A-MEM: Agentic Memory System
Rank #41,615glama/tobs-code/a-mem-mcp-server
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.
What you can do with A-MEM: Agentic Memory System
A-MEM: Agentic Memory System is a Model Context Protocol (MCP) server published by tobs-code. It ranks #41,615 of 168,415 active servers on MCP Toplist, and its repository has 10 GitHub stars. A-MEM: Agentic Memory System is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Jan 11, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What A-MEM: Agentic Memory System can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using A-MEM: Agentic Memory System
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Nov 4, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect A-MEM: Agentic Memory System and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for A-MEM: Agentic Memory Systemyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jan 11, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Nov 4, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 4, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
Do you maintain A-MEM: Agentic Memory System? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 126,800 of 168,415 servers on MCP Toplist.
Show your rank
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[](https://mcptoplist.com/server/glama%2Ftobs-code%2Fa-mem-mcp-server)<a href="https://mcptoplist.com/server/glama%2Ftobs-code%2Fa-mem-mcp-server"><img src="https://mcptoplist.com/badge/glama%2Ftobs-code%2Fa-mem-mcp-server.svg" alt="MCP Toplist: Top 25% of 168,415" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains A-MEM: Agentic Memory System?
- A-MEM: Agentic Memory System is maintained by tobs-code, which publishes 2 MCP servers (2 total versions) tracked on MCP Toplist.
- Is A-MEM: Agentic Memory System listed on the Official MCP Registry?
- A-MEM: Agentic Memory System is not on the Official MCP Registry. It is listed on Glama.
- How many versions does A-MEM: Agentic Memory System have?
- Version information is unavailable for A-MEM: Agentic Memory System: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for A-MEM: Agentic Memory System?
- The source code for A-MEM: Agentic Memory System is hosted at github.com/tobs-code/a-mem-mcp-server.
Do you run this server?
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