Querycraft - 2026 Pricing, Features, Reviews & Alternatives

Querycraft is a cloud-based web application that generates Jira Query Language (JQL) queries from plain-text input, removing the need for manual query construction or JQL syntax knowledge. Users describe the Jira data they want to retrieve, and the tool produces accurate, ready-to-use JQL queries in milliseconds. Hosted on Bubble.io, Querycraft is accessible to Jira users of all experience levels, from beginners unfamiliar with JQL syntax to advanced users seeking to reduce administrative overhead.

Querycraft targets scrum masters, agile project management teams, and Jira administrators who rely on Atlassian Jira for issue tracking, sprint management, and project reporting. The platform interprets plain-language descriptions using AI to understand project-specific context, tasks, and work requirements, then produces JQL queries tailored to those inputs. Generated queries support filtering, tracking, and prioritizing Jira issues across end-to-end project management workflows.

By automating query generation, Querycraft reduces time spent on repetitive Jira administrative tasks and eliminates syntax errors that can result from manual JQL construction. The guided, user-friendly interface requires no syntax memorization, making advanced Jira querying accessible across teams regardless of technical proficiency. Scrum masters and team leads gain the ability to redirect effort from query syntax management toward higher-value strategic work.