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![ashishthinks Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::101389841.png) Ashish Pande [@ashishthinks](/creator/twitter/ashishthinks) on x XXX followers
Created: 2025-07-17 20:52:07 UTC

- AI agents operate in a client-server model.  
- APIs used to be parsed via scraping and regex before structured access.  
- MCPs standardize capabilities: input/output/content types.  
- Agents interact with real business platforms like MongoDB, Stripe, or Metabase.


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1945949657890255252/c:line.svg)

**Related Topics**
[capabilities](/topic/capabilities)
[coins ai agents](/topic/coins-ai-agents)
[coins ai](/topic/coins-ai)

[Post Link](https://x.com/ashishthinks/status/1945949657890255252)