Server data from the Official MCP Registry
Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.
About
Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.
Remote endpoints: streamable-http: https://deepmem.dev/mcp
Security Report
DeepMem is a memory management system with reasonable architecture and security controls, but exhibits several concerning patterns including overly broad exception handling, incomplete input validation in critical paths, and insufficient authentication enforcement in the HTTP API layer. The codebase lacks explicit API key validation and authentication middleware, relying instead on implicit per-tenant isolation via user_id filtering. While permissions broadly match the stated purpose of a vector database + LLM memory service, the security controls are insufficient for production multi-tenant scenarios. Supply chain analysis found 17 known vulnerabilities in dependencies (1 critical, 7 high severity).
4 files analyzed · 25 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
What You'll Need
Set these up before or after installing:
Environment variable: LLM_PROVIDER
Environment variable: EMBEDDING_PROVIDER
Environment variable: BGE_M3_PATH
Environment variable: BGE_DEVICE
Environment variable: CORS_ORIGINS
How to Install & Connect
Available as Local & Remote
This plugin can run on your machine or connect to a hosted endpoint. during install.
Reviews
No reviews yet
Be the first to review this server!
More Developer Tools MCP Servers
Fetch
Freeby Modelcontextprotocol · Developer Tools
Web content fetching and conversion for efficient LLM usage
Git
Freeby Modelcontextprotocol · Developer Tools
Read, search, and manipulate Git repositories programmatically
Toleno
Freeby Toleno · Developer Tools
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI using natural language.
mcp-creator-python
Freeby mcp-marketplace · Developer Tools
Create, build, and publish Python MCP servers to PyPI — conversationally.
MarkItDown
Freeby Microsoft · Content & Media
Convert files (PDF, Word, Excel, images, audio) to Markdown for LLM consumption
MCP Marketplace
Freeby mcp-marketplace · Developer Tools
Search and install MCP servers from inside your AI client.