Octobrain MCP Server

Persistent memory for AI assistants with semantic search and knowledge graph relationships.

Local serverstdio

What is the Octobrain MCP Server?

Persistent memory for AI assistants with semantic search and knowledge graph relationships.

What it actually does

AI assistants start every conversation with zero context. You explain your project, your preferences, your decisions — every single time. Octobrain breaks that cycle:

  • Persistent memory — — Insights survive across sessions, not just within them
  • Semantic search — — Find memories by meaning, not exact keywords
  • Auto-linking — — Related memories connect automatically (Zettelkasten-style)
  • Knowledge indexing — — Ingest docs, articles, and files for retrieval
  • MCP integration — — Works with Claude Desktop and other MCP-compatible tools

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
memorizeStore memories with metadata; optional related_to for inline relationships
rememberSemantic search with filters; returns 1-hop graph neighbors
forgetDelete memories (requires confirmation)
knowledgeUnified tool: search, store, delete, read, match via command field

How to install the Octobrain MCP Server

{
  "mcpServers": {
    "octobrain": {
      "command": "/path/to/octobrain",
      "args": ["mcp"]
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Configuration

VariableDescriptionRequired
VOYAGE_API_KEYCredential the server authenticates with.Yes
OPENAI_API_KEYCredential the server authenticates with.Yes
GOOGLE_API_KEYCredential the server authenticates with.Yes
JINA_API_KEYCredential the server authenticates with.Yes

Example prompts to try

  • “Use Octobrain to memorize.”
  • “Use Octobrain to remember.”
  • “Use Octobrain to forget.”

Frequently asked questions

Persistent memory for AI assistants with semantic search and knowledge graph relationships. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.