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112,531 servers. Updated
20 Best Jira MCP Servers: compared and ranked, October 2026Ranked from 618 matching servers on stars, growth, downloads and maintenance. Updated .

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"Tool to analyze backend code, connect with Jira, and automate coding tasks" matching MCP servers:

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  • F
    license
    A
    quality
    D
    maintenance
    An MCP server that converts Markdown files containing Mermaid diagrams into PDF documents by rendering diagrams as SVG images. It provides a specialized tool to automate document conversion while ensuring all visual charts are correctly embedded in the final output.
    1
    -
  • A
    license
    B
    quality
    C
    maintenance
    MCP server providing backend access to PostgreSQL, Storage (Supabase/S3), Iceberg data lake, and SQL seeds. It offers 32 tools for database queries, storage operations, seed management, and more.
    31
    3
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Transforms Figma design data into a compact, LLM-friendly format for code generation, reducing size by 99.5% while preserving UI-critical information.
    529 npm
    7
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables coding agents to load backend anti-slop rules and deterministically audit TypeScript/backend files for violations like SELECT *, SQL interpolation, N+1 calls, silent catches, stack leaks, type escapes, and TODOs, plus verify TypeScript compilation. Returns PASS/FAIL findings so agents can fix issues before shipping.
    653 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A plugin-oriented Jira capability kernel for AI models, providing 24+ tools for Jira operations including issue search, comments, transitions, and project analysis via a dispatcher and HTTP service.
    -
  • A
    license
    A
    quality
    D
    maintenance
    A comprehensive and efficient Model Context Protocol server for task management that works with Claude, Cursor, and other MCP clients, providing powerful search, filtering, and organization capabilities across multiple file formats.
    5
    110 npm
    47
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Local-first MCP server and Chromium extension for AI-assisted Microsoft Power Automate work, enabling users to inspect, validate, edit, run, review, and revert cloud flows using a browser session.
    24
    47 npm
    27
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    MCP server for coding-os, a cognitive operating system that gives AI agents memory, structure, and discipline. It exposes tools for project management, task tracking, knowledge graphs, and cognition traces to Claude Code and Codex.
    89
    41 PyPI
    7
    Apache 2.0
  • A
    license
    B
    quality
    A
    maintenance
    Enables MCP clients to manage a project-local tracker by exposing sprint, task, and subtask operations as tools over stdio.
    19
    117 PyPI
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    Enables AI assistants to edit Power Automate cloud flows live, including reading/writing flow definitions, managing connectors, and syncing changes, with no admin rights or app registration required.
    18
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to control iOS Simulators and automate browsers by combining xcrun simctl, fb-idb, and Puppeteer for screenshot capture, device management, gestures, navigation, and DOM interaction.
    6 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides AI coding assistants with code search, impact analysis, task chaining, and persistent memory to turn AI demos into deliverable code.
    17
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for agentic task orchestration and management, enabling AI agents to create goals, plan tasks with acceptance criteria, track dependencies, request human input, and provide proof of completion.
    20 npm
    3
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A lightweight task management MCP server that enables CRUD operations on tasks stored in a single JSON file, including listing, creating, updating progress, and setting priorities.
    87 npm
    ISC