SERVER

agenthand

Rank #14,447

io.github.AUsernameForYou/agenthand

Turn messy product photos into listing-ready images, with a fidelity receipt on every staged shot.

Listed & last published
Oct 28, 2026
PURPOSE

What you can do with agenthand

agenthand is a Model Context Protocol (MCP) server published by AUsernameForYou. It ranks #14,447 of 168,415 active servers on MCP Toplist. agenthand is listed on Official MCP, with 2 tracked versions. It was first listed on Oct 28, 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 agenthand 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 agenthand

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by the Official MCP Registry, last synced Nov 4, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config
  • META_API_KEY · required
INSTALLATION AND FIRST TASK

Connect agenthand and confirm it works

Python package (PyPI)
claude mcp add agenthand -e "META_API_KEY=<your META_API_KEY>" -- uvx agenthand

Replace each placeholder with your own value before saving.

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 AUsernameForYou
View all AUsernameForYou servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Oct 28, 2026
Latest version published
Oct 28, 2026
Version history
2 versions tracked (below)
Requirements evidence
Declared by the Official MCP Registry, last synced Nov 4, 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 28, 2026
Registry sightings

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

VERSIONS

Available versions (2)

0.1.1 · Oct 28, 20260.1.2 · Oct 28, 2026Oct 28, 2026Oct 28, 2026
VersionPublished
0.1.2Oct 28, 2026
0.1.1Oct 28, 2026
STANDING
#14,447of 168,415 active serversTop 10%

Ranks ahead of 153,968 of 168,415 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 10% of 168,415
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.AUsernameForYou%2Fagenthand.svg)](https://mcptoplist.com/server/io.github.AUsernameForYou%2Fagenthand)
HTML
<a href="https://mcptoplist.com/server/io.github.AUsernameForYou%2Fagenthand"><img src="https://mcptoplist.com/badge/io.github.AUsernameForYou%2Fagenthand.svg" alt="MCP Toplist: Top 10% of 168,415" /></a>

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

FAQ

Frequently asked questions

Who maintains agenthand?
agenthand is maintained by AUsernameForYou, which publishes 2 MCP servers (5 total versions) tracked on MCP Toplist.
Is agenthand listed on the Official MCP Registry?
Yes — agenthand is listed on the Official MCP Registry.
How many versions does agenthand have?
MCP Toplist tracks 2 versions of agenthand, most recently published on Oct 28, 2026.
Where can I find the source code for agenthand?
The source code for agenthand is hosted at github.com/AUsernameForYou/agenthand.
Used in projects

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