ContextMesh

ContextMesh is a web and desktop knowledge management app that ingests your existing documents, wikis, tickets, and chats, then automatically builds a unified, navigable knowledge graph. Instead of forcing people into yet another note-taking system, it sits on top of what you already use—Google Drive, Notion, Confluence, Slack, GitHub, and more—and creates cross-linked concepts, entities, and decisions. An AI layer lets you ask questions like “What did we decide about pricing for SMBs last quarter?” and shows not just an answer, but the exact source documents, related discussions, and decision owners. It’s opinionated: it aggressively deduplicates, flags contradictions, and highlights stale or orphaned knowledge so teams can clean up rot instead of piling on more noise. This is not a personal notes toy; it’s built for teams with painful knowledge sprawl and compliance needs. The interface is brutally pragmatic: graph view for architects, list and Q&A for everyone else. The goal is simple—make existing knowledge discoverable, trustworthy, and maintainable without asking people to completely change their habits.