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"Python code quality improvement and codebase diagram generation tools" matching MCP servers:

  • s3-tools

    sofianhamiti
    F
    license
    B
    quality
    D
    maintenance
    An MCP server that provides tools for interacting with AWS S3 buckets, enabling direct access to S3 operations through the Model Context Protocol.
    1

  • S3 Tools MCP Server

    MCP-Mirror
    F
    license
    -
    quality
    -
    maintenance
    Enables direct interaction with AWS S3 buckets through the Model Context Protocol, allowing users to list and manage S3 bucket operations using their AWS credentials.

  • minio-aiops

    AIops-tools
    A
    license
    B
    quality
    A
    maintenance
    Governed MinIO object-storage operations — capacity, exposure-surface audit, lifecycle, and healing RCA, with guarded bucket writes, unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.
    48
    MIT

  • MinIO MCP Server

    MCP-Mirror
    A
    license
    -
    quality
    -
    maintenance
    Enables interaction with MinIO object storage through a standardized Model-Context Protocol interface. Supports listing buckets and objects, retrieving files, and uploading data to MinIO storage.

  • MinIO Model-Context Protocol

    ucesys
    A
    license
    -
    quality
    F
    maintenance
    Provides a standardized way to interact with MinIO object storage, allowing access to text files, binary files, and bucket contents while supporting operations like listing buckets/objects, retrieving objects, and uploading files.
    6
    MIT

  • MinIO PUT MCP Server

    zymeli
    A
    license
    A
    quality
    A
    maintenance
    A PUT-only MCP server for MinIO that enables file, batch, and streaming uploads with automatic date/machine/file path organization and metadata generation for data archiving.
    3
    32
    MIT

  • Banana Image MCP

    xinpengfei520
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that generates high-quality blog cover images using Google Gemini AI and automatically uploads them to Qiniu Cloud storage. It provides automated WebP conversion and compression to deliver optimized CDN URLs for generated images.
    3
    23
    MIT

  • chuk-mcp-s3-bucket-manager

    chrishayuk
    A
    license
    A
    quality
    D
    maintenance
    The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 buckets using the MCP runtime. This utility provides a simple interface for listing, creating, and deleting S3 buckets.
    3
    1
    MIT

  • MinIO Storage MCP

    pickstar-2002
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to manage MinIO object storage through comprehensive bucket operations, file uploads/downloads, batch processing, permissions management, and URL generation. Supports both automatic and manual connection modes with flexible authentication options.
    19
    18
    2
    MIT

  • minio_mcp

    ClearMind1
    F
    license
    C
    quality
    D
    maintenance
    A FastMCP-based server that enables uploading text and base64-encoded content to MinIO object storage through an HTTP transport. It supports automated bucket management and secure file path generation to streamline remote storage operations.
  • YAFL MCP Server by yafldev

    YAFL MCP Serverofficial

    yafldev
    A
    license
    -
    quality
    C
    maintenance
    Enables AI agents to securely transfer files between machines via encrypted, expiring share links, with tools for upload, download, status checks, and link management.
    MIT

  • bucket-helper-mcp

    warith-harchaoui
    A
    license
    -
    quality
    A
    maintenance
    Provides MCP tools for AWS S3 and S3-compatible storage, enabling file upload, download, listing, deletion, and temporary remote file staging via natural language.
    BSD 3-Clause

  • Proton Drive CLI MCP

    borealstack
    A
    license
    -
    quality
    A
    maintenance
    Manage Proton Drive from Claude, Codex, VS Code/Copilot, and any MCP client through Proton's official CLI. Authentication and encrypted Drive behavior stay with Proton's tooling.
    50
    MIT