Beever-atlas

Beever Atlas ingests conversations from Slack, Discord, Microsoft Teams, and Mattermost, extracting atomic facts, entities, relationships, and citations. It deduplicates and organizes that information into continuously updated channel wikis containing topics, people, decisions, open questions, timelines, FAQs, glossaries, and resources. Users can browse the wiki or ask natural-language questions that return cited answers from the source messages.

The product provides a React dashboard and can expose the knowledge base through an MCP server for Claude Code and Cursor. It includes scheduled or on-demand synchronization, semantic and graph-based retrieval, and configurable AI providers. The repository documents a self-hosted Docker Compose deployment with backend, bot, web, and supporting data stores, alongside local development options.