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"How to write a Java application, especially using Spring" matching MCP servers:

  • spinnaker-mcp

    GeiserX
    A
    license
    A
    quality
    A
    maintenance
    MCP server bridging Spinnaker continuous delivery platform to LLMs for application, pipeline, and deployment management
    37
    74
    5
    GPL 3.0
  • sandboxapi-mcp by sandboxapi

    sandboxapi-mcpofficial

    sandboxapi
    A
    license
    -
    quality
    D
    maintenance
    Execute code in 8 programming languages via gVisor-sandboxed Docker containers. Supports Python, JS, TS, Go, Java, C++, C, and Bash.
    2
    MIT

  • github-mcp-connector

    FerhatDundar
    A
    license
    -
    quality
    A
    maintenance
    A single static Go binary that exposes GitHub operations (repos, branches, commits, file contents, issues, PRs, and search) as MCP tools, enabling agents to read and write GitHub data with no runtime dependencies.
    MIT

  • Grimoire for Gamemasters

    zafety-vibin
    A
    license
    -
    quality
    B
    maintenance
    Connect to your TTRPG campaign's repository and database. Instead of retrieving prose, its 48 tools (20 read, 28 write) return typed state: 14 entity schemas (NPCs, factions, locations, sessions, lore), relationship and knowledge-graph queries, wiki blocks, and a narrative-state bundle of open threads and canon facts.
    1
    MIT

  • corresync

    nkiyohara
    A
    license
    -
    quality
    A
    maintenance
    A local MCP server that unifies email and calendar management across multiple providers, enabling AI agents to search, read, and write with explicit approval and local-first security.
    Apache 2.0

  • LLM Optimizer

    jonradoff
    A
    license
    -
    quality
    B
    maintenance
    LLM Optimizer is an AI visibility intelligence platform. It analyzes how large language models and AI search engines perceive, cite, and recommend brands; then provides research-backed optimization strategies to improve that visibility.
    10
    MIT

  • wass-mcp

    tb0hdan
    A
    license
    -
    quality
    C
    maintenance
    MCP server for web application security scanning with Nikto, Nuclei, Wapiti, and shcheck integration.
    7
    BSD 3-Clause

  • Multi Database MCP Server

    FreePeak
    A
    license
    -
    quality
    B
    maintenance
    The Multi DB MCP Server is a high-performance implementation of the Database Model Context Protocol designed to revolutionize how AI agents interact with databases. Currently supporting MySQL and PostgreSQL databases.
    411
    MIT

  • sooda-mcp

    sooda-ai
    A
    license
    -
    quality
    C
    maintenance
    Enables AI agents to communicate with business agents across company boundaries using Google's A2A protocol, with tools for discovery, messaging, and connection management.
    MIT

  • mcp-server-mysql

    Kurok1
    A
    license
    -
    quality
    A
    maintenance
    A security-first MySQL MCP server that uses AST parsing and multi-layer defense to allow AI to safely query MySQL databases with configurable read/write access, table whitelists, and audit logging.
    Apache 2.0

  • vshulcz/deja-vu

    vshulcz
    A
    license
    A
    quality
    A
    maintenance
    Indexes the session histories Claude Code, Codex CLI and opencode already write into a local searchable memory. MCP recall tools, session-start auto-recall, secret redaction at index time, cross-machine sync over SSH.
    4
    6
    632
    MIT

  • tela

    zcag
    A
    license
    A
    quality
    A
    maintenance
    Self-hostable, markdown-native team wiki with a built-in MCP server: agents search, read, and write your wiki pages (ranked Postgres full-text + semantic search, backlink traversal). Plus Atlas, which auto-generates a cited, coverage-checked wiki from your git repos and Jira.
    41
    46
    AGPL 3.0

  • backlog-mcp

    corbym
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that gives AI agents structured read/write access to a story-based project backlog. Agents can list stories, read content, update status, and append notes — all backed by plain markdown files that live inside your project repository. There is no shared server. The backlog files live in your repo under requirements/, committed and versioned alongside your code
    16
    3
    The Unlicense

  • runecho

    inth3shadows
    A
    license
    A
    quality
    A
    maintenance
    A deterministic symbol oracle over a locally built index of the repository: whether a symbol exists, what a file declares, and what changed structurally since the last snapshot. It also ships a PreToolUse guard that stops an Edit/Write referencing a function, constant or type the repo does not declare, before the write lands rather than after the build fails. No LLM, no API keys, no network, no l
    6
    MIT

  • interactive-process-mcp

    UserB1ank
    A
    license
    A
    quality
    C
    maintenance
    MCP server for managing interactive processes, enabling AI agents to start, interact with, and terminate long-running programs like SSH sessions, REPLs, and installers via read/write operations.
    8
    8
    MIT

  • figma-mcp-go

    vkhanhqui
    A
    license
    A
    quality
    B
    maintenance
    Figma MCP server with full read/write access via plugin bridge — no API token, no rate limits. 58 tools for design automation: styles, variables, components, prototypes, and content.
    73
    1,267
    MIT