SERVER

MemoryPilot

Rank #3,008

com.soflution/memorypilot

Long-term memory for AI agents: fast recall, project brains and skills, local, in one binary.

4 versions
18 GitHub stars
by Soflutionltd (6 servers)View repository ↗
First listed
May 17, 2026
Last publish date
Oct 28, 2026
PURPOSE

What you can do with MemoryPilot

MemoryPilot is a Model Context Protocol (MCP) server published by Soflutionltd. It ranks #3,008 of 164,084 active servers on MCP Toplist, and its repository has 18 GitHub stars. MemoryPilot is listed across 2 registries — Official MCP and Glama, with 4 tracked versions. It was first listed on May 17, 2026 and most recently updated on Oct 28, 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 MemoryPilot 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 MemoryPilot

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 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 MemoryPilot and confirm it works

MCP bundle

Published as mcp bundle `https://github.com/Soflutionltd/MemoryPilot/releases/download/v4.13.0/memorypilot.mcpb` — install it through your client’s extension manager.

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 Soflutionltd
View all Soflutionltd servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
May 17, 2026
Latest version published
Oct 28, 2026
Version history
4 versions tracked (below)
Requirements evidence
Declared by Glama, 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 30, 2026
Registry sightings

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

VERSIONS

Available versions (4)

4.10.0 · Oct 26, 20264.11.0 · Oct 28, 20264.12.0 · Oct 28, 20264.13.0 · Oct 28, 2026Oct 26, 2026Oct 28, 2026
VersionPublished
4.13.0Oct 28, 2026
4.12.0Oct 28, 2026
4.11.0Oct 28, 2026
4.10.0Oct 26, 2026
STANDING
#3,008of 164,084 active serversTop 5%

Ranks ahead of 161,076 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
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[![MCP Toplist](https://mcptoplist.com/badge/com.soflution%2Fmemorypilot.svg)](https://mcptoplist.com/server/com.soflution%2Fmemorypilot)
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<a href="https://mcptoplist.com/server/com.soflution%2Fmemorypilot"><img src="https://mcptoplist.com/badge/com.soflution%2Fmemorypilot.svg" alt="MCP Toplist: Top 5% of 164,084" /></a>

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FAQ

Frequently asked questions

Who maintains MemoryPilot?
MemoryPilot is maintained by Soflutionltd, which publishes 6 MCP servers (21 total versions) tracked on MCP Toplist.
Is MemoryPilot listed on the Official MCP Registry?
Yes — MemoryPilot is listed on the Official MCP Registry, alongside Glama.
How many versions does MemoryPilot have?
MCP Toplist tracks 4 versions of MemoryPilot, most recently published on Oct 28, 2026.
Where can I find the source code for MemoryPilot?
The source code for MemoryPilot is hosted at github.com/Soflutionltd/MemoryPilot.
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