SERVER

AI Workbench MCP

Rank #21,020

io.github.alptugharun/ai-workbench-mcp

Read-only MCP server for reusable AI prompts and assistant blueprints.

2 versions

1 GitHub stars

by alptugharun (1 servers)View repository ↗

First listed

Oct 3, 2026

Last publish date

Oct 4, 2026

PURPOSE

What you can do with AI Workbench MCP

AI Workbench MCP is a Model Context Protocol (MCP) server published by alptugharun. It ranks #21,020 of 150,963 active servers on MCP Toplist, and its repository has 1 GitHub stars. AI Workbench MCP is listed across 2 registries — Official MCP and Glama, with 2 tracked versions. It was first listed on Oct 3, 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 AI Workbench 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 AI Workbench 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 22, 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 AI Workbench MCP and confirm it works

Python package (PyPI)

claude mcp add ai-workbench-mcp -- uvx alptugharun-ai-workbench-mcp

Python package (PyPI)

[mcp_servers.ai-workbench-mcp]
command = "uvx"
args = ["alptugharun-ai-workbench-mcp"]

Add to ~/.codex/config.toml.

Python package (PyPI)

{
  "mcpServers": {
    "ai-workbench-mcp": {
      "command": "uvx",
      "args": [
        "alptugharun-ai-workbench-mcp"
      ]
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

Python package (PyPI)

{
  "mcpServers": {
    "ai-workbench-mcp": {
      "command": "uvx",
      "args": [
        "alptugharun-ai-workbench-mcp"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Python package (PyPI)

{
  "servers": {
    "ai-workbench-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "alptugharun-ai-workbench-mcp"
      ]
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Python package (PyPI)

{
  "mcpServers": {
    "ai-workbench-mcp": {
      "command": "uvx",
      "args": [
        "alptugharun-ai-workbench-mcp"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Python package (PyPI)

{
  "mcpServers": {
    "ai-workbench-mcp": {
      "command": "uvx",
      "args": [
        "alptugharun-ai-workbench-mcp"
      ]
    }
  }
}

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: Oct 3, 2026
Latest version published: Oct 4, 2026
Version history: 2 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 22, 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 22, 2026

Registry sightings

Official MCP ↗listed since Oct 4, 2026 · still listed
Glama ↗listed since Oct 4, 2026 · still listed

Do you maintain AI Workbench MCP? to correct or enrich this profile.

VERSIONS

Available versions (2)

Version	Published
0.1.0a2	Oct 4, 2026
0.1.0a1	Oct 3, 2026

STANDING

#21,020of 150,963 active serversTop 25%

Ranks ahead of 129,943 of 150,963 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.alptugharun%2Fai-workbench-mcp.svg)](https://mcptoplist.com/server/io.github.alptugharun%2Fai-workbench-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.alptugharun%2Fai-workbench-mcp"><img src="https://mcptoplist.com/badge/io.github.alptugharun%2Fai-workbench-mcp.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>

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

FAQ

Frequently asked questions

Who maintains AI Workbench MCP?: AI Workbench MCP is maintained by alptugharun, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
Is AI Workbench MCP listed on the Official MCP Registry?: Yes — AI Workbench MCP is listed on the Official MCP Registry, alongside Glama.
How many versions does AI Workbench MCP have?: MCP Toplist tracks 2 versions of AI Workbench MCP, most recently published on Oct 4, 2026.
Where can I find the source code for AI Workbench MCP?: The source code for AI Workbench MCP is hosted at github.com/alptugharun/ai-workbench-mcp.

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