SERVER

Dense Mem

Rank #463

glama/markhuangai/dense-mem

About Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and Neo4j.

96 release tags
38 GitHub stars
by markhuangai (1 servers)View repository ↗
First listed
Jun 17, 2026
Last publish date
Aug 29, 2026
OVERVIEW

Dense Mem is a Model Context Protocol (MCP) server published by markhuangai. It ranks #463 of 115,460 servers tracked on MCP Toplist, and its repository has 38 GitHub stars. Dense Mem is listed on Glama, with 96 release tags tracked from its GitHub repository. It was first listed on Jun 17, 2026 and most recently updated on Aug 29, 2026.

STANDING
#463of 115,460 tracked serversTop 0.5%

Ranks ahead of 114,997 of 115,460 servers on MCP Toplist.

Recent momentum
+10GitHub stars since Jun 15 (+36%)
CONNECT

Use Dense Mem

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 1% of 115,460
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fmarkhuangai%2Fdense-mem.svg)](https://mcptoplist.com/server/glama%2Fmarkhuangai%2Fdense-mem)
HTML
<a href="https://mcptoplist.com/server/glama%2Fmarkhuangai%2Fdense-mem"><img src="https://mcptoplist.com/badge/glama%2Fmarkhuangai%2Fdense-mem.svg" alt="MCP Toplist: Top 1% of 115,460" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 1 registry

Glama
ORGANIZATION

markhuangai

Organization
markhuangai
Servers in org
1
Versions across org
96
VERSIONS

GitHub releases (96)

