SERVER

Graphmem

Rank #5,356

io.github.sonic182/graphmem

Shared local memory for coding agents: SQLite, semantic recall, linked entities, code navigation.

4 versions
8 GitHub stars
by sonic182 (1 servers)View repository ↗
First listed
Oct 4, 2026
Last publish date
Oct 21, 2026
PURPOSE

What you can do with Graphmem

Graphmem is a Model Context Protocol (MCP) server published by sonic182. It ranks #5,356 of 164,084 active servers on MCP Toplist, and its repository has 8 GitHub stars. Graphmem is listed on Official MCP, with 4 tracked versions. It was first listed on Oct 4, 2026 and most recently updated on Oct 21, 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 Graphmem 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 Graphmem

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 the Official MCP Registry, last synced Oct 30, 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 Graphmem and confirm it works

npm package
claude mcp add graphmem -- npx -y @sonic182/graphmem mcp
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.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Oct 4, 2026
Latest version published
Oct 21, 2026
Version history
4 versions tracked (below)
Requirements evidence
Declared by the Official MCP Registry, last synced Oct 30, 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 21, 2026
Registry sightings

Do you maintain Graphmem? to correct or enrich this profile.

VERSIONS

Available versions (4)

0.10.1 · Oct 8, 20260.11.0 · Oct 9, 20260.12.0 · Oct 16, 20260.13.0 · Oct 21, 2026Oct 8, 2026Oct 21, 2026
VersionPublished
0.13.0Oct 21, 2026
0.12.0Oct 16, 2026
0.11.0Oct 9, 2026
0.10.1Oct 8, 2026
STANDING
#5,356of 164,084 active serversTop 5%

Ranks ahead of 158,728 of 164,084 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 164,084
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.sonic182%2Fgraphmem.svg)](https://mcptoplist.com/server/io.github.sonic182%2Fgraphmem)
HTML
<a href="https://mcptoplist.com/server/io.github.sonic182%2Fgraphmem"><img src="https://mcptoplist.com/badge/io.github.sonic182%2Fgraphmem.svg" alt="MCP Toplist: Top 5% of 164,084" /></a>

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

FAQ

Frequently asked questions

Who maintains Graphmem?
Graphmem is maintained by sonic182, which publishes 1 MCP server (4 total versions) tracked on MCP Toplist.
Is Graphmem listed on the Official MCP Registry?
Yes — Graphmem is listed on the Official MCP Registry.
How many versions does Graphmem have?
MCP Toplist tracks 4 versions of Graphmem, most recently published on Oct 21, 2026.
Where can I find the source code for Graphmem?
The source code for Graphmem is hosted at github.com/sonic182/graphmem.
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