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"Assistance with Java development" matching MCP servers:

  • sswp-mcp

    VrtxOmega
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    license
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    maintenance
    SSWP MCP — Deterministic software attestation for AI-augmented development. Witness any repo through a 5-gate pipeline, adversarially probe dependencies, and produce self-verifying .sswp.json attestations. Fleet registry across 131 nodes with tamper-proof audit ledger and FTS5 search. Agent-native — one tool call from Hermes, Claude, or Cline.
    8
    3
    MIT

  • React Native Expo MCP

    ZaharGusyatin
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    license
    A
    quality
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    maintenance
    An MCP server designed for React Native and Expo development that provides specialized tools for project scaffolding, architectural best practices, and troubleshooting. It enables AI assistants to guide users through setup, navigation configuration, and CI/CD processes using modern stacks like NativeWind and Zustand.
    13
    4

  • gitea-mcp

    nikitatsym
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    license
    A
    quality
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    maintenance
    An MCP server providing comprehensive Gitea API coverage with 186 tools for managing repositories, issues, pull requests, and CI/CD workflows. It enables autonomous AI agents to perform complex development and administrative tasks directly through a Gitea instance.
    7
    MIT
  • LocalStack MCP Server by localstack

    LocalStack MCP Serverofficial

    localstack
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    license
    A
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server for LocalStack that enables management of local AWS development environments, including container lifecycle operations, infrastructure deployments, log analysis with IAM policy generation, chaos injection, and Cloud Pods state management.
    7
    501
    25
    Apache 2.0

  • dev-loop-mcp

    soynog
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    quality
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    maintenance
    An MCP server that automates the full software development lifecycle through an AI-driven TDD state machine. It handles everything from task decomposition and test-driven development to integration testing and automated pull request creation.
    4

  • Structured Workflow MCP

    kingdomseed
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    license
    A
    quality
    B
    maintenance
    Enforces disciplined programming practices by requiring AI assistants to audit their work and produce verified outputs at each phase of development, following structured workflows for refactoring, feature development, and testing.
    20
    35
    12
    MIT

  • xctools-mcp-server

    nzrsky
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    license
    A
    quality
    F
    maintenance
    Provides structured access to Xcode development tools including xcrun, xcodebuild, and xctrace for building, testing, and analyzing projects.
    15
    2
    MIT

  • Example MCP Server

    nykznykz
    F
    license
    A
    quality
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    maintenance
    A demonstration MCP server built with FastMCP v2.0 that provides basic mathematical calculations and greeting functionality. Features Docker containerization, comprehensive testing, and CI/CD automation for learning MCP development patterns.
    2

  • TeamCity MCP Server

    Daghis
    A
    license
    A
    quality
    A
    maintenance
    Enables AI coding assistants to interact with JetBrains TeamCity CI/CD server through natural language commands. Supports triggering builds, monitoring status, analyzing test failures, and managing build configurations directly from development environments.
    32
    891
    28
    MIT

  • MCP-SST

    shanewwarren
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    license
    A
    quality
    D
    maintenance
    Enables monitoring and control of the SST development process by streaming dev logs, managing Lambda invocations, and executing lifecycle commands like start, stop, and restart. It provides real-time access to event streams and deployment status directly through the Model Context Protocol.
    6
    2

  • Spec-driven Development MCP

    kevinlin
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    license
    B
    quality
    D
    maintenance
    An MCP server that enables AI-powered IDEs to implement a structured development workflow from requirements gathering to code implementation, guiding users through goal collection, requirements specification, design documentation, task planning, and execution.
    9
    12
    21
    MIT

  • Build MCP Server

    TeodorTrotea
    F
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to manage development workflows by running build commands, executing tests, analyzing package.json files, installing dependencies, and performing code linting. Supports multiple package managers (npm, yarn, pnpm) and provides detailed error reporting for development operations.
    5

  • Puppet Master MCP Server

    ldco
    F
    license
    B
    quality
    C
    maintenance
    Provides 26 tools for Puppet Master framework operations including initialization, development, database management, deployment, builds, linting, testing, configuration, knowledge retrieval, contribution workflows, and code reviews.
    26