SERVER

Ticket AI

Rank #39,225

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 ↗

First listed

Sep 10, 2026

Last publish date

Sep 11, 2026

PURPOSE

What you can do with Ticket AI

Ticket AI is a Model Context Protocol (MCP) server published by syrian963. It ranks #39,225 of 168,415 active servers 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.

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 Ticket AI 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 Ticket AI

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Nov 4, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

TICKET_AI_TRACKER · required
TICKET_AI_PROJECT · required
TICKET_AI_GITLAB_URL · optional
TICKET_AI_GITLAB_TOKEN · optional
TICKET_AI_JIRA_URL · optional
TICKET_AI_JIRA_EMAIL · optional
TICKET_AI_JIRA_TOKEN · optional
TICKET_AI_GITHUB_TOKEN · optional
TICKET_AI_REPO · optional
TICKET_AI_TICKET_LANGUAGE · optional
TICKET_AI_CACHE_DIR · optional

INSTALLATION AND FIRST TASK

Connect Ticket AI and confirm it works

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.

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 syrian963

Django Chainsaw#18,845

View all syrian963 servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Sep 10, 2026
Latest version published: Sep 11, 2026
Version history: 1 version tracked (below)
Requirements evidence: Declared by Glama, last synced Nov 4, 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: Nov 4, 2026

Registry sightings

Glama ↗listed since Sep 10, 2026 · still listed
Official MCP ↗listed since Sep 11, 2026 · still listed

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

VERSIONS

Available versions (1)

Version	Published
0.1.1	Sep 11, 2026

STANDING

#39,225of 168,415 active serversTop 25%

Ranks ahead of 129,190 of 168,415 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.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 168,415" /></a>

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

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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