io.github.LeandroPG19/memory-industry

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

What does this entry provide?

io.github.LeandroPG19/memory-industry is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 76/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding io.github.LeandroPG19/memory-industry to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.

Snapshot facts

Source: Official MCP Registry
Quality: 76/100
Install method: npm
Repo: LeandroPG19/Memorys
Repo updated: Oct 14, 2026

Install command

npx -y memory-industry@0.30.0

Install method: npm

Review the upstream source before running this command.

GitHub project

Quality

Repo stars

Repo updated

Oct 14, 2026

How is this score calculated?

Weighted across six dimensions, scored 0-100.
Provenance (25): listed in an official or curated registry.
Installability (25): a runnable install command beats a declared transport, which beats a source checkout.
Maintenance (20): recency of the last push; archived entries score zero here.
Adoption (20): repository stars on a log curve.

MCP manifest

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-10-14T15:36:53.688083Z",
      "publishedAt": "2026-10-14T15:36:53.688083Z",
      "statusChangedAt": "2026-10-14T15:36:53.688083Z"
    }
  },
  "server": {
    "name": "io.github.LeandroPG19/memory-industry",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "version": "0.30.0",
    "packages": [
      {
        "version": "0.30.0",
        "transport": {
          "type": "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."
          }
        ]
      },
      {
        "version": "1.32.0",
        "transport": {
          "type": "stdio"
        },
        "identifier": "memory-industry",
        "registryType": "pypi",
        "environmentVariables": [
          {
            "name": "DATABASE_URL",
            "format": "string",
            "isRequired": true,
            "description": "PostgreSQL connection URL (e.g. postgresql://user:pass@localhost:5432/brain)"
          }
        ]
      },
      {
        "version": "0.30.0",
        "transport": {
          "type": "stdio"
        },
        "identifier": "cuba-memorys",
        "registryType": "npm"
      },
      {
        "version": "1.32.0",
        "transport": {
          "type": "stdio"
        },
        "identifier": "cuba-memorys",
        "registryType": "pypi"
      }
    ],
    "repository": {
      "url": "https://github.com/LeandroPG19/Memorys",
      "source": "github"
    },
    "description": "MemoryIndustry persistent memory MCP server: BM25+MMR retrieval and audit."
  }
}

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