SERVER

Cuba Memorys

Rank #895

io.github.LeandroPG19/memory-industry

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

30 versions

30 GitHub stars

by leandropg19 (2 servers)View repository ↗

First listed

Mar 8, 2026

Last publish date

Oct 14, 2026

PURPOSE

What you can do with Cuba Memorys

Cuba Memorys is a Model Context Protocol (MCP) server published by leandropg19. It ranks #895 of 168,899 active servers on MCP Toplist, and its repository has 30 GitHub stars. Cuba Memorys is listed across 4 registries — Official MCP, Glama, PulseMCP and mcp.so, with 30 tracked versions. It was first listed on Mar 8, 2026 and most recently updated on Oct 14, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Cuba Memorys can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Cuba Memorys

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Nov 4, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

DATABASE_URL · required
CUBA_PROJECT_FILTER · optional
CUBA_SYNC_DIR · optional
CUBA_JUDGE · optional
CUBA_JUEZ_CLI · optional
CUBA_JUEZ_MODEL · optional
CUBA_REM_RELATION_BATCH · optional
CUBA_RERANKER_PATH · optional
CUBA_RERANK_FIXED_SHAPE · optional

INSTALLATION AND FIRST TASK

Connect Cuba Memorys and confirm it works

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"
      ]
    }
  }
}

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by leandropg19

Cuba-Exec#83,644

View all leandropg19 servers →

No task-specific alternatives are catalogued for Cuba Memorysyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Mar 8, 2026
Latest version published: Oct 14, 2026
Version history: 30 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Nov 4, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Nov 4, 2026

Registry sightings

Official MCP ↗listed since Apr 25, 2026 · still listed
Glama ↗listed since May 5, 2026 · delisted, last seen Aug 26, 2026
PulseMCP ↗listed since May 22, 2026 · still listed
mcp.so ↗listed since Aug 25, 2026 · still listed
Glama ↗listed since Sep 4, 2026 · still listed
Official MCP ↗listed since Sep 12, 2026 · still listed

Do you maintain Cuba Memorys? to correct or enrich this profile.

VERSIONS

Available versions (30)

Version	Published
0.30.0	Oct 14, 2026
0.29.0	Oct 13, 2026
0.28.0	Oct 8, 2026
0.27.0	Sep 29, 2026
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

STANDING

#895of 168,899 active serversTop 1%

Ranks ahead of 168,004 of 168,899 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

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 1% of 168,899" /></a>

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

FAQ

Frequently asked questions

Who maintains Cuba Memorys?: Cuba Memorys is maintained by leandropg19, which publishes 2 MCP servers (30 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 30 versions of Cuba Memorys, most recently published on Oct 14, 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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