SERVER

MCP Visual Language

Rank #14404

glama/lengbone/mcp-vl

Provides image recognition and analysis using GLM-4.5V vision model with tools for general image description, code screenshot analysis with language detection, and automatic image processing with format conversion and metadata extraction.

Not versioned
11 GitHub stars
by lengbone (1 servers)View repository ↗
First listed
Aug 18, 2025
Last publish date
OVERVIEW

MCP Visual Language is a Model Context Protocol (MCP) server published by lengbone. It ranks #14404 of 58,832 servers tracked on MCP Toplist, and its repository has 11 GitHub stars. MCP Visual Language is listed across 2 registries — Glama and PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 18, 2025.

STANDING
#14,404of 58,832 tracked serversTop 25%

Ranks ahead of 44,428 of 58,832 servers on MCP Toplist.

CONNECT

Use MCP Visual Language

MCP Visual Language doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.

REGISTRIES

Listed on 2 registries

ORGANIZATION

lengbone

Organization
Total servers
1
Total versions
0
VERSIONS

Not versioned

This server is published through registries that do not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

What is MCP Visual Language?
Provides image recognition and analysis using GLM-4.5V vision model with tools for general image description, code screenshot analysis with language detection, and automatic image processing with format conversion and metadata extraction.
Who maintains MCP Visual Language?
MCP Visual Language is maintained by lengbone, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is MCP Visual Language an official MCP server?
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?
MCP Visual Language ships as a single rolling release with no explicit version metadata.
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.
EXPLORE
MCP Visual Language - MCP Server #14404 | MCP Toplist