SERVER

mem-graph

Rank #12,066

glama/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.

First listed
Jul 4, 2026
Last publish date
Aug 9, 2026
OVERVIEW

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.

STANDING
#12,066of 132,046 tracked serversTop 10%

Ranks ahead of 119,980 of 132,046 servers on MCP Toplist.

CONNECT

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No setupRuns out of the box

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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MCP Toplist: Top 10% of 132,046
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REGISTRIES

Listed on 1 registry

ORGANIZATION

GoVanAI

Organization
Servers in org
1
Versions across org
3
VERSIONS

GitHub releases (3)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v0.2.0 · Jul 4, 2026v0.2.1 · Jul 25, 2026v0.3.0 · Aug 9, 2026Jul 4, 2026Aug 9, 2026
VersionPublished
v0.3.0Aug 9, 2026
v0.2.1Jul 25, 2026
v0.2.0Jul 4, 2026
FAQ

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.
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