SERVER

mem-context

Rank #6,589

io.github.turbyho/mem-context

Temporal memory MCP server with LanceDB vector search, weight-decay scoring, and LLM consolidation

3 versions
1 GitHub stars
by turbyho (2 servers)View repository ↗
First listed
Jun 9, 2026
Last publish date
Jun 10, 2026
PURPOSE

What you can do with mem-context

mem-context is a Model Context Protocol (MCP) server published by turbyho. It ranks #6,589 of 144,396 active servers on MCP Toplist, and its repository has 1 GitHub stars. mem-context is listed across 4 registries — Official MCP, PulseMCP, Glama and mcp.so, with 3 tracked versions. It was first listed on Jun 9, 2026 and most recently updated on Jun 10, 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.

CAPABILITIES AND LIMITATIONS

What mem-context can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using mem-context

DeclaredNo credentialsNo credentials declared

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 Oct 16, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect mem-context and confirm it works

Python package (PyPI)
claude mcp add mem-context -- uvx mem-context
First successful task

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.

ALTERNATIVES

When to choose another server

Other servers by turbyho
View all turbyho servers →

No task-specific alternatives are catalogued for mem-contextyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jun 9, 2026
Latest version published
Jun 10, 2026
Version history
3 versions tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 16, 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
Oct 16, 2026
Registry sightings

Do you maintain mem-context? to correct or enrich this profile.

VERSIONS

Available versions (3)

0.1.2 · Jun 9, 20260.1.3 · Jun 10, 20260.1.4 · Jun 10, 2026Jun 9, 2026Jun 10, 2026
VersionPublished
0.1.4Jun 10, 2026
0.1.3Jun 10, 2026
0.1.2Jun 9, 2026
STANDING
#6,589of 144,396 active serversTop 5%

Ranks ahead of 137,807 of 144,396 servers on MCP Toplist.

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 5% of 144,396
Markdown
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HTML
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FAQ

Frequently asked questions

Who maintains mem-context?
mem-context is maintained by turbyho, which publishes 2 MCP servers (14 total versions) tracked on MCP Toplist.
Is mem-context listed on the Official MCP Registry?
Yes — mem-context is listed on the Official MCP Registry, alongside PulseMCP, Glama and mcp.so.
How many versions does mem-context have?
MCP Toplist tracks 3 versions of mem-context, most recently published on Jun 10, 2026.
Where can I find the source code for mem-context?
The source code for mem-context is hosted at github.com/turbyho/mem-context.
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