Charlotte
Rank #13,939glama/Kazuki10527/charlotte
Enables AI agents to browse and interact with web pages through compact, structured representations — page summaries, targeted element queries, and full detail on demand — instead of paying for a full accessibility-tree dump on every call. This cuts the token cost of reading content-heavy pages by up to ~140x while still supporting navigation, forms, clicks, screenshots, and session management.
What you can do with Charlotte
Charlotte is a Model Context Protocol (MCP) server published by Kazuki10527. It ranks #13,939 of 149,623 active servers on MCP Toplist. Charlotte is listed on Glama, with 4 release tags tracked from its GitHub repository. It was first listed on Oct 17, 2026 and most recently updated on Oct 17, 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 Charlotte 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 Charlotte
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 18, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Charlotte 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.
When to choose another server
No task-specific alternatives are catalogued for Charlotteyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Oct 17, 2026
- Latest release tag
- Oct 17, 2026
- Version history
- 4 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 18, 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 18, 2026
- Glama ↗listed since Oct 17, 2026 · still listed
Do you maintain Charlotte? to correct or enrich this profile.
GitHub releases (4)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| 2.5.748 | Oct 17, 2026 |
| 2.1.0 | Oct 17, 2026 |
| 2.2.954 | Oct 17, 2026 |
| 2.0.0 | Oct 17, 2026 |
Ranks ahead of 135,684 of 149,623 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%2FKazuki10527%2Fcharlotte)<a href="https://mcptoplist.com/server/glama%2FKazuki10527%2Fcharlotte"><img src="https://mcptoplist.com/badge/glama%2FKazuki10527%2Fcharlotte.svg" alt="MCP Toplist: Top 10% of 149,623" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Charlotte?
- Charlotte is maintained by Kazuki10527, which publishes 2 MCP servers (4 total versions) tracked on MCP Toplist.
- Is Charlotte listed on the Official MCP Registry?
- Charlotte is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Charlotte have?
- No registry surfaces explicit version metadata for Charlotte; MCP Toplist tracks 4 release tags from its GitHub repository, most recently published on Oct 17, 2026.
- Where can I find the source code for Charlotte?
- The source code for Charlotte is hosted at github.com/Kazuki10527/charlotte.
Do you run this server?
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