Portfolio
Link Vault
In DevelopmentEvery team/person shares a bunch of knowledge through; Blogs, LinkedIn, YouTube, you name it. Turn your team's link sharing chaos into organized intelligence. Slack integration captures everything automatically, AI categorizes and summarizes content, semantic search finds exactly what you need—even if you don't remember the title.
What it does
Highlights
- Slack integration captures every shared link automatically, with no extra step for the team.
- AI categorizes and summarizes each item as it lands, so the vault stays browsable.
- Semantic search finds the right link even when nobody remembers the title.
- Claude Desktop (MCP) access, so the vault is queryable straight from your assistant.
Under the hood
Stack & approach
- Slack Integration
- Claude Desktop (MCP)
- Semantic Search
- Auto-categorization
More work
