How do I install Ticket AI?

Pick a client above and copy the generated config. Cursor and VS Code also have a deep link when the server can run locally or remotely.

Is Ticket AI official?

No. Registry-listed is not the same as vendor-official. Read the methodology for the difference.

How is the trust score calculated?

This listing scores 50 (Fair). The formula is published on the methodology page.

MCPpedia

Ticket AI MCP Server — Install for Claude, Cursor & VS Code | MCPpedia

Ticket AI MCP Server

Name: Ticket AI MCP Server
Author: syrian963

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

Tools Versions Alternatives

Registrysyrian963

50Fair

Install

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "syrian963-ticket-ai-mcp": {
      "command": "uvx",
      "args": [
        "ticket-ai-mcp"
      ],
      "env": {
        "TICKET_AI_TRACKER": "",
        "TICKET_AI_PROJECT": "",
        "TICKET_AI_GITLAB_URL": "",
        "TICKET_AI_GITLAB_TOKEN": "YOUR_TICKET_AI_GITLAB_TOKEN",
        "TICKET_AI_JIRA_URL": "",
        "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": "",
        "TICKET_AI_TICKET_LANGUAGE": "",
        "TICKET_AI_CACHE_DIR": ""
      }
    }
  }
}

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Environment

Name	Required	Notes
TICKET_AI_TRACKER	Yes	Which tracker to read: gitlab, jira or github.
TICKET_AI_PROJECT	Yes	The project to measure. A GitLab path like acme/shop or its numeric id, a Jira project key like PROJ, or a GitHub owner/repo.
TICKET_AI_GITLAB_URL	No	Base URL of the GitLab instance, for example https://gitlab.example.com. Required when the tracker is gitlab.
TICKET_AI_GITLAB_TOKEN	No	GitLab personal access token. The read_api scope is enough; nothing here writes. Secret.
TICKET_AI_JIRA_URL	No	Base URL of the Jira instance. Cloud or self-hosted Server and Data Center; which one is detected from the instance.
TICKET_AI_JIRA_EMAIL	No	Account email, for Jira Cloud's basic auth. Leave unset for a public board or for a Server personal access token.
TICKET_AI_JIRA_TOKEN	No	Jira API token from id.atlassian.com, or a Server personal access token on its own. Leave unset to read a public instance anonymously. Secret.
TICKET_AI_GITHUB_TOKEN	No	GitHub token with read access to the repository's issues. Secret.
TICKET_AI_REPO	No	Checkout to search when gathering context for a subject. Defaults to the working directory, which on a wrong guess produces confident nonsense - the report names the directory it searched.
TICKET_AI_TICKET_LANGUAGE	No	Force the language tickets should be written in, overriding what was measured in the corpus. Leave unset unless the board is mid-switch: a measurement beats a setting.
TICKET_AI_CACHE_DIR	No	Where the learned profile is kept between runs. Defaults to .ticket-ai/ under the working directory.

Ticket AI MCP Server

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