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    Enables AI coding assistants to run pre-publish security and code-quality scans across 17 categories, generate a 0–100 security score and Markdown report, quickly check critical vulnerabilities, and receive fix/refactor suggestions by finding ID.
    3
    MIT
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    quality
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    Analyzes codebases for cross-platform compatibility issues, detecting platform-specific APIs, file path problems, line ending inconsistencies, and shell command incompatibilities across Windows, macOS, and Linux.
    8
    MIT
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    Not graded
    quality
    D
    maintenance
    A Python-based server for managing and analyzing code context for AI-assisted development. Provides real-time code analysis, project structure analysis, dependency tracking, and secure API endpoints.
    13
    MIT
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    Transforms codebases into a living knowledge graph with AI-powered code analysis, security scanning, and persistent semantic memory, leveraging Oracle 26ai vector and property graph capabilities.
    11 npm
    12
    MIT
  • F
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    A high-performance MCP server integrated with a Django analytics dashboard, featuring 19 tools for AI interaction tracking, AST code analysis, and real-time token efficiency metrics.
    -
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    license
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    Deterministic AI safety policy engine with Z3 formal verification. Write, verify, simulate, and enforce machine-verifiable safety constraints for AI agents. Completely outside the LLM.
    11
    27
    Apache 2.0
  • F
    license
    B
    quality
    Not graded
    maintenance
    Provides comprehensive codebase analysis and semantic understanding through integrated knowledge graphs, enabling AI assistants to understand project structure, patterns, dependencies, and context through multiple analysis tools and format generators.
    9
    -
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    Enables AI assistants to generate and statically verify IEC 61131-3 Structured Text logic, mutate .csp/.cpj OLE2 project containers, trigger in-GUI Error Check compilation, manage HMI screens, and run deterministic OCS scan-cycle simulations and Modbus telemetry scaling against Cscape 10.2. All physical hardware and firmware-download paths are intercepted fail-closed, so commissioning must be performed manually by authorized field personnel.
    MIT
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    Automatically converts JoinQuant quantitative trading strategies to Ptrade platform format, supporting direct code input or file paths, with automatic API mapping and detailed conversion reports.
    2
    1
    4 npm
    73
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Model Context Protocol server for Ghidra reverse engineering. 179 tools for decompilation, symbol management, cross-references, and binary analysis.
    8
    6,090
    Apache 2.0
  • A
    license
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    quality
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    Enables developers and product owners to scan a codebase and extract a readable business overview—features, roles, access control, data model, and endpoints—along with findings on missing or inconsistent rules, and generate shareable HTML or Markdown reports and diagrams.
    9
    2
    MIT
  • A
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    quality
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    Gives Goose/Cursor access to your iOS/macOS project index through the Model Control Protocol (MCP) and IndexStoreDB. This provides exhaustive lists of function call sites to help your agent with refactoring and code navigation.
    4
    67
    Apache 2.0
  • A
    license
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    quality
    D
    maintenance
    A code review tool server based on Model Context Protocol (MCP), providing multi-dimensional code review and scoring functions.
    4
    2
    Apache 2.0
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    license
    B
    quality
    A
    maintenance
    Enables AI assistants to debug PHP applications through Xdebug's DBGp protocol, providing full debugging control including breakpoints, variable inspection, stack traces, and advanced features like watch expressions and code coverage.
    46
    334 npm
    28
    MIT
  • A
    license
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    quality
    F
    maintenance
    A Model Context Protocol (MCP) server that provides code analysis capabilities using tree-sitter, designed to give Claude intelligent access to codebases with appropriate context management.
    26
    532 PyPI
    309
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Provides an MCP interface for Agda's JSON interaction protocol, enabling type checking and interactive editing of Agda modules with support for workspace management and non-blocking operations.
    18
    25 npm
    MIT
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    Enables AI assistants to control GDB debugger via MCP protocol for local and remote debugging, supporting CTF Pwn, crash analysis, and ELF inspection.
    13
    1
    MIT
  • A
    license
    C
    quality
    F
    maintenance
    An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.
    23
    16
    GPL 3.0
  • A
    license
    C
    quality
    B
    maintenance
    An MCP server that enables Claude and other LLM clients to access Hanzo AI platform capabilities and provide powerful code management tools for analyzing, modifying, and understanding projects.
    7
    71 npm
    4
    MIT