SERVER

imagine-mcp

Rank #2,594

io.github.n24q02m/imagine-mcp

MCP server for image/video understanding & generation (Gemini/OpenAI/Grok)

31 versions

4 GitHub stars

by n24q02m (13 servers)View repository ↗

First listed

Apr 17, 2026

Last publish date

Sep 12, 2026

PURPOSE

What you can do with imagine-mcp

imagine-mcp is a Model Context Protocol (MCP) server published by n24q02m. It ranks #2,594 of 151,203 active servers on MCP Toplist, and its repository has 4 GitHub stars. imagine-mcp is listed across 3 registries — Official MCP, PulseMCP and Glama, with 31 tracked versions. It was first listed on Apr 17, 2026 and most recently updated on Sep 12, 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 imagine-mcp 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 imagine-mcp

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 23, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

UNDERSTAND_MODELS · optional
GEMINI_API_KEY · optional
OPENAI_API_KEY · optional
XAI_API_KEY · optional

INSTALLATION AND FIRST TASK

Connect imagine-mcp and confirm it works

Python package (PyPI)

claude mcp add imagine-mcp -e "UNDERSTAND_MODELS=<your UNDERSTAND_MODELS>" -e "GEMINI_API_KEY=<your GEMINI_API_KEY>" -e "OPENAI_API_KEY=<your OPENAI_API_KEY>" -e "XAI_API_KEY=<your XAI_API_KEY>" -- uvx imagine-mcp

Replace each placeholder with your own value before saving.

Docker image

claude mcp add imagine-mcp -e "UNDERSTAND_MODELS=<your UNDERSTAND_MODELS>" -e "GEMINI_API_KEY=<your GEMINI_API_KEY>" -e "OPENAI_API_KEY=<your OPENAI_API_KEY>" -e "XAI_API_KEY=<your XAI_API_KEY>" -- docker run -i --rm docker.io/n24q02m/imagine-mcp:latest

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.imagine-mcp]
command = "uvx"
args = ["imagine-mcp"]

[mcp_servers.imagine-mcp.env]
UNDERSTAND_MODELS = "<your UNDERSTAND_MODELS>"
GEMINI_API_KEY = "<your GEMINI_API_KEY>"
OPENAI_API_KEY = "<your OPENAI_API_KEY>"
XAI_API_KEY = "<your XAI_API_KEY>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Docker image

[mcp_servers.imagine-mcp]
command = "docker"
args = ["run", "-i", "--rm", "docker.io/n24q02m/imagine-mcp:latest"]

[mcp_servers.imagine-mcp.env]
UNDERSTAND_MODELS = "<your UNDERSTAND_MODELS>"
GEMINI_API_KEY = "<your GEMINI_API_KEY>"
OPENAI_API_KEY = "<your OPENAI_API_KEY>"
XAI_API_KEY = "<your XAI_API_KEY>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "imagine-mcp": {
      "command": "uvx",
      "args": [
        "imagine-mcp"
      ],
      "env": {
        "UNDERSTAND_MODELS": "<your UNDERSTAND_MODELS>",
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "XAI_API_KEY": "<your XAI_API_KEY>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "imagine-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/n24q02m/imagine-mcp:latest"
      ],
      "env": {
        "UNDERSTAND_MODELS": "<your UNDERSTAND_MODELS>",
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "XAI_API_KEY": "<your XAI_API_KEY>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "imagine-mcp": {
      "command": "uvx",
      "args": [
        "imagine-mcp"
      ],
      "env": {
        "UNDERSTAND_MODELS": "<your UNDERSTAND_MODELS>",
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "XAI_API_KEY": "<your XAI_API_KEY>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "imagine-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/n24q02m/imagine-mcp:latest"
      ],
      "env": {
        "UNDERSTAND_MODELS": "<your UNDERSTAND_MODELS>",
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "XAI_API_KEY": "<your XAI_API_KEY>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "imagine-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "imagine-mcp"
      ],
      "env": {
        "UNDERSTAND_MODELS": "<your UNDERSTAND_MODELS>",
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "XAI_API_KEY": "<your XAI_API_KEY>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Docker image

