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  • A
    license
    A
    quality
    C
    maintenance
    A local-first MCP server that indexes code repositories and enables AI assistants to search, fetch, and navigate code using BM25 hybrid retrieval, supporting common languages and tools like Codex and ChatGPT.
    8
    MIT
  • 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
    2
    MIT
  • A
    license
    A
    quality
    Not graded
    maintenance
    Enables AI assistants to extract and document Mendix Studio Pro modules by interrogating local .mpr files. Generates comprehensive JSON documentation of domain models, pages, microflows, and enumerations without sending data to the cloud.
    1
    7
    1
    -
  • A
    license
    B
    quality
    C
    maintenance
    Enables searching and browsing Android source code across projects like Android, AndroidX, and Android Studio via cs.android.com. It provides tools for regex-based code searches, full file content retrieval, and symbol autocomplete suggestions.
    4
    17
    25
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    An MCP server that enables easy integration with coding assistants, providing security context to AI agents. This runs locally using the Snyk CLI.
    55
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    An unofficial Model Context Protocol server for Board Game Arena Studio development, providing structured access to BGA project inspection, validation, documentation, and safe Studio operations.
    Apache 2.0
  • A
    license
    Not graded
    quality
    F
    maintenance
    A powerful Model Context Protocol server that creates intelligent graph representations of your codebase with comprehensive semantic analysis capabilities, supporting 11 languages and 26 MCP methods.
    41
    121
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that ingests Spring Boot REST microservices from GitHub, builds a request-flow ontology, and enables natural-language queries about code with flow-aware answers and citations.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Bridges local LLMs running in LM Studio with MCP clients like Claude Desktop to perform reasoning and analysis tasks while keeping sensitive data private. It features a suite of tools for local code review, privacy scanning, and content transformation using auto-discovered local models.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables evidence-grounded diagnosis of Python defects and security vulnerabilities, providing structured reports with vulnerability type, CWE, risk level, root cause, and remediation guidance.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to perform hybrid semantic and lexical code search across multiple repositories, retrieve symbol definitions and call hierarchies, and manage repository relations through MCP tools.
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that transforms Claude Code into an intelligent refactoring assistant, enabling code scanning, hotspot detection, optimization reports, and safe refactoring for large repositories.
    25
    6
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A WeChat Mini Program decompilation MCP server that enables scanning, decompiling, and analyzing local WeChat mini program packages through MCP clients like Cherry Studio.
    3
    GPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables LLM agents to efficiently understand and navigate a codebase by providing semantic search over symbols and a reference graph, replacing expensive grep/glob calls with structured tools like definition lookup, caller/callee queries, and change-impact analysis.
    1
    MIT