Issue tracking MCP servers

A server here bug reports, tickets and backlogs for software teams (Jira, Linear style).

Not here: general to-do lists.

297servers
117 remote180 localTagged by Odel's AI, which can make mistakes

Best fit

180 made for this, ranked by starsRemoteLocal
  1. Jira @xcollantes/jira-mcpFeature-rich MCP for controlling Jira through LLM clients. Safe for corporate environments.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.8 GitHub stars.
  2. BugHerd @berckan/bugherd-mcpBugHerd API v2 integration — 37 tools for projects, tasks, comments, and webhooks.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.7 GitHub stars.
  3. Jira @raalarcon9705/jira-mcpJira & Confluence MCP: 24 tools for issues, sprints, comments, transitions & wiki. Run via npx.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.6 GitHub stars.
  4. Yandex 360 (ycli) @bim-ba/ycliYandex 360 Tracker, Wiki and Forms: read and write tools with honest read-only annotations.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.5 GitHub stars.
  5. Huly @varaprasadreddy9676/huly-mcpMCP server for Huly — manage projects, issues, documents and more via natural language.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  6. On Board @swisspra/on-boardCross-platform shared memory and ticket coordination for AI agents across MCP clients.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  7. TraceBug @prashantsinghmangat/tracebugAI agents read TraceBug bug reports (console, network, replay, repro timeline) from local disk.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  8. Azure DevOps On-Premises @zwitbaum/mcp-devops-on-premMCP server for on-premises Azure DevOps Server and TFS: repos, pull requests, work items, and wiki.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  9. P4plan @perforce/p4plan-mcpMCP server for P4 Plan — tasks, sprints, bugs, comments, custom fields via GraphQL API.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  10. Rebar @navapbc/rebarEvent-sourced ticket tracker + Jira reconciler, exposed as a Python library, CLI, and MCP server.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  11. Jira Scoped @deepwired/mcp-jira-scopedJira MCP server with scoped API tokens via api.atlassian.com gateway3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  12. Jira Cloud @aaronsb/jira-cloudMCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom fields4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  13. Atlassian Dc Jira @mrrefactoring/atlassian-dc-mcp-jiraMCP server for Atlassian Jira Data Center - search, view, and create issues4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
  14. OpenProject @kar-thik/openproject-mcp-server91 tools for the OpenProject API v3, with read-only, admin-gate, profile and per-group switches.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
  15. Workfile @illodev/workfileRepository-native protocol and local MCP server for Work, Docs, History and durable project Memory.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
  16. Atlassian Extended @vish288/mcp-atlassian-extendedMCP 2026-07-28 server for Jira and Confluence: sprints, boards, attachments, versions, calendars.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
  17. briar @iklobato/briarLocal knowledge store built from GitHub, Jira, Linear and cloud history, served over MCP.Not assessed yet.Runs on your machine, installed from Docker.2 GitHub stars.
  18. rewelo @sebs/reweloPrioritise a backlog with the relative weight method: score, rank, simulate and plan tickets4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  19. DevTrack @sraj0501/devtrackRead local tickets, commits, pending actions, voice profile, and EOD context over MCP.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.2 GitHub stars.
  20. StackGuide @taimiralain/stackguide-mcpDynamic context loading for AI assistants with TDD workflow and AST analysis6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  21. Story Mapper @tomatap/storymapperUser story map + kanban with a live browser UI; AI agents and humans plan the same backlog via MCP.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  22. Gitworthy @trippyogi/gitworthyis it worth your commit? Pre-flight triage for OSS contribution targets.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  23. okffs @neturely/okffsMCP server connecting Claude Code to GitHub for an issue to branch to PR to close workflow.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  24. Jev Decision Gate by BPJ @f-tiger/jev-decision-gateLocal Issue triage with optional Jev judgments and calibrated acceptance gates.Not assessed yet.Runs on your machine, installed from MCPB.1 GitHub stars.