Knowledge Plane
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Introduction
Shared memory for AI agents and teams, auto-updating from code, docs, and chats.
Listed on
July 27, 2026
What is Knowledge Plane?
Knowledge Plane is a shared memory platform for AI agents and engineering teams. It turns code, docs, and chats into a single source of truth that is automatically kept up to date, structured, and auditable. Built on open standards like MCP and HTTP API, it integrates with any AI tool or service.
How to use Knowledge Plane?
- Connect your tools (docs, repos, chats, APIs) to Knowledge Plane. It automatically extracts and structures knowledge into a graph with vector embeddings. Skills run in the background to detect drift and update facts. Use with any MCP or HTTP-compatible AI agent to ensure they always have current context.
Core features of Knowledge Plane
- Graph memory with typed relationships (depends_on, decided_by, owned_by)
- Vector embeddings for semantic search
- Skills for scheduled auto-refresh and drift detection
- Integration with any MCP or HTTP-compatible AI agent
- Connects to docs, repos, Slack, and any API
- Source, owner, and timestamp for every knowledge fact
- Cloud or self-hosted deployment options
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