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93,002 servers. Updated
20 Best Jira MCP Servers: compared and ranked, September 2026Ranked from 547 matching servers on stars, growth, downloads and maintenance. Updated .

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"Workflow for handling a Jira ticket and creating a GitHub Pull Request" matching MCP servers:

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  • A
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    maintenance
    Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.
    1
    MIT
  • F
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    quality
    D
    maintenance
    Enables AI agents to manage a file-backed ticketing system directly within a local repository using a structured state machine and directory hierarchy. It enforces strict markdown schemas and provides specialized tools for claiming tasks, appending work logs, and validating ticket metadata.
    -
  • -
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    maintenance
    MCP server that parses stack traces and logs to generate deduplicated issue drafts with severity, repro steps, and owner guesses.
    -
  • F
    license
    C
    quality
    C
    maintenance
    Enables local Copilot use to interact with SDLC workflow tools (workflow tasks, internal-readiness, epic/ticket/repo-task, change-request, and journey) via a stdio MCP server that proxies to a local Workflow Service.
    42
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  • A
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    maintenance
    MCP-first A/B testing server that enables agents to manage experiments (create, update traffic splits, read results, apply winning variants) from tools like Claude Code, with self-hosted Cloudflare backend.
    MIT
  • F
    license
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    quality
    F
    maintenance
    A Model Context Protocol server that enables ChatGPT and other AI assistants to directly interact with JIRA issues, currently offering the ability to retrieve issue details.
    -
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that enables AI assistants to interact with GitHub via a fine-grained personal access token — pushing commits, managing branches, opening and merging PRs, creating issues, and reading repositories. It runs locally with no telemetry and supports a read-only mode.
    15
    1
    MIT
  • A
    license
    A
    quality
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    Provides structured spec-driven development workflow tools for AI-assisted software development with sequential spec creation (Requirements → Design → Tasks). Features a real-time web dashboard for monitoring project progress and managing development workflows.
    5
    272 npm
    4,293
    GPL 3.0