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78,370 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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  • mcp-testbed

    anthonys1760
    A
    license
    A
    quality
    C
    maintenance
    Provides an isolated workspace for testing candidate code, runs tests, and returns deterministic pass/fail verdicts. Enables automated grading of software engineering solutions by ensuring reproducible test runs.
    5
    MIT

  • Spec Workflow MCP

    Pimzino
    A
    license
    A
    quality
    C
    maintenance
    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
    433
    4,291
    GPL 3.0

  • FreeCAD MCP

    fastmcp-me
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to control FreeCAD 3D modeling software, allowing creation and manipulation of 3D objects, execution of Python code, and interaction with FreeCAD's parts library through natural language.
    10
    MIT

  • pet-tools-mcp

    nschneir
    A
    license
    B
    quality
    A
    maintenance
    Enables AI agents to code and debug Commodore PET software using the VICE emulator, with CLI and MCP tools for session control, screen reading, memory manipulation, and testing.
    44
    1
    MIT

  • Claude Code MCP

    auchenberg
    A
    license
    B
    quality
    D
    maintenance
    An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.
    8
    21
    185
    MIT

  • QGISMCP

    syauqi-uqi
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that connects Claude AI to QGIS, enabling direct interaction with the GIS software for project creation, layer manipulation, code execution, and processing algorithms through natural language prompts.
    15
    10
    Creative Commons Zero v1.0 Universal

  • MCP Server for Alloy Modeling

    awwaiid
    A
    license
    B
    quality
    D
    maintenance
    Enables LLM-powered agents to generate, execute, and analyze Alloy modeling language code for software modeling and formal verification. Provides tools to run Alloy models, access documentation and examples, and generate models from system descriptions.
    1
    MIT

  • Houdini MCP Server

    bamboovfx
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to control SideFX Houdini 3D software, providing tools for scene management, node operations, rendering, and more through the Model Context Protocol.
    MIT

  • Files-DB-MCP

    randomm
    A
    license
    Not graded
    quality
    D
    maintenance
    A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.
    7
    MIT

  • MCP Software Engineer

    Rajawatrajat
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables Claude to function as a full-stack software engineer with comprehensive development capabilities including project creation, database management, frontend/backend development, testing, deployment, and DevOps operations across multiple frameworks and technologies.

  • Stata MCP Server

    hanlulong
    A
    license
    Not graded
    quality
    A
    maintenance
    Provides a bridge between Stata statistical software and code editors like VS Code and Cursor, enabling users to run Stata commands directly from the editor, view output in real-time, and get AI-powered assistance with Stata coding.
    480
    MIT

  • AetherLink SDR MCP

    N-Erickson
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables control of Software Defined Radios and decoding of radio protocols through an AI-friendly Model Context Protocol interface, supporting RTL-SDR and HackRF hardware for signal analysis and protocol decoding.
    20
    MIT

  • Codex MCP Abaqus

    Zhangyoupeng1996
    F
    license
    Not graded
    quality
    C
    maintenance
    Enables to interact with Abaqus FEA software through an MCP bridge, supporting connection checks, script execution, model queries, job submission, and simulation automation.
    2