Best Jira MCP Servers
Jira is a project management and issue tracking software developed by Atlassian that helps teams plan, track, and manage agile software development projects.
Why this server?
Enables interaction with Jira issues and projects.
AlicenseBqualityCmaintenanceThe GitKraken MCP Server turns your AI assistant into a context-aware development partner by connecting it to git history, branches, issues, pull requests, and multi-repo workflows through GitKraken. It works with all the providers you would expect from the GitKraken software suite such as GitHub, GitLab, Azure DevOps, Bitbucket, Jira, and more.282MITWhy this server?
Allows exporting OverlayQA issues to Jira for bug tracking and project management.

OverlayQA MCPofficial
AlicenseAqualityBmaintenanceEnables AI coding agents to audit web pages for WCAG accessibility and color-contrast issues, and file dev-ready issues directly into OverlayQA projects.9121 npmMITWhy this server?
Provides tools to read and update Jira issues using an Atlassian API token.

qualien-mcpofficial
AlicenseBqualityAmaintenanceA composite MCP gateway that aggregates multiple MCP servers into one endpoint for SDET/QE workflows, with curated tool namespacing, central safety guardrails, and composite tools like API-vs-DB verification.3951 npm1MITWhy this server?
Provides access to on-call health analysis for data from Jira.

oncallhealth-mcpofficial
AlicenseBqualityBmaintenanceMCP server for On-Call Health burnout analysis. Connects AI assistants to your on-call data for workload insights.3Apache 2.0Why this server?
Links code chunks to Jira tickets via git history, enabling agents to see which tickets are associated with code changes.
AlicenseAqualityAmaintenanceSelf-hosted semantic code search for AI coding agents. Indexes many repositories at once with tree-sitter AST chunking, local llama.cpp embeddings and Qdrant, so Claude Code, Cursor, Codex and any MCP client can find code by meaning, trace usages and callers, and read the git history behind each chunk. No API keys, and your code never leaves your machine.21834MITWhy this server?
Allows searching and retrieving memories from Cognia that contain Jira issues and projects.

@cogniahq/mcpofficial
AlicenseAqualityCmaintenanceEnables AI assistants to query end-to-end encrypted memories from Cognia workspace via MCP. Supports search, retrieval, and action execution against connected services like Slack, Notion, and GitHub.59 npmMITWhy this server?
Allows splitting intent specs into Jira issues.

Pathmodeofficial
AlicenseAqualityBmaintenanceDeterministic preflight for the intent you hand to a coding agent: six calibrated gates, the exact blockers named, no model call, no key needed.2084 npm3MITWhy this server?
Allows importing tasks, history, comments, and metadata from Jira into Baton via the bulk import API.

@batontasks/mcpofficial
AlicenseBqualityDmaintenanceMCP server for the Baton task tracker, enabling AI agents to manage tasks, process inbox events, and collaborate with humans via natural language. Wraps the Baton REST API with 12 tools over stdio.122 npmMITWhy this server?
Can be combined with AI assistants to create Jira tickets with detailed error and performance information from Scout APM

Scout Monitoring MCPofficial
AlicenseAqualityBmaintenanceEnables AI assistants to access Scout Monitoring performance and error data through Scout's API. Provides traces, errors, metrics, and insights for Rails, Django, FastAPI, Laravel and other applications to help identify and fix performance issues like N+1 queries, slow endpoints, and memory bloat.1530MIT