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rmbr MCP

rmbr is an embedded, local-first memory and retrieval engine for AI agents. It provides an optional MCP server that allows agents to access durable, searchable notes and hybrid search capabilities over documents without requiring an external server or API key.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

rmbr MCP logo, by SRock44Community listingLocal stdioSource reviewed; not executedPublished by SRock44
Vendor documentation

What you can do with it

  • Provide agents with durable, searchable memory
  • Enable hybrid keyword and semantic search over documents
  • Support multi-agent isolation with deny-by-default access control

Source and maintenance

Community listingRegistry 0.2.0
mcp-registry: io.github.SRock44/rmbr@0.2.0Source repository
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

rmbr 0.2.0

pypiuvx
rmbr package definition
{
  "version": "0.2.0",
  "transport": "stdio",
  "identifier": "rmbr",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "packageArguments": [
    {
      "type": "positional",
      "valueHint": "path_to_db",
      "isRequired": true,
      "description": "Path to the .db file (created if it doesn't exist)"
    },
    {
      "name": "--namespace",
      "type": "named",
      "description": "Namespace to expose over MCP (default: 'default')"
    },
    {
      "name": "--read-only",
      "type": "named",
      "description": "Disable the remember tool, exposing only search and recall"
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "rmbr-mcp": {
      "command": "uvx",
      "args": [
        "rmbr==0.2.0"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "rmbr-mcp": {
      "command": "uvx",
      "args": [
        "rmbr==0.2.0"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "rmbr-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "rmbr==0.2.0"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "rmbr-mcp": {
      "command": "uvx",
      "args": [
        "rmbr==0.2.0"
      ]
    }
  }
}

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