MemoryIndustry MCP

A persistent memory MCP server for AI agents written in Rust, backed by PostgreSQL and pgvector. It provides a knowledge graph for search and reasoning, supporting Hebbian learning, episodic memory, and contradiction detection to help agents retain context between sessions.

Package and access

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

Community listingLocal stdioSource reviewed; not executedPublished by LeandroPG19

Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

Popularity 30 GitHub stars

What you can do with it

Provide long-term memory for AI coding agents
Search and reason over a knowledge graph
Detect contradictions in agent memory
Enable Hebbian learning and episodic memory

Source and maintenance

Community listingRegistry 0.30.0Apache-2.0

mcp-registry: io.github.LeandroPG19/memory-industry@0.30.0 Source repository

Last repository push: Oct 28, 2026, 5:04 PM UTC
Latest release: v0.30.0
Maintenance checked: Nov 2, 2026, 5:19 PM UTC

Packages and installation

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

memory-industry 0.30.0

npm

memory-industry package definition

{
  "version": "0.30.0",
  "transport": "stdio",
  "identifier": "memory-industry",
  "registryType": "npm",
  "environmentVariables": [
    {
      "name": "DATABASE_URL",
      "format": "string",
      "isRequired": true,
      "description": "PostgreSQL connection URL (e.g. postgresql://user:pass@localhost:5432/brain)"
    },
    {
      "name": "CUBA_PROJECT_FILTER",
      "format": "string",
      "description": "Set to 'off' to disable v0.8 project scoping filters (admin/debug only)."
    },
    {
      "name": "CUBA_SYNC_DIR",
      "format": "string",
      "description": "Directory used by cuba_sync export/import (default ./.memory-industry/, falls back to ./.cuba-memorys/)."
    },
    {
      "name": "CUBA_JUDGE",
      "format": "string",
      "description": "cuba_juez backend selector: nli | mcp_sampling | claude_cli | heuristic | auto (default auto)."
    },
    {
      "name": "CUBA_JUEZ_CLI",
      "format": "string",
      "description": "Subprocess CLI used by ClaudeCodeJudge (default 'claude')."
    },
    {
      "name": "CUBA_JUEZ_MODEL",
      "format": "string",
      "description": "Model name passed to the judge backend (default 'claude-haiku-4-5')."
    },
    {
      "name": "CUBA_REM_RELATION_BATCH",
      "format": "string",
      "description": "Isolated entities the REM cycle scans for relations per run (default 5, 0 disables)."
    },
    {
      "name": "CUBA_RERANKER_PATH",
      "format": "string",
      "description": "Directory holding the bge-reranker ONNX model; enables cross-encoder reranking (+93% nDCG on GPU)."
    },
    {
      "name": "CUBA_RERANK_FIXED_SHAPE",
      "format": "string",
      "description": "Pad reranker batches to a constant 512 tokens. Defaults on for GPU builds, off on CPU."
    }
  ]
}

Tools

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

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 2, 2026, 5:19 PM UTC · repository · passed · metadata changed · updated
Nov 2, 2026, 5:19 PM UTC · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

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

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "memoryindustry-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "memory-industry@0.30.0"
      ],
      "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>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "memoryindustry-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "memory-industry@0.30.0"
      ],
      "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>"
      }
    }
  }
}

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": {
    "memoryindustry-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "memory-industry@0.30.0"
      ],
      "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>"
      }
    }
  }
}

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": {
    "memoryindustry-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "memory-industry@0.30.0"
      ],
      "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>"
      }
    }
  }
}

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