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96,610 servers. Updated
20 Best Jira MCP Servers: compared and ranked, October 2026Ranked from 563 matching servers on stars, growth, downloads and maintenance. Updated .

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"Methods for Analyzing JIRA Tickets" matching MCP servers:

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  • A
    license
    A
    quality
    C
    maintenance
    Enables semantic search and analysis of customer support tickets. Provides tools to search tickets, analyze the dataset, and retrieve individual tickets using natural language.
    3
    MIT
  • F
    license
    B
    quality
    B
    maintenance
    MCP server that connects AI assistants to your Jira site, supporting PAT or SSO authentication for search, read, create, update, and delete operations on issues.
    17
    110 npm
    -
  • A
    license
    C
    quality
    D
    maintenance
    An MCP server that enables communication with Jira, allowing users to perform operations like getting, searching, creating, and editing issues through natural language interaction.
    1
    78 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP-capable AI assistants to search and retrieve past Jira issues, resolutions, and recurring topics from a fully local embedded knowledge base using hybrid semantic and keyword search.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Connects Jira projects to AI assistants, enabling natural language queries to view, search, and filter stories with real-time access to descriptions, comments, status, and metadata without leaving your development environment.
    78 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    A clean, reliable Model Context Protocol server for Jira integration, enabling issue management, search, and more via natural language.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server that encapsulates Apple Mail on macOS via AppleScript, enabling invoice PDF search, attachment saving, and message flagging through natural language.
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that exposes macOS Spotlight search as tools, wrapping mdfind and mdls to provide full-text and metadata file search across the system.
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.
    4
    8
    Apache 2.0
  • F
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.
    4
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables asking questions and performing semantic searches against an Inkeep knowledge base. Deployable to Vercel with Next.js.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Read-only MCP server that queries Russian Railways (ticket.rzd.ru) for train schedules, car types, prices, and seat availability. It provides official RZD links for manual booking but does not log in, book, or pay.
    38 npm
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An Operit-compatible adapter of the Exa MCP server, enabling web search, code search, and company research capabilities in AI assistants. It fixes MCP handshake compatibility issues, allowing tools like web_search_exa and web_fetch_exa to load and run reliably.
    2
    13,857 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An AI-friendly JIRA integration server using the Model Context Protocol, providing semantic tools for searching and interacting with JIRA issues without requiring JQL knowledge.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Turns any static website into an MCP-searchable knowledge base by deploying a Cloudflare Worker that provides full-text search tools, enabling AI assistants to search and retrieve content from your site.
    1
    MIT