Atlas: Team MCP Tools & Knowledge Base

Internal MCP server giving the team AI-powered access to company knowledge, daily summaries, and content generation from project management and communication tools.

The first version of Atlas was a straightforward MCP tool server โ€” a way for the team to ask Claude questions about company context without digging through docs and chat. Built the knowledge base ingestion pipeline, daily summary combiner, and a chat bot so anyone could query it. Content generation tools helped draft tweets and blog posts using the company voice. The key infrastructure decision was a dual-interface architecture (desktop and chat) that persisted through every later iteration.