Build an internal knowledge base from chaos
Take the tribal knowledge scattered across Notion, Slack, and Confluence and turn it into something searchable.
Every company has the same problem: the answers exist, but they're scattered across a dozen tools, eight channel archives, and three generations of Confluence pages. New hires waste weeks discovering what long-timers already know. Claude can surface answers across all of these with proper citations — no migration required.
Recommended
The 3 tools we'd reach for first
Official Notion MCP — read pages, databases, and blocks. The best single connector if most of your knowledge is in Notion.
Karpathy's blueprint for an LLM-maintained internal wiki. Instead of a static knowledge base that nobody updates, this pattern makes maintenance near-zero cost — the LLM does the bookkeeping on every ingest. Pair with Obsidian for the best human-in-the-loop experience.
Covers Confluence (and Jira for adjacent project context).
Alternatives
Use these when your stack calls for them
For teams where documents live in Box rather than Notion/Confluence.
Same idea for Dropbox-native teams.
Supporting
Helpful adjacent tools to complete the workflow
Add an indexing layer on top if you want cross-tool search.
Not sure where to start?
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