Case Study: Descope delivers grounded developer docs access with Inkeep

Descope launches a hosted Docs MCP Server with Inkeep to power grounded developer answers

Descope, an identity and access management developer platform, faced a challenge as its documentation was spread across various sources and disconnected from the developer workflows within IDEs and AI assistants. This caused friction, requiring developers to context-switch and manually search for information, while also risking inconsistent AI assistance. They partnered with Inkeep to build a solution that would provide reliable, grounded answers directly within developers' existing tools.

Inkeep provided a complete solution, powering a hosted Docs MCP Server end-to-end. This server gave AI assistants access to two read-only tools for semantically searching and synthesizing answers from Descope's documentation. The results included lower context switching for developers, a faster path to implementation, and grounded responses anchored to source material, all achieved with zero custom RAG infrastructure built by Descope.

Descope