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    Unified air-gapped Model Context Protocol server exposing 9 deterministic developer appliances: PR anti-hallucination guard, AST token pruner (-70% tokens), Dockerfile bloat auditor, SQL anonymizer, and FinOps blast radius.
    9
    55 npm
    Apache 2.0
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    Enables local language models to request real-time peer review feedback from Google Gemini to improve response quality, accuracy, and completeness through AI collaboration.
    1
    3
    MIT
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    A precision code-retrieval MCP server for coding agents working in large, legacy, and air-gapped codebases. It returns exact file and line range citations from natural-language queries without requiring the agent to perform blind searches.
    3
    MIT
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    Exposes read-only tools for OPC UA PLC tag monitoring and diagnostics, and enables template-driven, validated IEC 61131-3 SCL code generation with a mandatory human review gate before download.
    1
    MIT
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    Enables AI agents to perform local iOS reverse engineering through MCP by importing IPA files, querying Mach-O and Ghidra analysis for functions, references, calls, and approximate pseudocode, and saving evidence-backed findings. It supports investigation cases and exports HTML, Markdown, or JSON reports with provenance.
    MIT
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    An MCP server that generates, runs, and triages tests by introspecting Python modules or web pages, using structured LLM outputs for scenario generation and failure analysis.
    1
    MIT
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    A TypeScript ESM MCP server exposing 20 public instruction tools and 7 utility tools, backed by 102 internal skills across 18 domain families — from requirements discovery and code quality through governance, resilience, and physics-inspired analysis.
    226 npm
    6
    MIT
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    Enables AI coding agents and developers to search code by meaning and exact text, map symbols, dependencies, blast radius and context, inspect git-change impacts, and trace live Python or JavaScript execution from a local air-gapped SQLite index.
    Apache 2.0
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    Enables SAP teams to inspect, search, diagnose, and safely change ABAP objects and repository content through ADT, with role-based tool profiles, read-only defaults for non-development systems, and guarded preview/confirmation workflows.
    46 npm
    1
    MIT
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    Provides AI-powered development tools including code generation, refactoring, debugging, performance optimization, and test generation, along with smart prompts for code analysis and documentation, and a built-in knowledge base of coding best practices.
    MIT
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    Provides AI coding agents with ground truth about a Rails app via 45 read-only tools covering schema, models, routes, controllers, views, jobs, and conventions, working over MCP or CLI and functioning even when the app cannot boot.
    167
    MIT
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    EU AI Act compliance scanner for Python AI agents. Scans, analyzes, and remediates LangChain/CrewAI/AutoGen/OpenAI code across 6 articles with 10 MCP tools including prompt injection detection, risk classification, and fix code generation.
    73 PyPI
    3
    Apache 2.0