Ticket AI

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-09-11T11:46:27.917279Z",
      "publishedAt": "2026-09-11T11:46:27.917279Z",
      "statusChangedAt": "2026-09-11T11:46:27.917279Z"
    }
  },
  "server": {
    "name": "io.github.syrian963/ticket-ai-mcp",
    "title": "Ticket AI",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "version": "0.1.1",
    "packages": [
      {
        "version": "0.1.1",
        "transport": {
          "type": "stdio"
        },
        "identifier": "ticket-ai-mcp",
        "runtimeHint": "uvx",
        "registryType": "pypi",
        "registryBaseUrl": "https://pypi.org",
        "environmentVariables": [
          {
            "name": "TICKET_AI_TRACKER",
            "isRequired": true,
            "description": "Which tracker to read: gitlab, jira or github."
          },
          {
            "name": "TICKET_AI_PROJECT",
            "isRequired": true,
            "description": "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."
          },
          {
            "name": "TICKET_AI_GITLAB_URL",
            "description": "Base URL of the GitLab instance, for example https://gitlab.example.com. Required when the tracker is gitlab."
          },
          {
            "name": "TICKET_AI_GITLAB_TOKEN",
            "isSecret": true,
            "description": "GitLab personal access token. The read_api scope is enough; nothing here writes."
          },
          {
            "name": "TICKET_AI_JIRA_URL",
            "description": "Base URL of the Jira instance. Cloud or self-hosted Server and Data Center; which one is detected from the instance."
          },
          {
            "name": "TICKET_AI_JIRA_EMAIL",
            "description": "Account email, for Jira Cloud's basic auth. Leave unset for a public board or for a Server personal access token."
          },
          {
            "name": "TICKET_AI_JIRA_TOKEN",
            "isSecret": true,
            "description": "Jira API token from id.atlassian.com, or a Server personal access token on its own. Leave unset to read a public instance anonymously."
          },
          {
            "name": "TICKET_AI_GITHUB_TOKEN",
            "isSecret": true,
            "description": "GitHub token with read access to the repository's issues."
          },
          {
            "name": "TICKET_AI_REPO",
            "description": "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."
          },
          {
            "name": "TICKET_AI_TICKET_LANGUAGE",
            "description": "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."
          },
          {
            "name": "TICKET_AI_CACHE_DIR",
            "description": "Where the learned profile is kept between runs. Defaults to .ticket-ai/ under the working directory."
          }
        ]
      }
    ],
    "repository": {
      "url": "https://github.com/syrian963/Ticket-AI-MCP",
      "source": "github"
    },
    "websiteUrl": "https://github.com/syrian963/Ticket-AI-MCP",
    "description": "Measures tickets against the ones your team already shipped: sections, length, labels, duplicates."
  }
}