MCP Visual Language
Rank #34,859glama/lengbone/mcp-vl
Enables intelligent image analysis using GLM-4.5V model, specializing in extracting and analyzing code from screenshots with support for file paths and clipboard input.
What you can do with MCP Visual Language
MCP Visual Language is a Model Context Protocol (MCP) server published by lengbone. It ranks #34,859 of 150,963 active servers on MCP Toplist, and its repository has 11 GitHub stars. MCP Visual Language is listed across 2 registries — Glama and PulseMCP; no version information is available from the registries that list it or from its repository. It was first listed on Aug 18, 2025.
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 MCP Visual Language 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 MCP Visual Language
No registry MCP Toplist tracks declares this server’s credentials or configuration, and it has no public endpoint to probe. Check the repository README before installing.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect MCP Visual Language 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
- Aug 18, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- None — no registry declares requirements and there is no public endpoint to probe
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 22, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
Do you maintain MCP Visual Language? to correct or enrich this profile.
Version information unavailable
The registries that list this server do not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 116,104 of 150,963 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%2Flengbone%2Fmcp-vl)<a href="https://mcptoplist.com/server/glama%2Flengbone%2Fmcp-vl"><img src="https://mcptoplist.com/badge/glama%2Flengbone%2Fmcp-vl.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains MCP Visual Language?
- MCP Visual Language is maintained by lengbone, which publishes 1 MCP server tracked on MCP Toplist.
- Is MCP Visual Language listed on the Official MCP Registry?
- MCP Visual Language is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does MCP Visual Language have?
- Version information is unavailable for MCP Visual Language: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for MCP Visual Language?
- The source code for MCP Visual Language is hosted at github.com/lengbone/mcp-vl.
Do you run this server?
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