Skip to main content

3 posts tagged with "Standards"

Protocol standards and specifications

View All Tags

MCP Apps: How to Build Interactive UIs for MCP Servers

· 7 min read
MCPBundles

MCP Apps (SEP-1865) is a recent extension to the Model Context Protocol that lets a server hand the host an interactive UI rather than only text or structured JSON. The host renders that UI inside its own surface — Claude Desktop, ChatGPT and Cursor have all been moving in this direction — and the UI can call back into the server through the existing MCP transport.

The reason it matters is that a lot of the things people want agents to do are not really text-shaped. A pipeline view, a comparison chart, a form with validation, a sortable table — these have always been awkward to express as a tool response. MCP Apps gives them a first-class home without throwing out the auth, sandboxing or audit story that MCP already had.

Developer viewing interactive dashboard with charts and graphs

OpenAI MCP Integration: ChatGPT's Requirements for MCP Servers

· 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.