Memora MCP Server

<sub><sub><i>"You never truly know the value of a moment until it becomes a memory."</i></sub></sub>

Remote serverstreamable-httpPython

What is the Memora MCP server?

"You never truly know the value of a moment until it becomes a memory.". Exposed over MCP by the memora mcp server, that capability becomes something an assistant can invoke while it works, not something you go and do afterwards.

What it actually does

  • 💾 Persistent Storage - SQLite with optional cloud sync (S3, R2, D1)
  • 📂 Hierarchical Organization - Section/subsection structure with auto-hierarchy assignment
  • 📦 Export/Import - Backup and restore with merge strategies
  • 🔍 Semantic Search - Vector embeddings (TF-IDF, sentence-transformers, OpenAI)
  • 🎯 Advanced Queries - Full-text, date ranges, tag filters (AND/OR/NOT), hybrid search
  • 🔀 Cross-references - Auto-linked related memories based on similarity

Configuration

You will need 8 environment variables: MEMORA_DB_PATH, MEMORA_ALLOW_ANY_TAG, MEMORA_GRAPH_PORT, MEMORA_STORAGE_URI, CLOUDFLARE_API_TOKEN, AWS_PROFILE, AWS_ENDPOINT_URL, MEMORA_CLOUD_ENCRYPT. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.

Adding it to your client

Being a remote server, there is no local install. You register the endpoint with your client, authorise it once, and the tools appear.

When to reach for it

Among the AI and media services options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. It is maintained by agentic-mcp-tools; worth a glance at recent repository activity before you build anything load-bearing on it.

This entry was verified against Memora's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.

Caveats

  • Your data travels to the provider's service, so the usual questions apply about what you send and what they retain.
  • Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
  • MCP clients confirm each tool call by default. Leave that on until you have watched what the memora mcp server does with a few real requests.

How to install the Memora MCP server

{
  "mcpServers": {
    "memora": {
      "command": "npx",
      "args": ["-y", "wrangler"],
      "env": {
        "MEMORA_DB_PATH": "your-value",
        "MEMORA_ALLOW_ANY_TAG": "your-value",
        "MEMORA_GRAPH_PORT": "your-value",
        "MEMORA_STORAGE_URI": "your-value",
        "CLOUDFLARE_API_TOKEN": "your-value",
        "AWS_PROFILE": "your-value",
        "AWS_ENDPOINT_URL": "your-value",
        "MEMORA_CLOUD_ENCRYPT": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

VariableDescriptionRequired
MEMORA_DB_PATHFilesystem location the server is allowed to use.Optional
MEMORA_ALLOW_ANY_TAGConfiguration value read at startup.Optional
MEMORA_GRAPH_PORTConfiguration value read at startup.Optional
MEMORA_STORAGE_URIConfiguration value read at startup.Optional
CLOUDFLARE_API_TOKENCredential the server authenticates with.Yes
AWS_PROFILEConfiguration value read at startup.Optional
AWS_ENDPOINT_URLEndpoint or connection string the server talks to.Yes
MEMORA_CLOUD_ENCRYPTConfiguration value read at startup.Optional

Frequently asked questions

It connects Memora to MCP-compatible AI assistants such as Claude and Cursor. Instead of copying data back and forth by hand, the assistant works with Memora directly.