Developer · Local MCP server

Memory Industry

MemoryIndustry persistent memory MCP server: BM25+MMR retrieval and audit.

What the MCP Registry states

The entry as published to the official MCP Registry (read 2026-10-04), latest version.

Registry name
io.github.LeandroPG19/memory-industry
Version
0.27.0
Status
Active
Category
developer
Transport
stdio (local process)
Package
npm, PyPI
Published
2026-09-29
Updated
2026-09-29
Publisher
LeandroPG19 (GitHub)
Repository
github.com/LeandroPG19/Memorys
Source
Registry API entry

Packages

RegistryPackageVersionTransportEnvironment variables
npmmemory-industry0.27.0stdioDATABASE_URL (required), CUBA_PROJECT_FILTER, CUBA_SYNC_DIR, CUBA_JUDGE, CUBA_JUEZ_CLI, CUBA_JUEZ_MODEL, CUBA_REM_RELATION_BATCH, CUBA_RERANKER_PATH, CUBA_RERANK_FIXED_SHAPE
PyPImemory-industry1.29.0stdioDATABASE_URL (required)
npmcuba-memorys0.27.0stdioNone declared
PyPIcuba-memorys1.29.0stdioNone declared

How to connect Memory Industry

Memory Industry runs locally from a Node.js package published to the npm registry: memory-industry version 0.27.0. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Node.js; clients usually start it with npx — the usual command is npx -y memory-industry@0.27.0. It reads these environment variables: DATABASE_URL (required), CUBA_PROJECT_FILTER, CUBA_SYNC_DIR, CUBA_JUDGE, CUBA_JUEZ_CLI, CUBA_JUEZ_MODEL, CUBA_REM_RELATION_BATCH, CUBA_RERANKER_PATH and CUBA_RERANK_FIXED_SHAPE; set them in the client's configuration for this server.

Memory Industry runs locally from a Python package published to PyPI: memory-industry version 1.29.0. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Python; clients usually start it with uvx (from uv) or after pip install — the usual command is uvx memory-industry. It reads the environment variable DATABASE_URL (required); set it in the client's configuration for this server.

Memory Industry runs locally from a Node.js package published to the npm registry: cuba-memorys version 0.27.0. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Node.js; clients usually start it with npx — the usual command is npx -y cuba-memorys@0.27.0.

Memory Industry runs locally from a Python package published to PyPI: cuba-memorys version 1.29.0. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Python; clients usually start it with uvx (from uv) or after pip install — the usual command is uvx cuba-memorys.

In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):

{
  "mcpServers": {
    "memory-industry": {
      "command": "npx",
      "args": [
        "-y",
        "memory-industry@0.27.0"
      ],
      "env": {
        "DATABASE_URL": "<value>",
        "CUBA_PROJECT_FILTER": "<value>",
        "CUBA_SYNC_DIR": "<value>",
        "CUBA_JUDGE": "<value>",
        "CUBA_JUEZ_CLI": "<value>",
        "CUBA_JUEZ_MODEL": "<value>",
        "CUBA_REM_RELATION_BATCH": "<value>",
        "CUBA_RERANKER_PATH": "<value>",
        "CUBA_RERANK_FIXED_SHAPE": "<value>"
      }
    }
  }
}

Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect

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