Memora

What it does

Memora provides AI agents with a long-term, persistent memory system. It goes beyond simple RAG by implementing a semantic knowledge graph that allows agents to store, recall, and link information across different sessions, ensuring continuity and deep context retention.

Tools

• memory_create: Store new memories with tags and hierarchy.
• memory_semantic_search: Retrieve related information using vector embeddings.
• memory_link: Create typed relationships (e.g., implements, contradicts) between memories.
• memory_insights: Analyze patterns, stale data, and knowledge gaps in the memory base.
• memory_store_document: Store complex markdown documents as searchable fragment trees.

Installation

Add the following to your claude_desktop_config.json:

{
  "mcpServers": {
    "memora": {
      "command": "memora-server",
      "args": [],
      "env": {
        "MEMORA_DB_PATH": "~/.local/share/memora/memories.db",
        "MEMORA_ALLOW_ANY_TAG": "1",
        "MEMORA_GRAPH_PORT": "8765"
      }
    }
  }
}

Supported hosts

• claude
• codex