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

v1.5.2-rc.4 · Jun 17, 2026v1.5.2-rc.5 · Jun 17, 2026v1.5.2-rc.6 · Jun 17, 2026v1.5.2-rc.7 · Jun 18, 2026v1.5.2-rc.8 · Jun 18, 2026v1.5.2-rc.9 · Jun 18, 2026v1.5.2-rc.10 · Jun 18, 2026v1.5.2 · Jun 18, 2026v1.5.3-rc.0 · Jun 18, 2026v1.5.3-rc.1 · Jun 19, 2026v1.5.3-rc.3 · Jun 20, 2026v1.5.3-rc.4 · Jun 20, 2026v1.5.3-rc.5 · Jun 21, 2026v1.6.0 · Jun 21, 2026v1.6.1-rc.1 · Jun 21, 2026v1.6.2-rc.2 · Jun 22, 2026v1.6.2-rc.3 · Jun 22, 2026v1.6.2-rc.4 · Jun 22, 2026v1.6.2-rc.5 · Jun 22, 2026v1.6.2-rc.6 · Jun 23, 2026v1.6.2-rc.8 · Jun 23, 2026v1.6.2-rc.9 · Jun 24, 2026v1.6.2 · Jun 24, 2026v1.6.3-rc.0 · Jun 24, 2026v1.6.3-rc.1 · Jun 25, 2026v1.6.3 · Jun 26, 2026v1.6.4-rc.0 · Jun 26, 2026v1.6.4-rc.1 · Jun 27, 2026v1.6.4-rc.2 · Jun 27, 2026v1.6.4-rc.3 · Jun 27, 2026v1.6.4-rc.4 · Jun 28, 2026v1.6.4-rc.5 · Jun 29, 2026v1.6.4-rc.6 · Jun 30, 2026v1.6.4-rc.7 · Jul 1, 2026v1.6.4-rc.8 · Jul 1, 2026v1.6.4-rc.9 · Jul 2, 2026v2.0.0 · Jul 2, 2026v2.0.1-rc.0 · Jul 4, 2026v2.0.1-rc.1 · Jul 4, 2026v2.0.1-rc.2 · Jul 4, 2026v2.0.1-rc.3 · Jul 5, 2026v2.0.1 · Jul 5, 2026v2.0.2-rc.0 · Jul 7, 2026v2.0.2-rc.1 · Jul 7, 2026v2.0.2-rc.2 · Jul 8, 2026v2.0.2-rc.3 · Jul 8, 2026v2.0.2-rc.4 · Jul 8, 2026v2.0.2-rc.5 · Jul 10, 2026v2.0.2-rc.6 · Jul 12, 2026v2.0.2 · Jul 14, 2026v2.1.1-rc.2 · Jul 18, 2026v2.1.1-rc.3 · Jul 18, 2026v2.1.1-rc.4 · Jul 18, 2026v2.1.1-rc.5 · Jul 18, 2026v2.1.1-rc.6 · Jul 19, 2026v2.1.1-rc.7 · Jul 19, 2026v2.1.1-rc.8 · Jul 19, 2026v2.1.1-rc.9 · Jul 21, 2026v2.1.1-rc.10 · Jul 21, 2026v2.1.1-rc.11 · Jul 22, 2026v2.1.1-rc.12 · Jul 22, 2026v2.1.1-rc.13 · Jul 22, 2026v2.1.2-rc.0 · Jul 24, 2026v2.1.2 · Jul 24, 2026v2.1.3-rc.0 · Jul 25, 2026v2.1.3-rc.1 · Jul 25, 2026v2.2.0 · Jul 25, 2026v2.2.1-rc.3 · Jul 26, 2026v2.2.1-rc.4 · Jul 27, 2026v2.2.1-rc.5 · Jul 27, 2026v2.2.1-rc.6 · Jul 27, 2026v2.2.1 · Jul 27, 2026v2.3.1-rc.0 · Jul 28, 2026v2.3.1-rc.1 · Jul 29, 2026v2.3.1-rc.2 · Jul 29, 2026v2.3.1 · Jul 29, 2026v2.3.2-rc.0 · Jul 30, 2026v2.4.1-rc.2 · Aug 1, 2026v2.4.1-rc.3 · Aug 1, 2026v2.4.1-rc.4 · Aug 1, 2026v2.4.1 · Aug 1, 2026v2.4.2-rc.0 · Aug 1, 2026v2.4.2-rc.1 · Aug 2, 2026v2.4.2 · Aug 2, 2026v2.4.3-rc.0 · Aug 3, 2026v2.4.3-rc.1 · Aug 4, 2026v2.6.1-rc.1 · Aug 25, 2026v2.6.1-rc.2 · Aug 25, 2026v2.6.1-rc.3 · Aug 26, 2026v2.6.1-rc.4 · Aug 26, 2026v2.6.1-rc.5 · Aug 26, 2026v2.6.1-rc.9 · Aug 28, 2026v2.6.1-rc.10 · Aug 28, 2026v2.6.1-rc.11 · Aug 29, 2026v2.6.1-rc.12 · Aug 29, 2026v2.6.1-rc.13 · Aug 29, 2026Jun 17, 2026Aug 29, 2026
VersionPublished
v2.6.1-rc.13Aug 29, 2026
v2.6.1-rc.12Aug 29, 2026
v2.6.1-rc.11Aug 29, 2026
v2.6.1-rc.10Aug 28, 2026
v2.6.1-rc.9Aug 28, 2026
v2.6.1-rc.5Aug 26, 2026
v2.6.1-rc.4Aug 26, 2026
v2.6.1-rc.3Aug 26, 2026
v2.6.1-rc.2Aug 25, 2026
