Skip to main content

2 posts tagged with "Standards"

Protocol standards and specifications

View All Tags

MCP Apps: Adding Interactive UIs to the Model Context Protocol

· 7 min read
MCPBundles

The Model Context Protocol just got a major upgrade. MCP Apps (SEP-1865) is a new extension that lets MCP servers deliver interactive user interfaces directly to AI applications like Claude, ChatGPT, or Cursor.

This isn't just about pretty visuals. It's about giving your AI tools the ability to show data in ways that actually make sense—charts, tables, dashboards, forms—while maintaining the security and auditability that MCP was built on.

Developer viewing interactive dashboard with charts and graphs

OpenAI's MCP Integration Requirements: Why Search and Fetch Matter

· 18 min read
MCPBundles

When OpenAI integrated support for Anthropic's Model Context Protocol (MCP) into ChatGPT's deep research feature, they documented something elegant: a two-tool pattern that gives AI agents a consistent way to engage with any data source. If your MCP server implements search and fetch with their specific signatures, ChatGPT knows exactly how to explore your data without custom integration code.

Both tools accept only a single string parameter. That constraint isn't a limitation—it's what makes the pattern universal.

Cartoon illustration of a person using OpenAI search and fetch standard for MCP integration, happy expression
Implement search and fetch with single-string parameters to create better agent interfaces that work with ChatGPT's deep research feature.