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20 Best Jira MCP Servers: compared and ranked, September 2026Ranked from 521 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    C
    maintenance
    A Model Context Protocol server that connects AI assistants like Cline to Atlassian Jira and Confluence, enabling them to query data and perform actions through a standardized interface.
    20
    53
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for AlloyDB (beta): https://www.cdata.com/download/download.aspx?sku=KYZK-V&type=beta
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Tableau CRM Analytics (beta): https://www.cdata.com/download/download.aspx?sku=FSZK-V&type=beta
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    This read-only MCP Server allows you to connect to SharePoint Excel Services data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out our MCP Server for SharePoint Excel Services (https://www.cdata.com/drivers/excelservices/download/mcp).
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Enables ONDC compliance automation by providing tools for managing sessions, flows, records, and forms. Supports stateless, horizontally scalable MCP over stdio and Streamable HTTP.
    21
    -
  • A
    license
    B
    quality
    D
    maintenance
    Enables generation of customizable QR codes through the API Ninjas service, supporting multiple image formats (PNG, JPG, SVG, EPS) with configurable colors and sizes.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to interact with Gmail through LIAM's CASA-compliant Google OAuth infrastructure. It supports searching, listing, and retrieving emails, threads, and labels using standard Gmail query syntax.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    11 MCP tools for personal finance and Zero-Based Budgeting. Create budget plans, calculate net worth, financial runway, savings goals, and audit subscriptions. Includes a voice transaction parser. All tools return rich markdown with tables, benchmarks, and actionable recommendations. Built by GetALife — the gamified budgeting app for iOS and Android.
    11
    80
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A generic MCP server that dynamically exposes any OpenAPI-documented REST API to LLMs by auto-discovering endpoints. It provides tools for exploring API capabilities and making authenticated requests directly through natural language interfaces.
    2
    14
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to query freispace scheduling software data including staff management, project analytics, resource availability, and holiday planning. Provides comprehensive insights for media teams while respecting user permissions and data safety.
    18
    65
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables full Proton Mail management through the Model Context Protocol by connecting to a local Proton Mail Bridge instance. It allows users to list, search, read, send, and organize emails using natural language commands.
    8
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to programmatically inspect, test, and validate other MCP servers by exposing MCP Workbench capabilities as structured tools. It supports automated test spec generation, execution, and detailed failure analysis to ensure server reliability.
    4
    19
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Connects AI assistants to the official Meta WhatsApp Cloud API for managing conversations and sending various message types through natural language. It provides tools for media management, template messages, and real-time webhook processing without the risk of account bans.
    18
    14
    24
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Provides tools for accurate Twitter/X post character counting, validation, and optimization using official counting methods. It enables users to extract entities like URLs and hashtags to ensure content fits within platform constraints.
    4
    1
    -
  • F
    license
    A
    quality
    D
    maintenance
    A lightweight MCP server providing utility tools for math, text processing, data conversion, and URL fetching. It supports both STDIO and SSE communication modes for seamless integration with Claude Desktop and remote AI agents.
    5
    1
    -