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  • A
    license
    Not graded
    quality
    D
    maintenance
    This server automatically validates consistency between AI-generated frontend and backend code by enforcing OpenAPI 3.0 specifications. It injects smart constraints into AI prompts to ensure that generated data structures and API calls remain synchronized across the entire stack.
    19
    4
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A universal AI-powered testing server built on the Model Context Protocol (MCP). Allows AI agents to inspect, execute, test, monitor, debug, and report on software projects.
    3
    GNU Lesser General Public v2.1 only
  • A
    license
    A
    quality
    D
    maintenance
    Enables testing, explaining, debugging, and generating regular expressions directly within editors like Claude Code, Cursor, and VS Code Copilot, without leaving the editor.
    6
    5
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants and automation to inspect, compare, and manage FileMaker schema artifacts via MCP, including exploring objects, tracing references, generating diffs between versions, and automating schema tasks through jobs.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that performs mutation testing and diff scoping to score how trustworthy tests are for detecting regressions in changed code.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Model Context Protocol server for security research automation, integrating multiple security testing tools into LLM-driven workflows for secret scanning, static analysis, and vulnerability discovery.
    55
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides instant access to MCP development documentation, best practices, production checklists, common mistakes, architecture patterns, and testing strategies to help developers build production-ready MCP servers.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Multi-system MCP server for reading and writing ABAP source via SAP ADT, with a local web admin, browser-based login, and tools for source navigation, editing, activation, testing, and debugging.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables semantic and literal code search across a codebase, returning results grouped by architectural layer and module, through an MCP interface.
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables AI coding agents to interact with Gel databases by executing queries, testing changes in transactions, and accessing code examples and rules for advanced workflows.
    3
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides AI agents with a unified MCP interface for Android APK reverse engineering, metadata analysis, Smali/resource editing, rebuilding, signing, verification, and ADB device testing.
    MIT