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Adaptive Reasoning Server

An advanced MCP server that gives AI assistants persistent memory with machine-learning-powered semantic understanding, enabling branching memory, semantic search, and project analysis.

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// key findings
⚠️
Known vulnerabilities in dependencies: 2 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.
// known CVEs in dependencies2 high

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.24.2GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

high@modelcontextprotocol/sdk@1.24.2GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

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// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configADVANCED_MEMORY_ALLOW_MODEL_DOWNLOAD
configADVANCED_MEMORY_BUILD_RELATIONSHIP_INDEX_ON_STARTUP
configADVANCED_MEMORY_CONSOLE_LOG_LEVEL
configADVANCED_MEMORY_EMBEDDING_BATCH_SIZE
configADVANCED_MEMORY_EMBEDDING_PROVIDER
configADVANCED_MEMORY_ENABLE_BACKGROUND_INTERFACE_ANALYSIS
configADVANCED_MEMORY_ENABLE_EMBEDDING_BACKFILL
configADVANCED_MEMORY_ENABLE_FILE_WATCHER
configADVANCED_MEMORY_INITIAL_SCAN_DELAY_MS
configADVANCED_MEMORY_LOAD_VECTOR_INDEX_ON_STARTUP
configADVANCED_MEMORY_MODEL_CACHE_DIR
configADVANCED_MEMORY_MODEL_DOWNLOAD_TIMEOUT_MS
configADVANCED_MEMORY_RUN_INITIAL_BACKGROUND_TASKS
configADVANCED_MEMORY_SESSION_LOG
configADVANCED_MEMORY_STARTUP_FULL_SWEEP
configADVANCED_MEMORY_USE_MODEL_URL
configADVANCED_MEMORY_USE_VOCAB_URL
configALLOW_MODEL_DOWNLOAD
configDISABLE_BASELINE_SEEDno unset Set to 1 to skip loading the curated baseline knowledge into the trainer on first run.
configENABLE_QT_TOOLSno unset Set to 1 to expose the six Qt/QML analysis tools (only useful when entities carry file metadata).
configLOG_LEVEL"": "info"
configMAX_MODEL_MEMORY
configMEMORY_ALLOW_OUT_OF_ROOT
configMEMORY_PATH"": "/absolute/path/to/your/project",
configMODEL_CACHE_DIR
configMODEL_DOWNLOAD_TIMEOUT
configPERFORMANCE_MODE
configTENSORFLOW_MODEL
configTF_CPP_MIN_LOG_LEVEL
// 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/prismaero-advanced-memory-mcp-kortcw)](https://m8ven.ai/mcp/prismaero-advanced-memory-mcp-kortcw)
commit: 552f1aeefd177075c90c567c6aadf97f9d72e2f3
code hash: a3d0c818852bda216f8c4c52ab4d032d0dd1eab4e2e2793ef9d6c4bbda135ffc
verified: 6/21/2026, 10:36:05 AM
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