Ticket AI MCP server

by syrian963·io.github.syrian963/ticket-ai-mcp·v0.1.1

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

B83/100grade B

What users say

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Safety scan

B83/100

Adoption

Growing

0 stars27 downloads/wk

Reviews

Nobody has reviewed Ticket AI yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

house_style
What this team's tickets look like: template, length, labels, habits.
learn_conventions
Learn how this team writes tickets, and cache the result.
review_draft
Check a ticket you have written but not created yet.
review_open_tickets
Review every open ticket and list them least-aligned first.
review_ticket
Measure one ticket against the learned house style.
template_gaps
Compare the issue template this repository declares with the tickets it gets.
ticket_contextwrite action
Gather what is known about a subject before you write the ticket for it.
ticket_template
The skeleton to fill in when writing a new ticket here.

scanner v0.1.5 · 2026-09-19 · same rubric, same numbers if you re-run it

no findings

Code scan30 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitystatic API keys via environment variables6/15
Maintenancelast push 7 days ago15/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Overall 83/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

claude mcp add ticket-ai-mcp -- uvx ticket-ai-mcp

Is Ticket AI MCP server safe?: Mostly: it is graded B (83/100). Read the Ticket AI safety report
How do I install Ticket AI?: It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Ticket AI need an API key?: Yes. The registry entry asks for TICKET_AI_GITLAB_TOKEN, TICKET_AI_JIRA_TOKEN, TICKET_AI_GITHUB_TOKEN.
Is Ticket AI maintained?: The last commit was 8 days ago (2026-09-12). The latest release is v0.1.1.

Local package. It runs on your machine, not through the gateway.

TICKET_AI_TRACKERWhich tracker to read: gitlab, jira or github.
TICKET_AI_PROJECTThe 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_URLBase URL of the GitLab instance, for example https://gitlab.example.com. Required when the tracker is gitlab.
TICKET_AI_GITLAB_TOKENsecretGitLab personal access token. The read_api scope is enough; nothing here writes.
TICKET_AI_JIRA_URLBase URL of the Jira instance. Cloud or self-hosted Server and Data Center; which one is detected from the instance.
TICKET_AI_JIRA_EMAILAccount email, for Jira Cloud's basic auth. Leave unset for a public board or for a Server personal access token.
TICKET_AI_JIRA_TOKENsecretJira API token from id.atlassian.com, or a Server personal access token on its own. Leave unset to read a public instance anonymously.
TICKET_AI_GITHUB_TOKENsecretGitHub token with read access to the repository's issues.
TICKET_AI_REPOCheckout 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_LANGUAGEForce 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_DIRWhere the learned profile is kept between runs. Defaults to .ticket-ai/ under the working directory.

Claim it to keep the listing current and reply to reviews. Claiming never changes the grade or hides a review.

Shows the safety grade and links back to this page. It updates itself after every scan and review.

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