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"Assistance with Java development" matching MCP servers:

  • mcp-reposkein by reposkein

    mcp-reposkeinofficial

    reposkein
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    license
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    quality
    A
    maintenance
    Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-native, zero-infra, served via MCP. Python, TS/JS, Rust, Go, Java, C#.
    8
    11
    Apache 2.0

  • Vertex AI MCP Server

    shariqriazz
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    license
    A
    quality
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    maintenance
    Implementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.
    20
    46
    87
    MIT

  • langfuse-mcp-java

    Log-LogN
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    license
    B
    quality
    C
    maintenance
    Query Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.
    55
    3
    MIT
  • Exasol MCP Server with Governed SQL option by exasol-labs

    Exasol MCP Server withofficial

    exasol-labs
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    license
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    quality
    F
    maintenance
    Provides LLM access to Exasol database via MCP tools, including metadata reading and data queries, with an optional on-premise text-to-SQL (Governed SQL) translation.
    4
    MIT
  • Linkup JS MCP Server by LinkupPlatform

    Linkup JS MCP Serverofficial

    LinkupPlatform
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    quality
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    maintenance
    Enables AI assistants and development tools to perform intelligent web searches with natural language queries using Linkup's search API.
    431
    5
    MIT

  • MCP Server with LLM

    MelaLitho
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    license
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    quality
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    maintenance
    Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaining persistent conversation memory. Provides extensible tool framework for various operations including echo functionality and conversation storage/retrieval.
    MIT

  • NL Analytics MCP Server for

    iunera
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    license
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    quality
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    maintenance
    Natural Language Analytics MCP server for Apache Druid. With this enterprise ready server in Java, one can query Apache Druid by natural language queries. Furthermore, the complete management like data loading of the Time Series Database Druid can be done with natural language commands.
    16
    Apache 2.0

  • Boring Gemini

    Boring206
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    license
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    quality
    C
    maintenance
    An autonomous AI development agent that enables full-stack coding, automated verification, RAG-powered code search, and quality assurance through MCP tools. Supports Gemini CLI, Claude Code CLI, with features like parallel verification, security scanning, and spec-driven development.
    5
    Apache 2.0

  • Tavily MCP Server with Proxy

    tulong66
    A
    license
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    quality
    F
    maintenance
    Enables LLMs to perform sophisticated web searches through proxy servers using Tavily's API, supporting comprehensive web searches, direct question answering, and recent news article retrieval with AI-extracted content.
    3
    MIT

  • MCP KQL Server

    4R9UN
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    license
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    quality
    B
    maintenance
    Enables intelligent KQL query execution against Azure Data Explorer clusters with AI-powered schema caching and natural language to KQL conversion. Provides automated schema discovery and context-aware query assistance for enhanced data exploration.
    23
    MIT

  • milvus-sdk-code-helper

    Shawnzheng011019
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    license
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    quality
    D
    maintenance
    An MCP server designed to assist with generating, converting, and translating Milvus SDK code by retrieving relevant documentation and snippets. It supports PyMilvus code generation, ORM-to-client conversion, and cross-language translation between Python, Java, Go, and other supported languages.
    2
    MIT

  • MCP PyODBC Server

    OpenLinkSoftware
    A
    license
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    quality
    F
    maintenance
    A lightweight MCP server that enables database access and querying through ODBC connections, with special support for Virtuoso DBMS features like SPARQL and AI assistance through natural language.
    4
    MIT

  • Perplexity MCP Server

    sengokudaikon
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    quality
    D
    maintenance
    Provides access to Perplexity AI models through two tools: ask\_perplexity for expert programming assistance and chat\_perplexity for maintaining ongoing conversations with context preservation.
    MIT

  • SSE MCP Server with JWT

    anisirji
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    license
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    quality
    D
    maintenance
    A Model Context Protocol server that exposes multiple AI tools over SSE transport with JWT-based secure authentication, allowing for dynamic tool registration and session management.
    13,446
    4
    MIT

  • Remote PostgreSQL Database MCP

    conraddiao
    A
    license
    -
    quality
    D
    maintenance
    Enables you to chat with your PostgreSQL database via natural language, with GitHub OAuth authentication and role-based access control for secure read/write operations.
    MIT