Anthropic’s Modular Content Platform (MCP), introduced over a year ago, provides a foundation for agent workflows by handling context and data inputs.

Despite Anthropic releasing a blog post about MCP, the broader community—including these speakers—ignored it for roughly three months before recognizi...Show more

Implementing a repeatable, voice-driven filtering interface atop MCP connectors can streamline data queries and outputs for non-technical users.

Developers can monetize ChatGPT-integrated apps via a shared transaction fee model akin to an app store, leveraging hundreds of millions of daily user...Show more

End users shouldn’t see MCP or connector complexities; instead deliver AI features as turnkey apps that abstract away backend orchestration.

Building a simple user interface on top of ChatGPT's code mode can automate data ingestion and filtering, making complex MCP-based workflows accessibl...Show more

Using MCP to offload data input and context management enables constructing autonomous agents that handle user data flows instead of manual interventi...Show more

A newly accessed worker system used for dynamic background processing in AI pipelines, enabling on-the-fly function execution.

A browser automation framework used to navigate web pages and capture screenshots, suitable for demo automation and testing.

When demo environments evolve, keeping auxiliary systems like databases and services in sync proves challenging, leading to outdated or broken demos.

Build a pipeline that captures product page screenshots and runs automated market analysis on the displayed products to glean competitive insights.

Without integrated tools like MCP, AI outputs are considered nearly worthless, underscoring reliance on built-in tool integration in AI development.

Many AI stacks like Anthropic, LangChain, and Langsmith use simple text or markdown files as pointers to larger resources, creating a powerful yet str...Show more

Encourage AI tools to ask clarifying questions before generating code to refine functions and planning based on high-level input.

Use Playwright to programmatically navigate to pages and capture screenshots for demos or analysis.

Offer an AI-powered platform that generates versioned code snippets for querying financial data and formulating specific options trading strategies wi...Show more

ChatGPT Pro can be used for iterative code generation workflows with multi-session context retention and code injection for specific development strat...Show more

MCP server provides custom server-side functions for LLMs to query and manipulate data—such as financial metrics or podcast metadata—via TypeScript en...Show more

Use a planning step in LLM prompts where the model outlines each stage (e.g., fetch episodes, extract products, find competitors) before generating th...Show more

Discovered miscalculated option contract pricing in MCP server output until inspecting the underlying code, highlighting the need for code visibility ...Show more