About Kumbuka
Kumbuka is an MCP server published by kumbuka-ai in the Other category: governed, auditable knowledge your team curates for its AI assistants, self-hostable.
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Install
git clone https://github.com/kumbuka-ai/kumbuka-serverThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (5)
memory_forgetDelete by `id` or by `(scope, key)`. Private rows protected by owner check.
Parameters not published.
memory_load_contextTyped digest grouped by type (decision / constraint / convention / glossary / open_question / status), capped per group.
Parameters not published.
memory_recallRead memories. Filters: `scope`, `type`, substring `query`, optional `include_global`.
Parameters not published.
memory_rememberAppend (or upsert on `key`) a memory. Caller picks `scope`, `type`, optional `key`.
Parameters not published.
memory_scopesList scopes visible to the caller (private + every shared scope).
Parameters not published.
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