Kumbuka is an open-source governance layer that provides auditable, team-curated knowledge for AI assistants. The MCP server allows agents to load context, recall decisions and constraints, and remember new information, ensuring consistent behavior across sessions by serving as a governed source of truth.
- Operator: Kumbuka
- Endpoint: https://mcp.kumbuka.ai/mcp
- Transport: streamable-http
- Sign-in: OAuth sign-in
- Category: Productivity and knowledge
- Use cases: Load team steering knowledge at session start; Recall specific decisions and constraints by scope; Remember and curate new team decisions; Manage private and shared memory scopes
- Documentation: https://kumbuka.ai/
- Directory listing: https://koskamo.com/explore/kumbuka-mcp
- Also known as: Kumbuka MCP MCP; kumbuka-mcp