmake
@janwilmake @EastlondonDev ive used the api search a bit now, havent tested any in my IDE yet tho. soon!
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