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1 month ago

glama

A-MEM: Agentic Memory System

Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

→ tobs-code/a-mem-mcp-server · listed on glama

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// key findings

✅

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.

🔐

You'll be asked for 4 credentials: OPENROUTER_API_KEY, UNSTRUCTURED_API_KEY, GOOGLE_API_KEY, REDIS_PASSWORD

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configLLM_PROVIDER

configOLLAMA_BASE_URL— Change in code if necessary

configOLLAMA_LLM_MODEL

configOLLAMA_EMBEDDING_MODEL

🔐 secretOPENROUTER_API_KEY

configOPENROUTER_BASE_URL

configOPENROUTER_LLM_MODEL

configOPENROUTER_EMBEDDING_MODEL

configMAX_NEIGHBORS

configMIN_SIMILARITY_SCORE

configTCP_SERVER_ENABLED

configTCP_SERVER_HOST

configTCP_SERVER_PORT

configRESEARCHER_ENABLED

configRESEARCHER_CONFIDENCE_THRESHOLD

configRESEARCHER_MAX_SOURCES

configRESEARCHER_MAX_CONTENT_LENGTH

configJINA_READER_ENABLED

configJINA_READER_HOST

configJINA_READER_PORT

configUNSTRUCTURED_ENABLED

configUNSTRUCTURED_API_URL

🔐 secretUNSTRUCTURED_API_KEY

configUNSTRUCTURED_USE_LIBRARY

configGOOGLE_SEARCH_ENABLED

🔐 secretGOOGLE_API_KEY

configGOOGLE_SEARCH_ENGINE_ID

configGRAPH_BACKEND

configREDIS_HOST

configREDIS_PORT

🔐 secretREDIS_PASSWORD

// 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/tobs-code-a-mem-mcp-server-1qg3mr)](https://m8ven.ai/mcp/tobs-code-a-mem-mcp-server-1qg3mr)

commit: d3f6ba66de437587a2aa2a775ccdc4fbbdd6f313

code hash: 2da54671e38a409bd797558d16697d5d8b6e301c501a6db25fe8b5f1eec2dffc

verified: 6/17/2026, 12:48:00 PM

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