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  • F
    license
    -
    quality
    D
    maintenance
    A demo MCP server for testing and debugging tools, providing tools to get launches and trending words.
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for https://oathe.ai security audits. Runtime behavioral analysis and security scanner for Ai systems. Check trust scores before installing MCP servers, plugins, or AI agent skills.
    5
    20
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Grades MCP servers on agent usability (A–F) — description quality, schema design, tool naming and token cost, the properties that decide whether a model picks the right tool. Benchmarked across 36 popular servers; a third scored D or F.
    3
    422
    19
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables LLM agents to programmatically inspect, debug, and test other MCP servers by wrapping the MCP Inspector CLI. Supports listing and calling tools, reading resources, and testing prompts on both local and remote MCP servers.
    6
    16
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables coding agents to autonomously test, evaluate, and tune other MCP servers by acting as a proxy and providing linting, trace recording, evaluation, comparison, and reporting tools.
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Exposes the Maester security test framework for Microsoft 365/Entra/Defender as MCP tools, enabling AI agents to run tests, audit AI agents and MCP servers, and investigate security posture.
    9
    MIT
  • 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
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that scans Salesforce Agentforce metadata for security vulnerabilities using 61+ SAST rules, integrating into AI coding workflows to guard against OWASP LLM top 10 risks.
    16
    34
    Cryptographic Autonomy 1.0 (Combined Work Exception)
  • A
    license
    A
    quality
    C
    maintenance
    Evidence-driven quality testing for Model Context Protocol servers. It connects as a real client, captures the complete model-facing contract, identifies agent-usability risks, measures context cost, and executes only explicitly approved target calls.
    8
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to programmatically inspect, test, and validate other MCP servers by exposing MCP Workbench capabilities as structured tools. It supports automated test spec generation, execution, and detailed failure analysis to ensure server reliability.
    4
    10
    Apache 2.0