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78,329 servers. Updated
20 Best Jira MCP Servers — compared and ranked, August 2026Ranked from 490 matching servers on stars, growth, downloads and maintenance. Updated .

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"How to create tasks or issues in Jira" matching MCP servers:

  • jira-alerts-mcp

    rrvrs
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables interaction with Jira Service Management Operations alerts and on-call schedules, including searching alerts, reading notes and activity logs, acknowledging, closing, annotating, adding responders, and querying current and next on-call rotations.
    1
    Apache 2.0

  • Shepherd MCP

    neuralis-in
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.
    18
    MIT

  • sanitycheck-mcp

    zetlen
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to check the health of internet infrastructure and specific services, helping diagnose whether issues are local or external.
    3
    24
    ISC

  • sentry-mcp-server

    friendlygeorge
    A
    license
    A
    quality
    F
    maintenance
    Connect AI assistants to Sentry for error tracking, issues, releases, events, and project management through the Model Context Protocol. Provides tools to list organizations, projects, issues, events, releases, teams, and members, as well as get details and update issue status.
    12
    42
    MIT
  • Shipbook MCP by ShipBook

    Shipbook MCPofficial

    ShipBook
    A
    license
    Not graded
    quality
    D
    maintenance
    Connects AI coding assistants to Shipbook for investigating issues using real application logs with error classification, log search, and session tracing.
    2
    MIT
  • VinvAI by VinvAI

    VinvAIofficial

    VinvAI
    A
    license
    Not graded
    quality
    B
    maintenance
    Runs, tests, and finds issues in your Python services with zero code changes, then helps your AI agent fix what breaks and proves it with acceptance tests.
    40
    Apache 2.0

  • mcp-sentry

    elliottlawson
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to retrieve and analyze Sentry issues, including error reports, stacktraces, and debugging information from Sentry.io.
    10
    1
    MIT
  • Bigeye MCP Server by bigeyedata

    Bigeye MCP Serverofficial

    bigeyedata
    F
    license
    Not graded
    quality
    B
    maintenance
    Enables interaction with the Bigeye Data Observability platform to query data quality issues, analyze data lineage and dependencies, track AI agent data access patterns, and perform root cause analysis for data issues.

  • mcp-sentry-ts

    CynepHy6
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables querying and managing Sentry projects, issues, and events through natural language.
    10
    ISC

  • otel-mcp-server

    shiftyp
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables natural language querying and analysis of OpenTelemetry traces, metrics, and logs stored in Elasticsearch/OpenSearch, allowing AI assistants to investigate performance issues, find root causes, and explore system behavior.
    25
    14
    MIT

  • bugsink-mcp

    fers4t
    A
    license
    Not graded
    quality
    C
    maintenance
    Full read/write MCP server for Bugsink, letting users view and manage teams, projects, issues, events, and releases, including resolving, muting, reopening, commenting on, and deleting issues.
    877
    MIT
  • uptybots-mcp-server by uptybots

    uptybots-mcp-serverofficial

    uptybots
    A
    license
    A
    quality
    B
    maintenance
    Uptime monitoring for websites, APIs, SSL certificates, domain expiry, ping and TCP/UDP ports. 15 tools to list, create, pause and delete monitors, pull incident timelines with error codes, and read hourly or daily uptime and response-time statistics.
    15
    476
    1
    MIT
  • freeplay-mcp by freeplayai

    freeplay-mcpofficial

    freeplayai
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to interact with Freeplay, an ops platform for AI engineering teams, to analyze production logs, identify quality issues, iterate on prompts and agents using real data, and run experiments before deploying.
    9
    2
    Apache 2.0

  • mcp-deadmansnitch

    jamesbrink
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for Dead Man's Snitch that enables AI assistants to manage monitoring snitches, including creating, updating, checking in, and pausing monitors for scheduled tasks and cron jobs.
    1
    2
    MIT