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"Tools or techniques for controlling a browser to test code changes" matching MCP servers:

  • Database Tools for Claude AI

    elber-code
    A
    license
    B
    quality
    D
    maintenance
    MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.
    Last updated
    1
    4
    4
    MIT

  • mcp-for-metabase

    DominikPollok
    A
    license
    -
    quality
    B
    maintenance
    A safety-gated Python MCP server for Metabase that lets MCP clients and agents inspect Metabase, run governed queries, and create or maintain dashboards, cards/questions, collections, snippets, permissions, and other Metabase assets through the Metabase REST API.
    Last updated
    GPL 3.0

  • db-tools-mcp

    urjeetpatel
    A
    license
    A
    quality
    C
    maintenance
    Exposes SQL Server and Snowflake schema metadata to AI coding agents, enabling schema search, join path discovery, and stored procedure metadata retrieval without live queries.
    Last updated
    18
    GPL 3.0

  • claude-database-tools

    Cyronius
    A
    license
    A
    quality
    D
    maintenance
    A SQL Server CLI and MCP server for Claude Code that supports standard SQL Server authentication for database interaction and management. It enables users to perform schema exploration, execute queries, and manage data records with built-in SQL injection prevention.
    Last updated
    12
    5
    MIT

  • Elasticsearch Knowledge Graph

    j3k0
    A
    license
    B
    quality
    D
    maintenance
    Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.
    Last updated
    20
    37
    20
    MIT

  • mcp-sqlite-tools

    spences10
    A
    license
    B
    quality
    A
    maintenance
    Provides comprehensive SQLite database operations for LLMs with security features, transaction support, and separation of read-only and destructive operations.
    Last updated
    22
    107
    20
    MIT

  • SAP OData to MCP Server

    Raistlin82
    A
    license
    C
    quality
    D
    maintenance
    Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing all OData services as dynamic MCP tools. Enables natural language interactions with ERP data including querying, creating, updating, and deleting entities through SAP BTP integration.
    Last updated
    19
    96
    6
    MIT

  • mcp-data-tools

    mahesh-cr-de
    A
    license
    -
    quality
    C
    maintenance
    A governed MCP server enabling LLM agents to query BigQuery, inspect GCS, trigger Airflow DAGs, and run data-quality checks with built-in security guardrails like allow-lists, cost ceilings, and audit trails.
    Last updated
    1
    MIT

  • SAP OData to MCP Server

    lemaiwo
    A
    license
    -
    quality
    D
    maintenance
    Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing all OData services as dynamic MCP tools. Enables natural language interactions with ERP data for querying, creating, updating, and deleting business entities through SAP BTP integration.
    Last updated
    96
    127
    MIT

  • mcp-tools-server

    INTERpol21
    A
    license
    -
    quality
    A
    maintenance
    A portfolio MCP server demonstrating four tools (web search, database query, file reading, directory listing) with read-only SQL, filesystem sandbox, and both stdio and HTTP transports.
    Last updated
    MIT

  • code-context-mcp

    VelimirMueller
    A
    license
    -
    quality
    A
    maintenance
    Indexes codebases into a SQLite database to provide metadata, exports, dependency graphs, and change tracking for JS/TS projects. It enables users to search for symbols, map internal dependencies, and monitor file changes through MCP tools and a web dashboard.
    Last updated
    86
    4
    MIT

  • mcp-tools-sql

    MarcusJellinghaus
    A
    license
    -
    quality
    A
    maintenance
    Provides safe, configurable SQL database access via MCP tools, enabling schema introspection, predefined queries, and structured updates with multi-backend support.
    Last updated
    2
    MIT