Databases · MCP server
MCP AutoMem: MCP server, setup and security
MCP AutoMem is an open-source MCP server that lets an AI agent use graph and vector memory through FalkorDB and Qdrant. Its repository has 66 stars and its last commit is from October 22, 2026 and it is licensed under MIT.
What MCP AutoMem does
According to its repository: “Graph-vector memory for AI assistants using FalkorDB and Qdrant”
An MCP server gives an AI agent extra tools it calls during the conversation: the agent reads their description, decides to use them and gets the result back. MCP AutoMem is listed under Databases, a category of 138 servers in the directory, where it ranks #88 by stars.
Topics declared by the repository: falkordb, graph-database, memory, nodejs, qdrant, rag.
Installing and connecting MCP AutoMem
Distribution modes declared in the official MCP registry:
- npm package (Node.js, usually started with
npx) - remote server (streamable-http, sse): you connect to it by URL, with nothing to install locally
Like any MCP server, you declare it in your client's configuration (Claude Desktop, Claude Code, Cursor, VS Code, Codex…): a name, the command that starts it or its URL, and any environment variables. The client then starts it and lists its tools. Project language: TypeScript.
Security: what to check
An MCP server runs code with the rights you give it, and the model reads its tool descriptions: a malicious or compromised server can hijack the agent. Read the code, or pick a maintained and widely used server, before connecting it.
None of the risk signals we track (system access, secrets, missing licence, abandonment) applies to MCP AutoMem. That does not replace reading the code.
Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.
Project activity and maintenance
Created on September 22, 2025, the verygoodplugins/mcp-automem repository has 66 stars and 15 forks, with 12 open issues. It has more stars than 58% of the servers in the directory. It received changes this month. Version published in the registry: 0.10.0 (January 7, 2026).
Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.
Verdict
MCP AutoMem is a reasonable choice; check the points below before connecting it.
Strengths
- Active project: recent commit
- Listed in the official MCP registry
- Usable remotely, without installation
- Permissive licence (MIT)
Alternatives
- Nhost9.4K ★
- ArcadeDB MCP Server1.2K ★
- Jitsu5.1K ★
- Supabase3K ★
- Dbx27.7K ★
- MCP Toolbox for Databases16.7K ★
Learn more
Frequently asked questions
How do I install MCP AutoMem?
MCP AutoMem is distributed as npm package (Node.js, usually started with npx) and a remote server. Add it to your client's MCP configuration (Claude Desktop, Cursor, VS Code…) following the README of verygoodplugins/mcp-automem.
Is MCP AutoMem free?
The code is published under the MIT licence and can be used free of charge.
Is MCP AutoMem safe?
No risk signal found (system access, secrets, licence, abandonment). As with any MCP server, keep rights minimal and read the code before sensitive use.
Is it an official server?
Nothing says so: it is a project published by verygoodplugins on GitHub. Check who maintains it before giving it access.
What are the alternatives to MCP AutoMem?
In the same category: Nhost, ArcadeDB MCP Server, Jitsu, and Supabase. Nhost and ArcadeDB MCP Server score higher on our grid.
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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score