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    A read-only MCP server for bounded table discovery, deterministic profiling, and maintained-library statistical testing (Welch's t-test and two-proportion z-test) using SQLite, pandas, SciPy, and statsmodels.
    3
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    Enables querying and managing Apache Druid datasources through natural language, including SQL queries, datasource exploration, and cluster connectivity testing.
    4
    7 npm
    2
    Apache 2.0
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    Provides structured access to DevVault's local Postgres database, allowing schema inspection, read-only queries, guarded writes, and dummy data seeding for testing.
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    A unified MCP server for multi-stand infrastructure testing, enabling REST API calls, PostgreSQL queries, and OpenSearch searches through a single config file.
    7
    8 npm
    MIT
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    Postgres Pro is an open source Model Context Protocol (MCP) server built to support you and your AI agents throughout the entire development process—from initial coding, through testing and deployment, and to production tuning and maintenance.
    9
    3,384
    MIT
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    Enables connecting to local or remote MS SQL Server instances and provides tools for testing connections, listing databases and tables, describing schemas, and executing T-SQL queries.
    5
    3,547 npm
    1
    MIT
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    A tool service that enables AI agents to interact with MySQL databases through natural language, supporting SQL queries, table structure retrieval, and connection testing.
    7
    202 npm
    32
    Apache 2.0
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    MCP server for Huawei Cloud GaussDB database, offering 24 tools for connection testing, queries, transactions, metadata, diagnostics, and user management, plus schema resources.
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    Enables AI clients to drive a UI-testing toolbox with 35 tools, including a headless Playwright runner, live Chromium browser with screenshots, test management, and read-only database queries, all through the Model Context Protocol.
    35
    17 npm
    MIT
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    Generates realistic mock data using Faker.js for database seeding, API testing, and development environments. Supports person/company data, custom patterns, multi-locale generation, and structured datasets with referential integrity.
    4
    84 npm
    7
    MIT
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    A starter template for building MCP servers with SQLite database integration. Provides a foundation with SQL query tools, database seeding capabilities, and a development client for testing.
    1
    12 npm
    MIT
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    Enables AI agents to query governed data warehouses through plain language, returning grounded answers with SQL, confidence grades, and signed receipts while enforcing access, testing, and audit controls.
    15
    Apache 2.0
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    Read-only MCP server for retrieving Muninn's memory via a single recall tool, with parity testing against live Python outputs.
    MIT
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    Enables AI assistants to interact with InterSystems IRIS databases through SQL queries, document management, ObjectScript execution, debugging, and unit testing via the Atelier REST API.
    AGPL 3.0
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    Enables AI coding agents to interact with Gel databases by executing queries, testing changes in transactions, and accessing code examples and rules for advanced workflows.
    4
    Apache 2.0
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    A comprehensive server that transforms Claude Desktop into a Salesforce IDE for managing metadata, executing SOQL queries, and automating multi-org operations. It provides 60 optimized tools for intelligent debugging, bulk data management, and Apex testing through natural language commands.
    MIT
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    Provides a lightweight MySQL database interface via stdio, enabling query execution, data manipulation, schema inspection, and connection testing using FastMCP tools.
    3
    MIT
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    MCP server providing PostgreSQL and Vertica database access with tools for querying, listing tables, and testing connections.
    MIT