MemoryIndustry persistent memory MCP server: BM25+MMR retrieval and audit.
Connect Runs on your machine
claude mcp add memory-industry -e DATABASE_URL=<DATABASE_URL> -e CUBA_PROJECT_FILTER=<CUBA_PROJECT_FILTER> -e CUBA_SYNC_DIR=<CUBA_SYNC_DIR> -e CUBA_JUDGE=<CUBA_JUDGE> -e CUBA_JUEZ_CLI=<CUBA_JUEZ_CLI> -e CUBA_JUEZ_MODEL=<CUBA_JUEZ_MODEL> -e CUBA_REM_RELATION_BATCH=<CUBA_REM_RELATION_BATCH> -e CUBA_RERANKER_PATH=<CUBA_RERANKER_PATH> -e CUBA_RERANK_FIXED_SHAPE=<CUBA_RERANK_FIXED_SHAPE> -- npx -y [email protected]{
"mcpServers": {
"memory-industry": {
"command": "npx",
"args": [
"-y",
"[email protected]"
],
"env": {
"DATABASE_URL": "<DATABASE_URL>",
"CUBA_PROJECT_FILTER": "<CUBA_PROJECT_FILTER>",
"CUBA_SYNC_DIR": "<CUBA_SYNC_DIR>",
"CUBA_JUDGE": "<CUBA_JUDGE>",
"CUBA_JUEZ_CLI": "<CUBA_JUEZ_CLI>",
"CUBA_JUEZ_MODEL": "<CUBA_JUEZ_MODEL>",
"CUBA_REM_RELATION_BATCH": "<CUBA_REM_RELATION_BATCH>",
"CUBA_RERANKER_PATH": "<CUBA_RERANKER_PATH>",
"CUBA_RERANK_FIXED_SHAPE": "<CUBA_RERANK_FIXED_SHAPE>"
}
}
}
}{
"mcpServers": {
"memory-industry": {
"command": "npx",
"args": [
"-y",
"[email protected]"
],
"env": {
"DATABASE_URL": "<DATABASE_URL>",
"CUBA_PROJECT_FILTER": "<CUBA_PROJECT_FILTER>",
"CUBA_SYNC_DIR": "<CUBA_SYNC_DIR>",
"CUBA_JUDGE": "<CUBA_JUDGE>",
"CUBA_JUEZ_CLI": "<CUBA_JUEZ_CLI>",
"CUBA_JUEZ_MODEL": "<CUBA_JUEZ_MODEL>",
"CUBA_REM_RELATION_BATCH": "<CUBA_REM_RELATION_BATCH>",
"CUBA_RERANKER_PATH": "<CUBA_RERANKER_PATH>",
"CUBA_RERANK_FIXED_SHAPE": "<CUBA_RERANK_FIXED_SHAPE>"
}
}
}
}{
"servers": {
"memory-industry": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"[email protected]"
],
"env": {
"DATABASE_URL": "<DATABASE_URL>",
"CUBA_PROJECT_FILTER": "<CUBA_PROJECT_FILTER>",
"CUBA_SYNC_DIR": "<CUBA_SYNC_DIR>",
"CUBA_JUDGE": "<CUBA_JUDGE>",
"CUBA_JUEZ_CLI": "<CUBA_JUEZ_CLI>",
"CUBA_JUEZ_MODEL": "<CUBA_JUEZ_MODEL>",
"CUBA_REM_RELATION_BATCH": "<CUBA_REM_RELATION_BATCH>",
"CUBA_RERANKER_PATH": "<CUBA_RERANKER_PATH>",
"CUBA_RERANK_FIXED_SHAPE": "<CUBA_RERANK_FIXED_SHAPE>"
}
}
}
}Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
DATABASE_URLRequired | PostgreSQL connection URL (e.g. postgresql://user:pass@localhost:5432/brain) |
CUBA_PROJECT_FILTEROptional | Set to 'off' to disable v0.8 project scoping filters (admin/debug only). |
CUBA_SYNC_DIROptional | Directory used by cuba_sync export/import (default ./.memory-industry/, falls back to ./.cuba-memorys/). |
CUBA_JUDGEOptional | cuba_juez backend selector: nli | mcp_sampling | claude_cli | heuristic | auto (default auto). |
CUBA_JUEZ_CLIOptional | Subprocess CLI used by ClaudeCodeJudge (default 'claude'). |
CUBA_JUEZ_MODELOptional | Model name passed to the judge backend (default 'claude-haiku-4-5'). |
CUBA_REM_RELATION_BATCHOptional | Isolated entities the REM cycle scans for relations per run (default 5, 0 disables). |
CUBA_RERANKER_PATHOptional | Directory holding the bge-reranker ONNX model; enables cross-encoder reranking (+93% nDCG on GPU). |
CUBA_RERANK_FIXED_SHAPEOptional | Pad reranker batches to a constant 512 tokens. Defaults on for GPU builds, off on CPU. |
Details
| Package | [email protected] (NPM, stdio) |
| Package | [email protected] (PYPI, stdio) |
| Package | [email protected] (NPM, stdio) |
| Package | [email protected] (PYPI, stdio) |
| First published | 14 Oct 2026 |
| Last updated | 14 Oct 2026 |
| Registry name | io.github.LeandroPG19/memory-industry |
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