mcpdirectory.dev
9,129 servers · updated 23 Sept

Kumbuka Server MCP server

community Active last commit 29 d 
{
  "mcpServers": {
    "kumbuka-server": {
      "type": "http",
      "url": "https://mcp.kumbuka.ai/mcp"
    }
  }
}
file .mcp.json (in your project root)version 1.0.1

What it does

Kumbuka is a self-hostable MCP server that gives teams a shared, persistent memory store for AI assistants. It serves work-steering knowledge (decisions, conventions, constraints) over Streamable HTTP to any MCP-capable client, with a per-user private scope that is structurally inaccessible to admins.

  • Store team conventions like naming rules or data type decisions so AI assistants apply them automatically without re-explanation each session.
  • Give each team member a private memory scope for personal notes that no admin or shared view can access.
  • Inject a typed digest of relevant rules into an assistant's context at the start of a session using a single tool call.

Tools this server exposes

ToolDoes
memory_rememberWrite or upsert a memory entry by key, specifying scope and type.
memory_recallRead memory entries filtered by scope, type, or substring query.
memory_forgetDelete a memory entry by ID or by scope and key combination.
memory_scopesList the scopes the authenticated caller is permitted to access.
memory_load_contextReturn a typed, grouped digest of relevant memory entries ready for injection into an assistant's context.

Before you enable it

An MCP server runs with whatever access you give it. Start with a development account rather than production, and check which tools the server exposes before you let an agent call them unattended.