SERVER

Ticket AI

Rank #15,246

io.github.syrian963/ticket-ai-mcp

Measures tickets against the ones your team already shipped: sections, length, labels, duplicates.

1 version

by syrian963 (2 servers)View repository ↗Claim this server

First listed

Sep 10, 2026

Last publish date

Sep 11, 2026

OVERVIEW

Ticket AI is a Model Context Protocol (MCP) server published by syrian963. It ranks #15,246 of 132,113 servers tracked on MCP Toplist. Ticket AI is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Sep 10, 2026 and most recently updated on Sep 11, 2026.

STANDING

#15,246of 132,113 tracked serversTop 25%

Ranks ahead of 116,867 of 132,113 servers on MCP Toplist.

CONNECT

Use Ticket AI

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

Python package (PyPI)

claude mcp add ticket-ai-mcp -e "TICKET_AI_TRACKER=<your TICKET_AI_TRACKER>" -e "TICKET_AI_PROJECT=<your TICKET_AI_PROJECT>" -e "TICKET_AI_GITLAB_URL=<your TICKET_AI_GITLAB_URL>" -e "TICKET_AI_GITLAB_TOKEN=<your TICKET_AI_GITLAB_TOKEN>" -e "TICKET_AI_JIRA_URL=<your TICKET_AI_JIRA_URL>" -e "TICKET_AI_JIRA_EMAIL=<your TICKET_AI_JIRA_EMAIL>" -e "TICKET_AI_JIRA_TOKEN=<your TICKET_AI_JIRA_TOKEN>" -e "TICKET_AI_GITHUB_TOKEN=<your TICKET_AI_GITHUB_TOKEN>" -e "TICKET_AI_REPO=<your TICKET_AI_REPO>" -e "TICKET_AI_TICKET_LANGUAGE=<your TICKET_AI_TICKET_LANGUAGE>" -e "TICKET_AI_CACHE_DIR=<your TICKET_AI_CACHE_DIR>" -- uvx ticket-ai-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

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

[mcp_servers.ticket-ai-mcp.env]
TICKET_AI_TRACKER = "<your TICKET_AI_TRACKER>"
TICKET_AI_PROJECT = "<your TICKET_AI_PROJECT>"
TICKET_AI_GITLAB_URL = "<your TICKET_AI_GITLAB_URL>"
TICKET_AI_GITLAB_TOKEN = "<your TICKET_AI_GITLAB_TOKEN>"
TICKET_AI_JIRA_URL = "<your TICKET_AI_JIRA_URL>"
TICKET_AI_JIRA_EMAIL = "<your TICKET_AI_JIRA_EMAIL>"
TICKET_AI_JIRA_TOKEN = "<your TICKET_AI_JIRA_TOKEN>"
TICKET_AI_GITHUB_TOKEN = "<your TICKET_AI_GITHUB_TOKEN>"
TICKET_AI_REPO = "<your TICKET_AI_REPO>"
TICKET_AI_TICKET_LANGUAGE = "<your TICKET_AI_TICKET_LANGUAGE>"
TICKET_AI_CACHE_DIR = "<your TICKET_AI_CACHE_DIR>"

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

Python package (PyPI)

{
  "mcpServers": {
    "ticket-ai-mcp": {
      "command": "uvx",
      "args": [
        "ticket-ai-mcp"
      ],
      "env": {
        "TICKET_AI_TRACKER": "<your TICKET_AI_TRACKER>",
        "TICKET_AI_PROJECT": "<your TICKET_AI_PROJECT>",
        "TICKET_AI_GITLAB_URL": "<your TICKET_AI_GITLAB_URL>",
        "TICKET_AI_GITLAB_TOKEN": "<your TICKET_AI_GITLAB_TOKEN>",
        "TICKET_AI_JIRA_URL": "<your TICKET_AI_JIRA_URL>",
        "TICKET_AI_JIRA_EMAIL": "<your TICKET_AI_JIRA_EMAIL>",
        "TICKET_AI_JIRA_TOKEN": "<your TICKET_AI_JIRA_TOKEN>",
        "TICKET_AI_GITHUB_TOKEN": "<your TICKET_AI_GITHUB_TOKEN>",
        "TICKET_AI_REPO": "<your TICKET_AI_REPO>",
        "TICKET_AI_TICKET_LANGUAGE": "<your TICKET_AI_TICKET_LANGUAGE>",
        "TICKET_AI_CACHE_DIR": "<your TICKET_AI_CACHE_DIR>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "ticket-ai-mcp": {
      "command": "uvx",
      "args": [
        "ticket-ai-mcp"
      ],
      "env": {
        "TICKET_AI_TRACKER": "<your TICKET_AI_TRACKER>",
        "TICKET_AI_PROJECT": "<your TICKET_AI_PROJECT>",
        "TICKET_AI_GITLAB_URL": "<your TICKET_AI_GITLAB_URL>",
        "TICKET_AI_GITLAB_TOKEN": "<your TICKET_AI_GITLAB_TOKEN>",
        "TICKET_AI_JIRA_URL": "<your TICKET_AI_JIRA_URL>",
        "TICKET_AI_JIRA_EMAIL": "<your TICKET_AI_JIRA_EMAIL>",
        "TICKET_AI_JIRA_TOKEN": "<your TICKET_AI_JIRA_TOKEN>",
        "TICKET_AI_GITHUB_TOKEN": "<your TICKET_AI_GITHUB_TOKEN>",
        "TICKET_AI_REPO": "<your TICKET_AI_REPO>",
        "TICKET_AI_TICKET_LANGUAGE": "<your TICKET_AI_TICKET_LANGUAGE>",
        "TICKET_AI_CACHE_DIR": "<your TICKET_AI_CACHE_DIR>"
      }
    }
  }
}

