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The AI MBA

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Snappy Community

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7 contributions to Snappy Community
Libretto: Turn website workflows into reliable APIs (for AI!)
Libretto is an open-source CLI that lets agents turn website workflows into fast, reusable scripts you can deploy! Check it out here: https://libretto.sh/ -- I think this would be very useful for anyone (like me) who is exploring new ways in getting more control over browser automation with AI!
Libretto: Turn website workflows into reliable APIs (for AI!)
1 like • 18d
This has been key in a few tools I built recently, where actions on various sites are now all automated - I particularly like the network capture, exposing the sites' backend APIs, then turning these into pseudo APIs to just call upon - this rocks, thanks for the tip.
Them dudes at Anthropic hey.....
er, seems like Claude got a new habit recently...
1
0
Them dudes at Anthropic hey.....
From 180 tools and 150,000 tokens to 1000 tokens and 3 tools!
Thanks to a great idea from Ray Deck, I have reduced the number of tools in the snappy.ai Xano MCP from ~180 tools and ~150,000 tokens to ~1000 tokens and 3 core tools: 1. Gemini Flash Powered Search - "What tools do I have?" (Semantic search across all tools - e.g., "create table", "list functions") 2. Info - "Tell me more about that specific tool" (returns parameters, examples, docs) 3. Execute - "Do it" (runs the tool with the right parameters) Now the initial handshake costs only ~1000 tokens instead of 150,000. Claude discovers tools as needed rather than loading everything upfront. This pattern should work for any MCP with dozens or hundreds of tools. Instead of exposing everything at once, create a search/discovery layer that lets Claude Code find what it needs when it needs it!
From 180 tools and 150,000 tokens to 1000 tokens and 3 tools!
1 like • Nov '25
@Robert Boulos huge value here in reducing the token overhead for just connecting to multiple MCP tools. Awesome.
1 like • Nov '25
Oh, the joy, I've missed my snappy MCP. This is awesome, Robert, just slick.
Love it when a plan comes together (with Snappy MCP).
Spent about 10 minutes on requirements and planning with Claude Code, kicked off the plan, took a shower, and came back to this... nice. (Snappy-Xano or V2 used on this one)
Love it when a plan comes together (with Snappy MCP).
2 likes • Sep '25
[attachment]
Is this wrong?
Building tables and drafting functions on the phone, whilst watching the kids in the pool on vacation. Te he, I'm competing with my developer (who is manually building in Xano, back in the office) to see who gets more work done this week! (image shows me building stuff with Xano MCP tools in a client db...)
Is this wrong?
1 like • Aug '25
Thanks Robert, I'm having huge success now with the creation of Functions, hitting 100% functionality in first /second attmept now. You mentioned your middleware improvements in your last MCP Wednesday, and offered to release it separately to the current MCP tools, so that there is no interuption to the workflow of those using the current tools, I'd greatly appreciate that, but also excited to try out the middleware too! I won't make tonights MCP call as I'm still on vacation, see ya.
1 like • Sep '25
By the way, for anyone wondering, as it was asked on a call, you can add Robert's MCP tools to the iOS version by first adding it to your Claude browser account.
1-7 of 7
Luke Corrie
2
3 points to level up
@luke-corrie-3150
25 years running, building, killing wholesale banking trading platforms in City of London, left that and became a no code hippy

Active 14d ago
Joined Apr 1, 2025
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