SERVER

Cuba Memorys

Rank #1,646

io.github.LeandroPG19/memory-industry

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

26 versions

29 GitHub stars

by leandropg19 (2 servers)View repository ↗Claim this server

First listed

Mar 8, 2026

Last publish date

Sep 12, 2026

OVERVIEW

Cuba Memorys is a Model Context Protocol (MCP) server published by leandropg19. It ranks #1,646 of 132,113 servers tracked on MCP Toplist, and its repository has 29 GitHub stars. Cuba Memorys is listed across 4 registries — Official MCP, Glama, PulseMCP and mcp.so, with 26 tracked versions. It was first listed on Mar 8, 2026 and most recently updated on Sep 12, 2026.

STANDING

#1,646of 132,113 tracked serversTop 5%

Ranks ahead of 130,467 of 132,113 servers on MCP Toplist.

CONNECT

Use Cuba Memorys

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

npm package

claude mcp add memory-industry -e "DATABASE_URL=<your DATABASE_URL>" -e "CUBA_PROJECT_FILTER=<your CUBA_PROJECT_FILTER>" -e "CUBA_SYNC_DIR=<your CUBA_SYNC_DIR>" -e "CUBA_JUDGE=<your CUBA_JUDGE>" -e "CUBA_JUEZ_CLI=<your CUBA_JUEZ_CLI>" -e "CUBA_JUEZ_MODEL=<your CUBA_JUEZ_MODEL>" -e "CUBA_REM_RELATION_BATCH=<your CUBA_REM_RELATION_BATCH>" -e "CUBA_RERANKER_PATH=<your CUBA_RERANKER_PATH>" -e "CUBA_RERANK_FIXED_SHAPE=<your CUBA_RERANK_FIXED_SHAPE>" -- npx -y memory-industry

Replace each placeholder with your own value before saving.

Python package (PyPI)

claude mcp add memory-industry -e "DATABASE_URL=<your DATABASE_URL>" -- uvx memory-industry

Replace each placeholder with your own value before saving.

npm package

claude mcp add memory-industry -- npx -y cuba-memorys

Python package (PyPI)

claude mcp add memory-industry -- uvx cuba-memorys

npm package

[mcp_servers.memory-industry]
command = "npx"
args = ["-y", "memory-industry"]

[mcp_servers.memory-industry.env]
DATABASE_URL = "<your DATABASE_URL>"
CUBA_PROJECT_FILTER = "<your CUBA_PROJECT_FILTER>"
CUBA_SYNC_DIR = "<your CUBA_SYNC_DIR>"
CUBA_JUDGE = "<your CUBA_JUDGE>"
CUBA_JUEZ_CLI = "<your CUBA_JUEZ_CLI>"
CUBA_JUEZ_MODEL = "<your CUBA_JUEZ_MODEL>"
CUBA_REM_RELATION_BATCH = "<your CUBA_REM_RELATION_BATCH>"
CUBA_RERANKER_PATH = "<your CUBA_RERANKER_PATH>"
CUBA_RERANK_FIXED_SHAPE = "<your CUBA_RERANK_FIXED_SHAPE>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.memory-industry]
command = "uvx"
args = ["memory-industry"]

[mcp_servers.memory-industry.env]
DATABASE_URL = "<your DATABASE_URL>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

npm package

[mcp_servers.memory-industry]
command = "npx"
args = ["-y", "cuba-memorys"]

Add to ~/.codex/config.toml.

Python package (PyPI)

[mcp_servers.memory-industry]
command = "uvx"
args = ["cuba-memorys"]

Add to ~/.codex/config.toml.

npm package

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

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "memory-industry": {
      "command": "uvx",
      "args": [
        "memory-industry"
      ],
      "env": {
        "DATABASE_URL": "<your DATABASE_URL>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "memory-industry": {
      "command": "npx",
      "args": [
        "-y",
        "cuba-memorys"
      ]
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

Python package (PyPI)

{
  "mcpServers": {
    "memory-industry": {
      "command": "uvx",
      "args": [
        "cuba-memorys"
      ]
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

npm package

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

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "memory-industry": {
      "command": "uvx",
      "args": [
        "memory-industry"
      ],
      "env": {
        "DATABASE_URL": "<your DATABASE_URL>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "memory-industry": {
      "command": "npx",
      "args": [
        "-y",
        "cuba-memorys"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Python package (PyPI)