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": {
    "ticket-ai-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ticket-ai-mcp"
      ],
      "env": {
        "TICKET_AI_TRACKER": "<your TICKET_AI_TRACKER>",
        "TICKET_AI_PROJECT": "<your TICKET_AI_PROJECT>",
        "TICKET_AI_GITLAB_URL": "<your TICKET_AI_GITLAB_URL>",
        "TICKET_AI_GITLAB_TOKEN": "<your TICKET_AI_GITLAB_TOKEN>",
        "TICKET_AI_JIRA_URL": "<your TICKET_AI_JIRA_URL>",
        "TICKET_AI_JIRA_EMAIL": "<your TICKET_AI_JIRA_EMAIL>",
        "TICKET_AI_JIRA_TOKEN": "<your TICKET_AI_JIRA_TOKEN>",
        "TICKET_AI_GITHUB_TOKEN": "<your TICKET_AI_GITHUB_TOKEN>",
        "TICKET_AI_REPO": "<your TICKET_AI_REPO>",
        "TICKET_AI_TICKET_LANGUAGE": "<your TICKET_AI_TICKET_LANGUAGE>",
        "TICKET_AI_CACHE_DIR": "<your TICKET_AI_CACHE_DIR>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "ticket-ai-mcp": {
      "command": "uvx",
      "args": [
        "ticket-ai-mcp"
      ],
      "env": {
        "TICKET_AI_TRACKER": "<your TICKET_AI_TRACKER>",
        "TICKET_AI_PROJECT": "<your TICKET_AI_PROJECT>",
        "TICKET_AI_GITLAB_URL": "<your TICKET_AI_GITLAB_URL>",
        "TICKET_AI_GITLAB_TOKEN": "<your TICKET_AI_GITLAB_TOKEN>",
        "TICKET_AI_JIRA_URL": "<your TICKET_AI_JIRA_URL>",
        "TICKET_AI_JIRA_EMAIL": "<your TICKET_AI_JIRA_EMAIL>",
        "TICKET_AI_JIRA_TOKEN": "<your TICKET_AI_JIRA_TOKEN>",
        "TICKET_AI_GITHUB_TOKEN": "<your TICKET_AI_GITHUB_TOKEN>",
        "TICKET_AI_REPO": "<your TICKET_AI_REPO>",
        "TICKET_AI_TICKET_LANGUAGE": "<your TICKET_AI_TICKET_LANGUAGE>",
        "TICKET_AI_CACHE_DIR": "<your TICKET_AI_CACHE_DIR>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "ticket-ai-mcp": {
      "command": "uvx",
      "args": [
        "ticket-ai-mcp"
      ],
      "env": {
        "TICKET_AI_TRACKER": "<your TICKET_AI_TRACKER>",
        "TICKET_AI_PROJECT": "<your TICKET_AI_PROJECT>",
        "TICKET_AI_GITLAB_URL": "<your TICKET_AI_GITLAB_URL>",
        "TICKET_AI_GITLAB_TOKEN": "<your TICKET_AI_GITLAB_TOKEN>",
        "TICKET_AI_JIRA_URL": "<your TICKET_AI_JIRA_URL>",
        "TICKET_AI_JIRA_EMAIL": "<your TICKET_AI_JIRA_EMAIL>",
        "TICKET_AI_JIRA_TOKEN": "<your TICKET_AI_JIRA_TOKEN>",
        "TICKET_AI_GITHUB_TOKEN": "<your TICKET_AI_GITHUB_TOKEN>",
        "TICKET_AI_REPO": "<your TICKET_AI_REPO>",
        "TICKET_AI_TICKET_LANGUAGE": "<your TICKET_AI_TICKET_LANGUAGE>",
        "TICKET_AI_CACHE_DIR": "<your TICKET_AI_CACHE_DIR>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

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Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.syrian963%2Fticket-ai-mcp.svg)](https://mcptoplist.com/server/io.github.syrian963%2Fticket-ai-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.syrian963%2Fticket-ai-mcp"><img src="https://mcptoplist.com/badge/io.github.syrian963%2Fticket-ai-mcp.svg" alt="MCP Toplist: Top 25% of 132,113" /></a>

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

REGISTRIES

Listed on 2 registries

Glama

Official MCP

ORGANIZATION

syrian963

Organization

syrian963

Servers in org

Versions across org

Other servers by syrian963

Django Chainsaw#7,394 · 4 vers

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VERSIONS

Available versions (1)

Version	Published
0.1.1	Sep 11, 2026

FAQ

Frequently asked questions

Who maintains Ticket AI?: Ticket AI is maintained by syrian963, which publishes 2 MCP servers (5 total versions) tracked on MCP Toplist.
Is Ticket AI listed on the Official MCP Registry?: Yes — Ticket AI is listed on the Official MCP Registry, alongside Glama.
How many versions does Ticket AI have?: MCP Toplist tracks 1 version of Ticket AI, most recently published on Sep 11, 2026.
Where can I find the source code for Ticket AI?: The source code for Ticket AI is hosted at github.com/syrian963/Ticket-AI-MCP.

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