mem-graph
Rank #12,066glama/GoVanAI/mem-graph
Graph-relational memory MCP server for persistent LLM memory, featuring wikilinks, BM25 auto-linking, spreading activation, and synaptic decay across five memory layers.
mem-graph is a Model Context Protocol (MCP) server published by GoVanAI. It ranks #12,066 of 132,046 servers tracked on MCP Toplist. mem-graph is listed on Glama, with 3 release tags tracked from its GitHub repository. It was first listed on Jul 4, 2026 and most recently updated on Aug 9, 2026.
Ranks ahead of 119,980 of 132,046 servers on MCP Toplist.
Use mem-graph
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FGoVanAI%2Fmem-graph)<a href="https://mcptoplist.com/server/glama%2FGoVanAI%2Fmem-graph"><img src="https://mcptoplist.com/badge/glama%2FGoVanAI%2Fmem-graph.svg" alt="MCP Toplist: Top 10% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
GoVanAI
GitHub releases (3)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.3.0 | Aug 9, 2026 |
| v0.2.1 | Jul 25, 2026 |
| v0.2.0 | Jul 4, 2026 |
Frequently asked questions
- Who maintains mem-graph?
- mem-graph is maintained by GoVanAI, which publishes 1 MCP server (3 total versions) tracked on MCP Toplist.
- Is mem-graph listed on the Official MCP Registry?
- mem-graph is not on the Official MCP Registry. It is listed on Glama.
- How many versions does mem-graph have?
- No registry surfaces explicit version metadata for mem-graph; MCP Toplist tracks 3 release tags from its GitHub repository, most recently published on Aug 9, 2026.
- Where can I find the source code for mem-graph?
- The source code for mem-graph is hosted at github.com/GoVanAI/mem-graph.
Do you run this server?
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