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  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides access to over 40 industry-standard penetration testing tools, including Nmap, SQLMap, and Metasploit, within an isolated Kali Linux Docker container. It enables security professionals to perform comprehensive network reconnaissance, web application testing, and vulnerability research through natural language commands.
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  • A
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    quality
    A
    maintenance
    Drives Android, iOS, smart TV (Android TV, Tizen, webOS), web and Bluetooth (BLE) devices from an agent: start a session, tap, type, swipe and assert by XPath, visible text, OCR or image, then save the steps as a replayable CSV test suite.
    162 PyPI
    65
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    A comprehensive MCP server for Linux automation operations management, providing 88 tools across 8 categories for file, system, process, network, compression, and package management via SSH connections.
    4
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables natural-language chat-driven API testing, letting users upload API specs, run deterministic pytest checks against live targets, inspect results, create defects, and view failure trends.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A middleware system that connects large language models (LLMs) with various tool services through an OpenAI-compatible API, enabling enhanced AI assistant capabilities with features like file operations, web browsing, and database management.
    3
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    A full-stack API automation testing server that parses OpenAPI/Swagger/Postman/HAR specs, generates comprehensive test scenarios and executable code, and provides AI-powered review and auto-fix.
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  • A
    license
    A
    quality
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    maintenance
    Unified MCP server integrating NIST and OWASP security frameworks with live vulnerability data, enabling security searches, compliance mapping, threat modeling, and checklist generation.
    41
    14
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI coding assistants to drive the IDA Pro lifecycle — opening, saving, switching, and closing binaries autonomously — so unattended multi-binary reverse-engineering pipelines can run. It handles database flushing, port release, autonomous launch, and auto-analysis polling so analysis can move from one target to the next without manual intervention.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    A headless IDA Pro MCP server that enables AI agents to automatically open, analyze, and query multiple binary files simultaneously without manual GUI interaction. It provides 36 tools for tasks like decompilation, disassembly, and cross-reference analysis through IDA's idalib library.
    14
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A lightweight and modular framework for building MCP-based file management systems with standardized module structure, flexible configuration, and extensible functionality registration mechanisms.
    3
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables natural-language materials simulation workflows in which agents write native scientific scripts, persist research projects, execute and monitor jobs on Slurm, recover failed tasks, and analyze or hand off results.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    A framework for building MCP servers with built-in enterprise capabilities such as authentication, authorization, telemetry, audit logging, and data classification, allowing domain developers to focus on business logic while maintaining governance and compliance.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables natural language analysis of mechanical test data files (CSV, TDMS, MDF) by providing tools for channel statistics, spectrum analysis, rainflow fatigue counting, thermal state detection, and report generation.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables LLMs to interact with any REST API that has an OpenAPI specification by providing a lightweight MCP server that translates between natural language and API calls.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server framework enabling standardized tool registration, discovery, and invocation over JSON-RPC 2.0, with support for InProcess, SSE, and WebSocket transports, plus built-in tools such as calculator, text processor, and JSON formatter.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables LLM agents to answer questions about Austrian passenger car registrations from an SQLite database, with tools for market overview, brand trends, brand rankings, and top models.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP-compatible clients to discover API endpoints from OpenAPI/Swagger specs, send HTTP requests, validate responses, and analyze status codes for automated API testing.
    1
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