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"Architecture for automating quality assurance with services" matching MCP servers:

  • Log Analyzer with MCP by awslabs

    Log Analyzer with MCPofficial

    awslabs
    A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.
    167
    Apache 2.0
  • Azure Analysis Services MCP Server by CData by CDataSoftware

    Azure Analysis Services MCPofficial

    CDataSoftware
    A
    license
    Not graded
    quality
    D
    maintenance
    This read-only MCP Server allows you to connect to Azure Analysis Services data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).
    MIT
  • Delpha Data Quality MCP by Delpha-Assistant

    Delpha Data Quality MCPofficial

    Delpha-Assistant
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI-driven data quality operations such as validation, enrichment, and deduplication for customer data fields including email, address, phone, and LinkedIn profiles through natural language interactions.
    2
    MIT
  • SharePoint Excel Services MCP Server by CData by CDataSoftware

    SharePoint Excel Services MCPofficial

    CDataSoftware
    A
    license
    Not graded
    quality
    D
    maintenance
    This read-only MCP Server allows you to connect to SharePoint Excel Services data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out our MCP Server for SharePoint Excel Services (https://www.cdata.com/drivers/excelservices/download/mcp).
    MIT
  • PQS - Prompt Quality Score by OnChainAIIntel

    PQS - Prompt Quality Scoreofficial

    OnChainAIIntel
    A
    license
    A
    quality
    C
    maintenance
    A remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (free, grades any LLM prompt A-F on 0-40 scale), optimize_prompt (returns optimized prompt + dimension breakdown, $0.025 USDC), and compare_models (Claude vs GPT-4o head-to-head, $1.25 USDC). Remote HTTP server at /api/mcp.
    2
    169
    2
    MIT
  • mcp-identity-proxy-for-aws by aws-samples

    mcp-identity-proxy-for-awsofficial

    aws-samples
    A
    license
    Not graded
    quality
    A
    maintenance
    A client-side MCP proxy that injects OAuth 2.0 bearer tokens or API keys into MCP requests, enabling MCP clients to connect to OAuth/API-key-protected MCP servers like Amazon Bedrock AgentCore Gateway. It automatically fetches and refreshes credentials using AgentCore Identity or static values.
    MIT No Attribution
  • Quality Clouds MCP Server by qualityclouds

    Quality Clouds MCP Serverofficial

    qualityclouds
    F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI coding assistants to automatically validate and fix code against enterprise governance rules using LivecheckAI, supporting platforms like Salesforce and ServiceNow.
    4
  • QualityMax QA MCP by Quality-Max

    QualityMax QA MCPofficial

    Quality-Max
    A
    license
    A
    quality
    A
    maintenance
    Enables coding agents to independently verify web changes by scanning pages, inspecting UI structure, generating Playwright reproductions, and executing tests with structured QA evidence.
    4
    620
    2
    MIT
  • Exasol MCP Server with Governed SQL option by exasol-labs

    Exasol MCP Server withofficial

    exasol-labs
    A
    license
    Not graded
    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
  • NetDefense for OPNsense by netdefense-io

    NetDefense for OPNsenseofficial

    netdefense-io
    A
    license
    Not graded
    quality
    A
    maintenance
    Manage a fleet of OPNsense firewalls from an AI agent, inside guardrails it can't drive around. MCP server for central management of OPNsense firewall fleets. 129 tools across devices, config sync, tasks, schedules, templates, backups and remote consoles - destructive actions confirmation-gated, MCP-issued tokens lifetime-bounded, backup and storage secrets excluded from the toolset entirely.
    Apache 2.0
  • Funplay MCP for Unreal by FunplayAI

    Funplay MCP for Unrealofficial

    FunplayAI
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to directly control and interact with the Unreal Editor through natural language, allowing tasks such as spawning actors, building levels, creating materials, and running Python scripts.
    2
    MIT
  • Funplay MCP for Unity by FunplayAI

    Funplay MCP for Unityofficial

    FunplayAI
    A
    license
    Not graded
    quality
    A
    maintenance
    This MCP server integrates AI assistants with Unity Editor, allowing them to create scenes, generate scripts, simulate input, and automate workflows using 91 built-in tools.
    214
    MIT
  • SQL Server Analysis Services MCP Server by CData by CDataSoftware

    SQL Server Analysis Servicesofficial

    CDataSoftware
    A
    license
    Not graded
    quality
    D
    maintenance
    This read-only MCP Server allows you to connect to SQL Server Analysis Services data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out our MCP Server for SQL Server Analysis Services (https://www.cdata.com/drivers/ssas/download/mcp).
    1
    MIT