Agent Memory MCP

Item: Agent Memory MCP
Rating: 64
Author: M8ven

A self-improving memory server that captures, organizes, and shares memories across workspaces, builds a personal knowledge graph, learns preferences, and recommends tools to limit token usage.

→ jthiruveedula/agent-memory-mcp · listed on glama

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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.

🔐

You'll be asked for 1 credential: OPENAI_API_KEY

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

// known CVEs in dependencies3 high

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

high@modelcontextprotocol/sdk@1.13.0GHSA-345p-7cg4-v4c7

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

high@modelcontextprotocol/sdk@1.13.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.13.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

Depend on this server? Get alerted when its CVEs change.Watch this server free →

// required environment variables

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

configAGENT_MEMORY_DIR— Storage directory (default: ~/.agent-memory-mcp)

configAGENT_MEMORY_LOG_LEVEL— debug, info, warn, error (default: info)

🔐 secretOPENAI_API_KEY— Optional: enables OpenAI text-embedding-3-small embeddings

configOPENAI_EMBEDDING_MODEL

// 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 4 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/jthiruveedula-agent-memory-mcp-zdajes)](https://m8ven.ai/mcp/jthiruveedula-agent-memory-mcp-zdajes)

commit: 9b5f25922932811f0bfca2286b3dbcd2fc982d4d

code hash: 74f604db49ec80736b0f2f48223c45c0d4cf3c75055d97adb7aed7d8a064703d

verified: 7/15/2026, 8:45:53 AM

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