Smart MCPs reduce context overload

Karan Vaidya describes just-in-time tool discovery, background tool repair, and learned skills that turn zigzag traces into reusable workflows.

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Episode notes

Karan Vaidya, CTO of Composio, explains how their “smart tool” platform lets AI agents access over 50,000 tools across 1,000+ apps through a single interface. He details how Composio handles tool discovery, authentication, sandboxes, and logging, and how an AI-powered feedback loop continuously improves tools in real time. The conversation explores avoiding model lock-in through robust skills and instructions, translating capabilities across model providers, and why the best agent use cases look more like full jobs than isolated tasks.

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Sponsors:

Tasklet:

Tasklet: Build your own Cognitive Revolution monitoring agent in one click.
Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai

VCX:

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Claude:

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CHAPTERS:

(00:00) About the Episode

(03:38) Special Sponsor

(05:10) Composio overview and harness

(10:20) Users, trust, security

(19:45) Sandboxes and execution (Part 1)

(19:53) Sponsors: Tasklet | VCX

(22:46) Sandboxes and execution (Part 2)

(28:07) Smart MCPs and skills (Part 1)

(34:25) Sponsor: Claude

(36:38) Smart MCPs and skills (Part 2)

(44:10) Context, access, upgrades