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    license
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    maintenance
    An intelligent MCP server that analyzes logging quality in your code and provides improvement suggestions using LLM-powered insights.
    15
    Apache 2.0
  • F
    license
    Not graded
    quality
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    maintenance
    A collection of MCP servers providing structured tools for ARM specification, verification, assembly analysis, and performance checks. They enable LLM agents and engineers to perform formal verification, analyze assembly code, and evaluate performance constraints.
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    A
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    Enables AI assistants to compile AdvPL/TLPP sources, generate and apply patches, and inspect RPO of TOTVS Protheus servers via the TDS Language Server.
    13
    1
    MIT
  • F
    license
    A
    quality
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    maintenance
    Enables parsing, validating, and translating POEM pseudo-code specifications into code in any programming language via natural language.
    3
    -
  • A
    license
    A
    quality
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    maintenance
    MCP server that brings Octopus AI code review into editors, allowing review of code changes and asking questions about your codebase. Integrates with Cursor, Claude, or any MCP client via natural language.
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables coding agents to index AscendC operators into a committed .uo graph and answer structural queries about Host, TilingKey, TilingData, and Kernel components via MCP.
    5
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables free indexing of repository files into a live semantic code search Worker via the index_code tool, while semantic search requires calling the paid x402-gated endpoint directly.
    1
    47
    MIT
  • F
    license
    A
    quality
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    maintenance
    Bridges Claude AI to a live Unreal Engine 5 editor session, enabling natural language control of scene inspection, modification, logging, source search, console commands, and C++ class scaffolding.
    10
    -
  • A
    license
    A
    quality
    A
    maintenance
    Turn any .NET test-automation solution into a queryable map in one SQLite file — features, steps, API clients, page objects, and their dependencies. Zero config, no AI, no network, 100% deterministic.
    4
    11
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    SPARDA is a zero-configuration MCP builder that converts existing Express and FastAPI applications into fully functional Model Context Protocol servers. It automatically generates tools from routes, preserves API schemas, and accelerates MCP development from hours to minutes.
    8
    291
    8
    Business Source 1.1
  • A
    license
    A
    quality
    C
    maintenance
    Enables Claude to operate Android Studio and the entire Android toolchain: build, test, lint, run on devices/emulators, analyze APKs, scaffold projects, inspect code, and drive the live IDE via 73 tools.
    73
    3
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI coding assistants to debug and analyze WeChat MiniApp JavaScript code via Chrome DevTools Protocol. Supports network interception, breakpoint debugging, script analysis, and runtime inspection for reverse engineering purposes.
    19
    170
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Local-first codebase context engine that parses code into a ranked dependency graph and serves it to AI tools via MCP for deep structural understanding.
    5
    15
    1
    MIT