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"A memory-efficient MCP server with vectorized memory bank synchronization" matching MCP servers:

  • mortgage-qa-memory

    Xavius123
    F
    license
    Not graded
    quality
    B
    maintenance
    Enables Playwright QA automation with a custom Memory MCP that provides tiered retention and mortgage compliance audit, allowing AI agents to remember flakiness history and journey maps while adhering to data privacy and audit requirements.

  • Workflow MCP Server

    Artin0123
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to evaluate task complexity, verify package installation safety, and log complex reasoning processes. Provides structured assessment of multi-step tasks and environment validation for safer code execution workflows.
    1
    26
    MIT
  • Kumiki A/B by kumikitools

    Kumiki A/Bofficial

    kumikitools
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP-first A/B testing server that enables agents to manage experiments (create, update traffic splits, read results, apply winning variants) from tools like Claude Code, with self-hosted Cloudflare backend.
    MIT

  • MCP QA Server

    404Yeti
    F
    license
    A
    quality
    D
    maintenance
    A reusable MCP server for QA automation testing that enables running tests across web apps, APIs, CLI tools, and more directly from Claude Desktop.
    5

  • ADB MCP Server

    LLL-404
    F
    license
    A
    quality
    D
    maintenance
    A MCP server that enables AI assistants to control Android devices via ADB, supporting device info, screen control, input simulation, app management, shell execution, file transfer, and UI parsing.
    20

  • qTest MCP Server

    Usman-Ghani123
    A
    license
    A
    quality
    B
    maintenance
    This is an unofficial, community-built MCP server for qTest Manager. Not affiliated with or endorsed by Tricentis. Browse projects, modules, and test cases Create/delete test design modules Create and manage test execution cycles Add test cases into execution suites
    9
    30
    1
    MIT

  • sipp-mcp-server

    randybritsch
    A
    license
    A
    quality
    D
    maintenance
    Enables interaction with SIPp, a SIP protocol testing tool, allowing users to run SIPp scenarios, create custom XML scenarios, retrieve statistics, and verify SIPp installation through natural language queries.
    4
    11
    1
    MIT

  • MCP SBOM Server

    MCP-Mirror
    F
    license
    A
    quality
    Not graded
    maintenance
    Performs vulnerability scans using Trivy to generate Software Bill of Materials (SBOM) in CycloneDX format. It enables automated security auditing and dependency tracking through the Model Context Protocol.
    1

  • TestRail MCP Server

    uarlouski
    A
    license
    B
    quality
    A
    maintenance
    AI-native Model Context Protocol (MCP) server for TestRail. Lets Claude, Cursor, Windsurf, and other AI assistants browse projects, create and update test cases, kick off test runs, and record results through natural-language conversation — with strongly-typed tool schemas and per-project custom field validation that helps LLMs generate valid TestRail requests on the first try.
    26
    817
    30
    Apache 2.0

  • cypress-mcp-server

    glh230
    A
    license
    B
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server that integrates Cypress with Cursor AI, enabling AI-powered test automation, debugging, and script generation for Cypress tests.
    8
    3
    MIT

  • Puppeteer Debugger MCP Server

    ALIEX7664
    A
    license
    B
    quality
    C
    maintenance
    An MCP server based on Puppeteer and Chrome DevTools Protocol for advanced browser debugging, performance analysis, and memory detection. It enables users to inspect DOM elements, monitor console errors, capture screenshots, and perform heap snapshot analysis through persistent browser connections.
    10
    35
    1
    MIT