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"Resources and tools for test automation" matching MCP servers:

  • Robot Resources Router by robot-resources

    Robot Resources Routerofficial

    robot-resources
    A
    license
    Not graded
    quality
    F
    maintenance
    LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.
    21
    1
    MIT

  • mcp-resources-giulia-ai

    wganalytics
    A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that demonstrates the Resources feature by exposing static and dynamic resources, including contact data and personalized greetings, through MCP.
    MIT

  • test-mcp

    rrjoson
    A
    license
    Not graded
    quality
    D
    maintenance
    A minimal test MCP server built with TypeScript, demonstrating basic Model Context Protocol capabilities like tools, resources, and prompts.
    20
    ISC

  • MCP Test MCP

    rdwj
    A
    license
    A
    quality
    D
    maintenance
    A specialized testing harness that enables AI assistants to thoroughly test other MCP servers by connecting to them, discovering their tools/resources/prompts, executing test calls, and performing end-to-end validation with LLM integration.
    14
    4
    MIT

  • Test FastMCP

    dolphinsboy
    F
    license
    A
    quality
    D
    maintenance
    A basic MCP server built with the FastMCP framework that provides fundamental mathematical operations like addition, subtraction, multiplication, and division. It serves as a demonstration for integrating math-based tools into MCP-compatible environments like Cursor IDE.
    4

  • 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

  • mcp-test-stepfun

    AIddlx
    F
    license
    C
    quality
    D
    maintenance
    An MCP protocol test server with 35 test tools across 3 transport modes for compatibility verification, plus a development Skill for the Stepfun AI desktop assistant to help write MCP servers.
    9
    1

  • MCP Test Server

    Anika536
    A
    license
    Not graded
    quality
    D
    maintenance
    A comprehensive testing server for validating MCP scanner tools and implementations, providing diverse tools, resources, and prompts that exercise various aspects of the Model Context Protocol specification.
    12
    MIT

  • automation-queue-mcp

    johnSJ1112
    A
    license
    Not graded
    quality
    C
    maintenance
    Lets an LLM like Claude inspect and control an automation job queue — list jobs, check status, trigger new runs, retry failures, and pull queue-wide stats through natural language.
    MIT

  • MCP Test Server

    zgh2hh
    A
    license
    Not graded
    quality
    D
    maintenance
    A TypeScript-based test implementation for the Model Context Protocol (MCP) with example configurations and Jest test cases. Provides a development foundation for building and testing MCP server functionality.
    9
    MIT

  • cool-test-mcp

    CoolTea001
    A
    license
    A
    quality
    A
    maintenance
    An automated testing MCP server that converts test cases into a fixed JSON format, runs them case-by-case, and provides a visual report with review support for cases that cannot be automatically judged.
    7
    0
    MIT
  • m-dev-tools-mcp by m-dev-tools

    m-dev-tools-mcpofficial

    m-dev-tools
    A
    license
    A
    quality
    B
    maintenance
    MCP server that exposes tools to route natural language queries to typed IDs, describe catalog entries, and list repository verification commands for the m-dev-tools organization.
    3
    AGPL 3.0