v2.6.1-rc.1Aug 25, 2026
v2.4.3-rc.1Aug 4, 2026
v2.4.3-rc.0Aug 3, 2026
v2.4.2Aug 2, 2026
v2.4.2-rc.1Aug 2, 2026
v2.4.2-rc.0Aug 1, 2026
v2.4.1Aug 1, 2026
v2.4.1-rc.4Aug 1, 2026
v2.4.1-rc.3Aug 1, 2026
v2.4.1-rc.2Aug 1, 2026
v2.3.2-rc.0Jul 30, 2026
v2.3.1Jul 29, 2026
v2.3.1-rc.2Jul 29, 2026
v2.3.1-rc.1Jul 29, 2026
v2.3.1-rc.0Jul 28, 2026
v2.2.1Jul 27, 2026
v2.2.1-rc.6Jul 27, 2026
v2.2.1-rc.5Jul 27, 2026
v2.2.1-rc.4Jul 27, 2026
v2.2.1-rc.3Jul 26, 2026
v2.2.0Jul 25, 2026
v2.1.3-rc.1Jul 25, 2026
v2.1.3-rc.0Jul 25, 2026
v2.1.2Jul 24, 2026
v2.1.2-rc.0Jul 24, 2026
v2.1.1-rc.13Jul 22, 2026
v2.1.1-rc.12Jul 22, 2026
v2.1.1-rc.11Jul 22, 2026
v2.1.1-rc.10Jul 21, 2026
v2.1.1-rc.9Jul 21, 2026
v2.1.1-rc.8Jul 19, 2026
v2.1.1-rc.7Jul 19, 2026
v2.1.1-rc.6Jul 19, 2026
v2.1.1-rc.5Jul 18, 2026
v2.1.1-rc.4Jul 18, 2026
v2.1.1-rc.3Jul 18, 2026
v2.1.1-rc.2Jul 18, 2026
v2.0.2Jul 14, 2026
v2.0.2-rc.6Jul 12, 2026
v2.0.2-rc.5Jul 10, 2026
v2.0.2-rc.4Jul 8, 2026
v2.0.2-rc.3Jul 8, 2026
v2.0.2-rc.2Jul 8, 2026
v2.0.2-rc.1Jul 7, 2026
v2.0.2-rc.0Jul 7, 2026
v2.0.1Jul 5, 2026
v2.0.1-rc.3Jul 5, 2026
v2.0.1-rc.2Jul 4, 2026
v2.0.1-rc.1Jul 4, 2026
v2.0.1-rc.0Jul 4, 2026
v2.0.0Jul 2, 2026
v1.6.4-rc.9Jul 2, 2026
v1.6.4-rc.8Jul 1, 2026
v1.6.4-rc.7Jul 1, 2026
v1.6.4-rc.6Jun 30, 2026
v1.6.4-rc.5Jun 29, 2026
v1.6.4-rc.4Jun 28, 2026
v1.6.4-rc.3Jun 27, 2026
v1.6.4-rc.2Jun 27, 2026
v1.6.4-rc.1Jun 27, 2026
v1.6.4-rc.0Jun 26, 2026
v1.6.3Jun 26, 2026
v1.6.3-rc.1Jun 25, 2026
v1.6.3-rc.0Jun 24, 2026
v1.6.2Jun 24, 2026
v1.6.2-rc.9Jun 24, 2026
v1.6.2-rc.8Jun 23, 2026
v1.6.2-rc.6Jun 23, 2026
v1.6.2-rc.5Jun 22, 2026
v1.6.2-rc.4Jun 22, 2026
v1.6.2-rc.3Jun 22, 2026
v1.6.2-rc.2Jun 22, 2026
v1.6.1-rc.1Jun 21, 2026
v1.6.0Jun 21, 2026
v1.5.3-rc.5Jun 21, 2026
v1.5.3-rc.4Jun 20, 2026
v1.5.3-rc.3Jun 20, 2026
v1.5.3-rc.1Jun 19, 2026
v1.5.3-rc.0Jun 18, 2026
v1.5.2Jun 18, 2026
v1.5.2-rc.10Jun 18, 2026
v1.5.2-rc.9Jun 18, 2026
v1.5.2-rc.8Jun 18, 2026
v1.5.2-rc.7Jun 18, 2026
v1.5.2-rc.6Jun 17, 2026
v1.5.2-rc.5Jun 17, 2026
v1.5.2-rc.4Jun 17, 2026
FAQ

Frequently asked questions

Who maintains Dense Mem?
Dense Mem is maintained by markhuangai, which publishes 1 MCP server (96 total versions) tracked on MCP Toplist.
Is Dense Mem listed on the Official MCP Registry?
Dense Mem is not on the Official MCP Registry. It is listed on Glama.
How many versions does Dense Mem have?
No registry surfaces explicit version metadata for Dense Mem; MCP Toplist tracks 96 release tags from its GitHub repository, most recently published on Aug 29, 2026.
Where can I find the source code for Dense Mem?
The source code for Dense Mem is hosted at github.com/markhuangai/dense-mem.
EXPLORE
All MCP ServersGitHub MCP ServersBest MCP ServersMost Active MCP ServersNew MCP ServersBest New MCP Servers