clef-use
Rank #6,126glama/kotori0919/clef-use
Enables MCP agents to run, continue, observe, check status of, and abort bounded GUI automation tasks through a shared local runtime with visual detection and deterministic input.
What you can do with clef-use
clef-use is a Model Context Protocol (MCP) server published by snowman0919. It ranks #6,126 of 152,040 active servers on MCP Toplist. clef-use is listed on Glama, with 10 release tags tracked from its GitHub repository. It was first listed on Oct 3, 2026 and most recently updated on Oct 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.
What clef-use can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using clef-use
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 25, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect clef-use and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
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.
What changed, and when this was checked
- First listed
- Oct 3, 2026
- Latest release tag
- Oct 10, 2026
- Version history
- 10 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 25, 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 25, 2026
Do you maintain clef-use? to correct or enrich this profile.
GitHub releases (10)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.1.29 | Oct 10, 2026 |
| v0.1.28 | Oct 10, 2026 |
| v0.1.27 | Oct 10, 2026 |
| v0.1.26 | Oct 10, 2026 |
| v0.1.25 | Oct 9, 2026 |
| v0.1.21 | Oct 5, 2026 |
| v0.1.20 | Oct 5, 2026 |
| v0.1.17 | Oct 4, 2026 |
| v0.1.16 | Oct 4, 2026 |
| v0.1.14 | Oct 4, 2026 |
Ranks ahead of 145,914 of 152,040 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fkotori0919%2Fclef-use)<a href="https://mcptoplist.com/server/glama%2Fkotori0919%2Fclef-use"><img src="https://mcptoplist.com/badge/glama%2Fkotori0919%2Fclef-use.svg" alt="MCP Toplist: Top 5% of 152,040" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains clef-use?
- clef-use is maintained by snowman0919, which publishes 1 MCP server (10 total versions) tracked on MCP Toplist.
- Is clef-use listed on the Official MCP Registry?
- clef-use is not on the Official MCP Registry. It is listed on Glama.
- How many versions does clef-use have?
- No registry surfaces explicit version metadata for clef-use; MCP Toplist tracks 10 release tags from its GitHub repository, most recently published on Oct 10, 2026.
- Where can I find the source code for clef-use?
- The source code for clef-use is hosted at github.com/snowman0919/clef-use.
Do you run this server?
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