SERVER

fastcar-vision

Rank #145,332

glama/williamDazhangyu/-fastcar-mcp-vision-tools

Provides vision understanding capabilities such as image analysis, OCR, object localization, and video frame analysis, plus optional image generation and editing, to coding agents via OpenAI-compatible multimodal models. Runs as a local MCP server with HTTP and stdio transports, configurable for clients like Codex, Claude Code, Kimi, and Cursor.

First listed
Aug 9, 2026
Last publish date
—
PURPOSE

What you can do with fastcar-vision

fastcar-vision is a Model Context Protocol (MCP) server published by williamDazhangyu. It ranks #145,332 of 153,003 active servers on MCP Toplist. fastcar-vision is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Aug 9, 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 fastcar-vision 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 fastcar-vision

DeclaredNo credentialsNo credentials declared

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 20, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect fastcar-vision and confirm it works

Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.

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.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Aug 9, 2026
Version history
Unavailable — no registry exposes versions and no release tags were found
Requirements evidence
Declared by Glama, last synced Oct 20, 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 20, 2026
Registry sightings
  • Glama ↗listed since Aug 10, 2026 · still listed

Do you maintain fastcar-vision? to correct or enrich this profile.

VERSIONS

Version information unavailable

The registry that lists this server does 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.

STANDING
#145,332of 153,003 active servers

Ranks ahead of 7,671 of 153,003 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: #145,332 of 153,003
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FAQ

Frequently asked questions

Who maintains fastcar-vision?
fastcar-vision is maintained by williamDazhangyu, which publishes 1 MCP server tracked on MCP Toplist.
Is fastcar-vision listed on the Official MCP Registry?
fastcar-vision is not on the Official MCP Registry. It is listed on Glama.
How many versions does fastcar-vision have?
Version information is unavailable for fastcar-vision: 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 fastcar-vision?
The source code for fastcar-vision is hosted at github.com/williamDazhangyu/-fastcar-mcp-vision-tools.
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