SERVER

jevjam

Rank #13,754

io.github.beremaran/jevjam

Typed decisions (choice, score, yes/no) from Laya, Julia-1 and clef-flash on your own GPU

2 versions

by beremaran (3 servers)View repository ↗

First listed

Sep 26, 2026

Last publish date

Oct 4, 2026

PURPOSE

What you can do with jevjam

jevjam is a Model Context Protocol (MCP) server published by beremaran. It ranks #13,754 of 144,396 active servers on MCP Toplist. jevjam is listed across 2 registries — Official MCP and Glama, with 2 tracked versions. It was first listed on Sep 26, 2026 and most recently updated on Oct 4, 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 jevjam 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 jevjam

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 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

JEVJAM_API_KEY · optional
JEVJAM_IDLE_TIMEOUT · optional
HF_TOKEN · optional

INSTALLATION AND FIRST TASK

Connect jevjam and confirm it works

Docker image

claude mcp add jevjam -e "JEVJAM_API_KEY=<your JEVJAM_API_KEY>" -e "JEVJAM_IDLE_TIMEOUT=<your JEVJAM_IDLE_TIMEOUT>" -e "HF_TOKEN=<your HF_TOKEN>" -- docker run -i --rm --gpus all -p 127.0.0.1:8000:8000 -v jevjam-models:/models ghcr.io/beremaran/jevjam:0.3.3

Replace each placeholder with your own value before saving.

Docker image

[mcp_servers.jevjam]
command = "docker"
args = ["run", "-i", "--rm", "--gpus", "all", "-p", "127.0.0.1:8000:8000", "-v", "jevjam-models:/models", "ghcr.io/beremaran/jevjam:0.3.3"]

[mcp_servers.jevjam.env]
JEVJAM_API_KEY = "<your JEVJAM_API_KEY>"
JEVJAM_IDLE_TIMEOUT = "<your JEVJAM_IDLE_TIMEOUT>"
HF_TOKEN = "<your HF_TOKEN>"

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

Docker image

{
  "mcpServers": {
    "jevjam": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "--gpus",
        "all",
        "-p",
        "127.0.0.1:8000:8000",
        "-v",
        "jevjam-models:/models",
        "ghcr.io/beremaran/jevjam:0.3.3"
      ],
      "env": {
        "JEVJAM_API_KEY": "<your JEVJAM_API_KEY>",
        "JEVJAM_IDLE_TIMEOUT": "<your JEVJAM_IDLE_TIMEOUT>",
        "HF_TOKEN": "<your HF_TOKEN>"
      }
    }
  }
}

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

Docker image

{
  "mcpServers": {
    "jevjam": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "--gpus",
        "all",
        "-p",
        "127.0.0.1:8000:8000",
        "-v",
        "jevjam-models:/models",
        "ghcr.io/beremaran/jevjam:0.3.3"
      ],
      "env": {
        "JEVJAM_API_KEY": "<your JEVJAM_API_KEY>",
        "JEVJAM_IDLE_TIMEOUT": "<your JEVJAM_IDLE_TIMEOUT>",
        "HF_TOKEN": "<your HF_TOKEN>"
      }
    }
  }
}

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

Docker image

{
  "servers": {
    "jevjam": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "--gpus",
        "all",
        "-p",
        "127.0.0.1:8000:8000",
        "-v",
        "jevjam-models:/models",
        "ghcr.io/beremaran/jevjam:0.3.3"
      ],
      "env": {
        "JEVJAM_API_KEY": "<your JEVJAM_API_KEY>",
        "JEVJAM_IDLE_TIMEOUT": "<your JEVJAM_IDLE_TIMEOUT>",
        "HF_TOKEN": "<your HF_TOKEN>"
      }
    }
  }
}

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

Docker image

{
  "mcpServers": {
    "jevjam": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "--gpus",
        "all",
        "-p",
        "127.0.0.1:8000:8000",
        "-v",
        "jevjam-models:/models",
        "ghcr.io/beremaran/jevjam:0.3.3"
      ],
      "env": {
        "JEVJAM_API_KEY": "<your JEVJAM_API_KEY>",
        "JEVJAM_IDLE_TIMEOUT": "<your JEVJAM_IDLE_TIMEOUT>",
        "HF_TOKEN": "<your HF_TOKEN>"
      }
    }
  }
}

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

Docker image

{
  "mcpServers": {
    "jevjam": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "--gpus",
        "all",
        "-p",
        "127.0.0.1:8000:8000",
        "-v",
        "jevjam-models:/models",
        "ghcr.io/beremaran/jevjam:0.3.3"
      ],
      "env": {
        "JEVJAM_API_KEY": "<your JEVJAM_API_KEY>",
        "JEVJAM_IDLE_TIMEOUT": "<your JEVJAM_IDLE_TIMEOUT>",
        "HF_TOKEN": "<your HF_TOKEN>"
      }
    }
  }
}

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 beremaran

View all beremaran servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Sep 26, 2026
Latest version published: Oct 4, 2026
Version history: 2 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 16, 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 16, 2026

Registry sightings

Official MCP ↗listed since Oct 3, 2026 · still listed
Glama ↗listed since Oct 3, 2026 · still listed

Do you maintain jevjam? to correct or enrich this profile.

VERSIONS

Available versions (2)

Version	Published
0.3.3	Oct 4, 2026
0.3.2	Oct 2, 2026

STANDING

#13,754of 144,396 active serversTop 10%

Ranks ahead of 130,642 of 144,396 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.beremaran%2Fjevjam.svg)](https://mcptoplist.com/server/io.github.beremaran%2Fjevjam)

HTML

<a href="https://mcptoplist.com/server/io.github.beremaran%2Fjevjam"><img src="https://mcptoplist.com/badge/io.github.beremaran%2Fjevjam.svg" alt="MCP Toplist: Top 10% of 144,396" /></a>

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

FAQ

Frequently asked questions

Who maintains jevjam?: jevjam is maintained by beremaran, which publishes 3 MCP servers (4 total versions) tracked on MCP Toplist.
Is jevjam listed on the Official MCP Registry?: Yes — jevjam is listed on the Official MCP Registry, alongside Glama.
How many versions does jevjam have?: MCP Toplist tracks 2 versions of jevjam, most recently published on Oct 4, 2026.
Where can I find the source code for jevjam?: The source code for jevjam is hosted at github.com/beremaran/jevjam.

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