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13 days ago
glama

mcp-local-memory

A lightweight, powerful local memory server for AI agents supporting text, entities, and relations. Enables persistent codebase understanding and user preference management.

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// key findings
⚠️
Known vulnerabilities in dependencies: 3 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configARCHIVIST_STRATEGY"": "nlp",
configCONTEXT_MAX_ENTITIESInteger 5 Max high-importance entities in context.
configCONTEXT_MAX_MEMORIESInteger 5 Max recent memories in context.
configCONTEXT_TODO_LIMITInteger 3 Max pending todos shown in memory://current-context.
configCONTEXT_WINDOW_LIMITInteger 500 Max characters returned by memory://current-context.
configEMBEDDING_CONCURRENCYInteger 5 Max concurrent embedding operations for remember_facts. Higher values = faster batch processing but more CPU/memory usage.
configENABLE_CONSOLIDATE_TOOLtrue, false false Enable the consolidate_context tool for retrospective memory extraction.
configEXTENSIONS_PATHPath to directory (none) Optional path to load custom tool extensions from external directory. Allows adding private/experimental tools without modifying the codebase.
configEXTRACT_COMPLEX_CONCEPTStrue, false true Enable extraction of modifier+noun phrases (e.g., "optimized WGSL"). Set to false to disable.
configMEMORY_CONSOLIDATION_FACTORFloat 1.0 Strength of access-based consolidation. Higher = frequently-used memories resist decay more.
configMEMORY_DB_PATHPath to DB file ./memory.db Location of the SQLite database.
configMEMORY_HALF_LIFE_WEEKSFloat 4.0 Weeks until memory importance decays to 50%. Longer = slower decay.
configMEMORY_SEMANTIC_WEIGHTFloat 0.7 Balance between semantic similarity (0.7) and decayed importance (0.3) in recall ranking.
configOLLAMA_URLURL string http://localhost:11434 Full API Endpoint for the LLM strategy (e.g. http://localhost:11434/api/generate).
configTAG_MATCH_BOOSTFloat 0.15 Score boost for exact tag matches in recall results. Higher = stronger tag priority.
configTEST_MODE
configTEST_WORKER_THREAD
configUSE_WORKERtrue, false true Run Archivist in a background thread to prevent blocking.
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/beledarian-mcp-local-memory-59id1b)](https://m8ven.ai/mcp/beledarian-mcp-local-memory-59id1b)
commit: 29b5d6a8f007a72d5f2a9f896432507fedd4c91e
code hash: f5822ee872b3aa1fdc71b89f3e57c35ec5accfd13101a3be889ec88f90e76748
verified: 6/10/2026, 11:22:35 AM
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