{
  "servers": {
    "imagine-mcp": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/n24q02m/imagine-mcp:latest"
      ],
      "env": {
        "UNDERSTAND_MODELS": "<your UNDERSTAND_MODELS>",
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "XAI_API_KEY": "<your XAI_API_KEY>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "imagine-mcp": {
      "command": "uvx",
      "args": [
        "imagine-mcp"
      ],
      "env": {
        "UNDERSTAND_MODELS": "<your UNDERSTAND_MODELS>",
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "XAI_API_KEY": "<your XAI_API_KEY>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "imagine-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/n24q02m/imagine-mcp:latest"
      ],
      "env": {
        "UNDERSTAND_MODELS": "<your UNDERSTAND_MODELS>",
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "XAI_API_KEY": "<your XAI_API_KEY>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "imagine-mcp": {
      "command": "uvx",
      "args": [
        "imagine-mcp"
      ],
      "env": {
        "UNDERSTAND_MODELS": "<your UNDERSTAND_MODELS>",
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "XAI_API_KEY": "<your XAI_API_KEY>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "imagine-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/n24q02m/imagine-mcp:latest"
      ],
      "env": {
        "UNDERSTAND_MODELS": "<your UNDERSTAND_MODELS>",
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "XAI_API_KEY": "<your XAI_API_KEY>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

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.

ALTERNATIVES

When to choose another server

Other servers by n24q02m

View all n24q02m servers →

No task-specific alternatives are catalogued for imagine-mcpyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Apr 17, 2026
Latest version published: Sep 12, 2026
Version history: 31 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 23, 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 23, 2026

Registry sightings

Official MCP ↗listed since Apr 25, 2026 · still listed
PulseMCP ↗listed since Jun 4, 2026 · still listed
Glama ↗listed since Jun 4, 2026 · still listed

Do you maintain imagine-mcp? to correct or enrich this profile.

VERSIONS

Available versions (31)

Version	Published
1.11.6	Sep 12, 2026
1.11.5	Sep 12, 2026
1.11.4	Sep 12, 2026
1.11.3	Sep 11, 2026
1.11.2	Sep 11, 2026
1.11.1	Aug 31, 2026
1.11.0	Aug 29, 2026
1.10.1	Jul 18, 2026
1.10.0	Jul 18, 2026
1.9.0	Jul 14, 2026
1.8.1	Jul 5, 2026
1.8.0	Jul 2, 2026
1.7.0	Jul 1, 2026
1.6.1	Jun 9, 2026
1.6.0	Jun 7, 2026
1.5.4	Jun 1, 2026
1.5.3	May 29, 2026
1.5.2	May 29, 2026
1.5.1	May 28, 2026
1.5.0	May 26, 2026
1.4.0	May 9, 2026
1.3.0	May 6, 2026
1.2.0	May 4, 2026
1.1.4	Apr 29, 2026
1.1.3	Apr 29, 2026
1.1.2	Apr 28, 2026
1.1.1	Apr 28, 2026
1.1.0	Apr 27, 2026
1.0.2	Apr 24, 2026
1.0.1	Apr 24, 2026
1.0.0	Apr 24, 2026

STANDING

#2,594of 151,203 active serversTop 5%

Ranks ahead of 148,609 of 151,203 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.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.n24q02m%2Fimagine-mcp.svg)](https://mcptoplist.com/server/io.github.n24q02m%2Fimagine-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.n24q02m%2Fimagine-mcp"><img src="https://mcptoplist.com/badge/io.github.n24q02m%2Fimagine-mcp.svg" alt="MCP Toplist: Top 5% of 151,203" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains imagine-mcp?: imagine-mcp is maintained by n24q02m, which publishes 13 MCP servers (331 total versions) tracked on MCP Toplist.
Is imagine-mcp listed on the Official MCP Registry?: Yes — imagine-mcp is listed on the Official MCP Registry, alongside PulseMCP and Glama.
How many versions does imagine-mcp have?: MCP Toplist tracks 31 versions of imagine-mcp, most recently published on Sep 12, 2026.
Where can I find the source code for imagine-mcp?: The source code for imagine-mcp is hosted at github.com/n24q02m/imagine-mcp.git.

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