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"Java command reference and usage" matching MCP servers:

  • mcp-commands

    PuemMTH
    F
    license
    A
    quality
    D
    maintenance
    An MCP server for tracking and managing AI command usage history using a PostgreSQL database. It enables users to log, search, and view statistics for various AI-related commands and their execution contexts.
    5

  • MCP Java Backend Suite

    Dmitriusan
    A
    license
    -
    quality
    D
    maintenance
    A comprehensive MCP toolkit for Java backend developers, providing 35 tools across 5 servers for database analysis, JVM diagnostics, migration assistance, Spring Boot monitoring, and Redis diagnostics.
    92
    MIT

  • bricks-and-context

    laraib-sidd
    A
    license
    -
    quality
    C
    maintenance
    Enables AI assistants to interact with Databricks workspaces, running SQL queries, managing jobs, and exploring schemas via the Model Context Protocol.
    1
    GPL 3.0

  • pmgs-reference

    Nagi-Inaba
    A
    license
    -
    quality
    A
    maintenance
    Provides read-only access to JPO Patent Map Guidance System classification records via SQLite, enabling lookup, lexical search, and document retrieval through stdio MCP tools.
    1
    Apache 2.0

  • unity-asset-reference-mcp

    JVinceW
    A
    license
    -
    quality
    B
    maintenance
    Indexes Unity project assets into a SQLite reference graph and provides an MCP server for querying asset dependencies, references, unused assets, and broken references.
    35
    4
    MIT

  • Azure Usage MCP Server

    rithik-perera
    F
    license
    -
    quality
    D
    maintenance
    Enables natural language analysis of Azure usage data from CSV files, providing cost summaries, visualizations, and insights about service and regional spending patterns.
    1

  • duckdb-analytics-mcp

    arthurxavier106
    A
    license
    A
    quality
    C
    maintenance
    A read-only DuckDB MCP server offering context-efficient analytics tools (list_datasets, describe_table, profile_column, explain, query) with a semantic layer for business rules, security guards, and disclosed truncation to help LLMs produce correct answers while minimizing token usage.
    5
    MIT

  • litescope

    croc100
    A
    license
    A
    quality
    A
    maintenance
    Operations toolchain for SQLite, Cloudflare D1, and Turso. Every command is available as both a CLI and an MCP tool: inspect, diff, migrate, monitor, back up, and repair databases. 22 stdio tools, read-only by default.
    14
    1
    AGPL 3.0

  • snowflake-cost-mcp

    alizubairs
    A
    license
    A
    quality
    C
    maintenance
    Provides read-only visibility into Snowflake warehouse cost and query performance, including credit usage by warehouse, expensive queries, and heuristic right-sizing recommendations.
    6
    MIT

  • PyScrappy

    mldsveda
    A
    license
    A
    quality
    A
    maintenance
    A Python web-scraping toolkit that exposes 22 tools for fetching structured web data (from any URL to search, finance, e-commerce, and reference sources) as validated JSON for AI agents.
    6
    24
    186
    MIT

  • health-mcp

    danielv27
    F
    license
    A
    quality
    B
    maintenance
    Provides a unified MCP interface to a personal health database, enabling AI agents to sync lifting workouts from Hevy, log food intake against a catalog, and run read-only SQL queries to cross-reference training and nutrition data.
    6
    1

  • retrace-mcp

    calvingunther66
    A
    license
    A
    quality
    C
    maintenance
    Read-only MCP server for searching your local Retrace screen-history database, with tools for full-text search, segment listing, frame details, app usage, and tags.
    6
    MIT

  • MigratorXpress MCP Server

    arpe-io
    A
    license
    A
    quality
    C
    maintenance
    This MCP server enables database migration between heterogeneous systems (Oracle, PostgreSQL, SQL Server, Netezza to PostgreSQL or SQL Server) through AI assistants by providing tools for command preview, execution, validation, and workflow suggestions.
    6
    MIT

  • Operational Ontology

    gura105
    A
    license
    A
    quality
    B
    maintenance
    Reference implementation of the Operational Ontology pattern: MCP tools are generated from a typed business domain model (objects, links, actions) — one tool per query shape and per action, deliberately no raw SQL tool. Writes pass business-rule preconditions, are audited, and write back to the systems of record; refusals are machine-readable. Ships with a demo orders ontology spanning two legacy
    19
    55
    MIT

  • jdatamunch-mcp

    jgravelle
    F
    license
    A
    quality
    A
    maintenance
    MCP server for tabular data retrieval that indexes local CSV, Excel, Parquet, and JSONL files once and answers questions via column profiles, filtered rows, server-side aggregations, and joins, drastically reducing token usage for large datasets.
    39
    81