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"Techniques for Document Compression and Chunking" matching MCP servers:

  • Beckett — MCP for Godot

    beckettlab
    A
    license
    A
    quality
    A
    maintenance
    Zero-sidecar MCP server embedded directly in the Godot 4 editor as a GDScript EditorPlugin — no Node or Python sidecar. Reflection-driven tools over any engine class, validate-before-write GDScript, scene/script/resource authoring, and a runtime play-test loop (play, screenshot, input, assert).
    54
    5
    MIT

  • maester-mcp

    felix-e
    A
    license
    A
    quality
    C
    maintenance
    A reference MCP server that enforces identity-aware tool access using role-based permissions (Reader, Analyst, Auditor) and supports multiple identity routes like Entra RBAC, Copilot Studio, and Okta XAA. It provides read-only access to test evidence with explicit denial paths for unauthorized tools.
    7
    MIT

  • AREL

    Akgithub2028
    A
    license
    Not graded
    quality
    C
    maintenance
    A production-oriented reliability, benchmarking, and evaluation system that layers multi-version protocol negotiation, adaptive streaming, connection pooling, and resilience onto an MCP agent runtime.
    1
    Apache 2.0

  • qai-consultant-mcp

    gvasile29
    A
    license
    A
    quality
    A
    maintenance
    Keyless, local MCP server bringing ISTQB / OWASP / IEEE / ISO / EU AI Act QA standards into your AI client. Standards-grounded retrieval, deterministic QA effort estimation, automated QA document quality review (0-100 rubric), and JUnit/CSV test-results flakiness analysis.
    2
    5
    4
    Apache 2.0

  • MCP Cypress Page Object

    jprealini
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that automatically generates TypeScript Page Object classes and comprehensive Cypress test suites for any web page, supporting element interactions, workflow tests, and both positive and negative testing scenarios.
    1
    373
    22
    MIT

  • LoadRunner Cloud MCP Server

    pbandreddy
    F
    license
    B
    quality
    D
    maintenance
    Enables automated access to LoadRunner Cloud APIs for retrieving performance test data, managing projects, and collecting test results. Supports integration with AI clients for building performance engineering workflows and dashboards.
    9

  • qa-mcp

    davidpoza
    A
    license
    C
    quality
    B
    maintenance
    Automates generation of QA artifacts such as API tests, E2E tests, and documentation exports. It supports REST Assured, Cypress, and Excel/Word document generation.
    5
    14
    MIT

  • MCP Test Server

    small-tou
    F
    license
    C
    quality
    D
    maintenance
    A testing server that demonstrates Model Context Protocol features, providing access to user data, todos, and system information through resources, tools for user management and calculations, and prompt templates for various analyses.
    4
  • @accesslint/mcp by AccessLint

    @accesslint/mcpofficial

    AccessLint
    A
    license
    Not graded
    quality
    F
    maintenance
    An MCP server for WCAG accessibility auditing in AI coding agents, providing tools to audit HTML, files, URLs, and diffs, plus a prompt for React component auditing.
    306
    6
    MIT
  • mobile-agent-platform by mobile-agent-platform

    mobile-agent-platformofficial

    mobile-agent-platform
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for operating and testing Android devices with AI agents. Provides observation and action tools for interactive control and spreadsheet-driven test runs.
    Apache 2.0

  • MCP Perplexity Server

    IBM
    A
    license
    Not graded
    quality
    D
    maintenance
    A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.
    1
    Apache 2.0