{
  "mcpServers": {
    "memory-industry": {
      "command": "uvx",
      "args": [
        "cuba-memorys"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

npm package

{
  "servers": {
    "memory-industry": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "memory-industry"
      ],
      "env": {
        "DATABASE_URL": "<your DATABASE_URL>",
        "CUBA_PROJECT_FILTER": "<your CUBA_PROJECT_FILTER>",
        "CUBA_SYNC_DIR": "<your CUBA_SYNC_DIR>",
        "CUBA_JUDGE": "<your CUBA_JUDGE>",
        "CUBA_JUEZ_CLI": "<your CUBA_JUEZ_CLI>",
        "CUBA_JUEZ_MODEL": "<your CUBA_JUEZ_MODEL>",
        "CUBA_REM_RELATION_BATCH": "<your CUBA_REM_RELATION_BATCH>",
        "CUBA_RERANKER_PATH": "<your CUBA_RERANKER_PATH>",
        "CUBA_RERANK_FIXED_SHAPE": "<your CUBA_RERANK_FIXED_SHAPE>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "memory-industry": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "memory-industry"
      ],
      "env": {
        "DATABASE_URL": "<your DATABASE_URL>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

npm package

{
  "servers": {
    "memory-industry": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "cuba-memorys"
      ]
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Python package (PyPI)

{
  "servers": {
    "memory-industry": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "cuba-memorys"
      ]
    }
  }
}

Save as .vscode/mcp.json in your workspace.

npm package

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

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "memory-industry": {
      "command": "uvx",
      "args": [
        "memory-industry"
      ],
      "env": {
        "DATABASE_URL": "<your DATABASE_URL>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "memory-industry": {
      "command": "npx",
      "args": [
        "-y",
        "cuba-memorys"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Python package (PyPI)

{
  "mcpServers": {
    "memory-industry": {
      "command": "uvx",
      "args": [
        "cuba-memorys"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

npm package

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

Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "memory-industry": {
      "command": "uvx",
      "args": [
        "memory-industry"
      ],
      "env": {
        "DATABASE_URL": "<your DATABASE_URL>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "memory-industry": {
      "command": "npx",
      "args": [
        "-y",
        "cuba-memorys"
      ]
    }
  }
}

Python package (PyPI)

{
  "mcpServers": {
    "memory-industry": {
      "command": "uvx",
      "args": [
        "cuba-memorys"
      ]
    }
  }
}

BADGE

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Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.LeandroPG19%2Fmemory-industry.svg)](https://mcptoplist.com/server/io.github.LeandroPG19%2Fmemory-industry)

HTML

<a href="https://mcptoplist.com/server/io.github.LeandroPG19%2Fmemory-industry"><img src="https://mcptoplist.com/badge/io.github.LeandroPG19%2Fmemory-industry.svg" alt="MCP Toplist: Top 5% of 132,113" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 6 registries

ORGANIZATION

leandropg19

Organization

leandropg19

Servers in org

Versions across org

Other servers by leandropg19

Cuba-Exec#65,545

View all leandropg19 servers →

VERSIONS

Available versions (26)

Version	Published
0.25.0	Sep 12, 2026
0.24.0	Aug 16, 2026
0.23.0	Aug 14, 2026
0.22.0	Aug 13, 2026
0.21.0	Aug 3, 2026
0.20.0	Jul 30, 2026
0.19.0	Jul 29, 2026
0.18.0	Jul 28, 2026
0.17.1	Jul 28, 2026
0.17.0	Jul 28, 2026
0.16.0	Jul 28, 2026
0.15.0	Jul 17, 2026
0.14.1	Jul 15, 2026
0.14.0	Jul 15, 2026
0.13.1	Jul 14, 2026
0.13.0	Jul 14, 2026
0.12.0	Jul 14, 2026
0.11.2	Jul 13, 2026
0.11.1	Jul 13, 2026
0.11.0	Jul 13, 2026
0.10.0	Jun 4, 2026
0.9.3	May 5, 2026
0.7.0	Apr 13, 2026
0.6.0	Apr 4, 2026
0.3.0	Mar 28, 2026
0.1.0	Nov 25, 2024

FAQ

Frequently asked questions

Who maintains Cuba Memorys?: Cuba Memorys is maintained by leandropg19, which publishes 2 MCP servers (26 total versions) tracked on MCP Toplist.
Is Cuba Memorys listed on the Official MCP Registry?: Yes — Cuba Memorys is listed on the Official MCP Registry, alongside Glama, PulseMCP and mcp.so.
How many versions does Cuba Memorys have?: MCP Toplist tracks 26 versions of Cuba Memorys, most recently published on Sep 12, 2026.
Where can I find the source code for Cuba Memorys?: The source code for Cuba Memorys is hosted at github.com/leandropg19/cuba-memorys.

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