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"Assistance with Java development" matching MCP servers:

  • sandboxapi-mcp by sandboxapi

    sandboxapi-mcpofficial

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

  • devir

    Davidkata1234
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    quality
    C
    maintenance
    A command-line interface and MCP server for managing and monitoring multiple development services through a unified terminal UI. It enables users to interact with service logs, filter messages, and control development environments directly via Model Context Protocol integration.

  • ORAS MCP Server

    shizhMSFT
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    A
    quality
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    maintenance
    Enables users to interact with container registries through the ORAS CLI, providing information about container images, platforms, and signatures via natural language queries.
    7
    Apache 2.0
  • Dojo Genesis MCP Server by DojoGenesis

    Dojo Genesis MCP Serverofficial

    DojoGenesis
    A
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    quality
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    maintenance
    An MCP server that provides Claude Code with 99 methodology skills, seed patterns, decision logging, and memory tools to improve software development decisions. It acts as a cognitive scaffold layer, enabling better working methods rather than just additional data.
    MIT
  • metoro-mcp-server by metoro-io

    metoro-mcp-serverofficial

    metoro-io
    A
    license
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    quality
    C
    maintenance
    Query and interact with kubernetes environments monitored by Metoro. Look at APM, metrics, traces, profiling information with LLMs.
    51
    MIT
  • GraphJin by dosco

    GraphJinofficial

    dosco
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    quality
    A
    maintenance
    Enables AI assistants to query databases using natural language, with automatic schema discovery and SQL compilation.
    1,118
    3,138
    Apache 2.0
  • VictoriaTraces MCP Server by VictoriaMetrics

    VictoriaTraces MCP Serverofficial

    VictoriaMetrics
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    quality
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    Provides access to your VictoriaTraces instance and seamless integration with VictoriaTraces APIs and documentation for querying traces, services, and operations.
    12
    Apache 2.0
  • stackql by stackql

    stackqlofficial

    stackql
    A
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    quality
    A
    maintenance
    Open source SQL-native query and provisioning engine for cloud and SaaS infrastructure. Ships as a single signed binary with MCP tools for provider discovery, schema exploration, queries, and lifecycle operations.
    867
    MIT

  • aws-mcp-connector

    FerhatDundar
    A
    license
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    quality
    A
    maintenance
    Talk to AWS CLI from an MCP-speaking agent. Run any aws <service> <operation> command through the Model Context Protocol, with read-only defaults and gated write access.
    MIT

  • mcp-trino

    txn2
    A
    license
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    quality
    A
    maintenance
    A Model Context Protocol server enabling AI assistants to query and explore data warehouses via Trino, with optional semantic context from metadata catalogs.
    2
    Apache 2.0
  • Fingerprint MCP Server by fingerprintjs

    Fingerprint MCP Serverofficial

    fingerprintjs
    F
    license
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    quality
    B
    maintenance
    Enables MCP-compatible clients to interact with Fingerprint's identification events and management APIs, supporting both private and public modes with tool filtering and multiple transport protocols.
    4

  • helmdeck

    tosin2013
    A
    license
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    quality
    A
    maintenance
    A self-hosted MCP server that provides capability packs for AI agents to perform browser, desktop, git, and code actions via schema-validated JSON calls, enabling reliable agentic workflows even with small open-weight models.
    4
    Apache 2.0

  • zuul-mcp

    clappingmonkey
    A
    license
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    quality
    B
    maintenance
    MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management (enqueue/dequeue/promote), infrastructure visibility, and autohold management. Supports stdio, HTTP, and SSE transports.
    MIT

  • sql-mcp-server

    nethinwei
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    quality
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    maintenance
    A governed SQL gateway for untrusted AI agents, providing controlled access to PostgreSQL, MySQL, and OceanBase with RBAC, field ACLs, row policies, and cost controls.
    MIT

  • MPM-Coding

    halflifezyf2680
    A
    license
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    quality
    A
    maintenance
    Provides AI coding assistants with code search, impact analysis, task chaining, and persistent memory to turn AI demos into deliverable code.
    16
    MIT

  • tailscale-mcp-server

    pnocera
    A
    license
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    quality
    D
    maintenance
    An MCP (Model Context Protocol) server for managing Tailscale resources using the official Tailscale Go client library v2. This server provides complete coverage of the Tailscale API with enhanced, self-descriptive tools powered by OpenAPI documentation.
    2
    MIT

  • github-mcp-connector

    FerhatDundar
    A
    license
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    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