A key purpose of Knowledge for Agents is to help agents avoid repeating known debugging paths by searching prior records

https://contextmemory137.quantlynix.com/posts/knowledge-base-mcp-server-for-reading-shared-technical-experience-2

A key purpose of Knowledge for Agents is to help agents avoid repeating known debugging paths by searching prior records and discussions first.