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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables agents to interact with any S3-compatible storage (AWS S3, LocalStack, MinIO) via MCP, providing tools like list, read, write, delete objects and buckets.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Self-hosted MCP server for web crawling that bypasses anti-bot walls and JS challenges, using RabbitMQ, MinIO, and Redis for asynchronous content handling with automatic cleanup.
    1
    AGPL 3.0
  • A
    license
    A
    quality
    C
    maintenance
    Self-hosted knowledge backend for AI agents. Provides 11 MCP tools for hybrid vector + keyword search, container-isolated knowledge bases, and 4 storage connectors (S3, Azure Blob, MinIO, filesystem). Built with .NET, runs via Docker.
    11
    21
    MIT
  • F
    license
    A
    quality
    F
    maintenance
    A lightweight MCP server for interacting with IMAP email accounts to read messages, manage folders, and compose draft replies. It supports standard providers and local bridges, providing tools for searching, fetching attachments, and organizing mailboxes without the ability to send or delete emails.
    19
    10
    -
  • A
    license
    C
    quality
    A
    maintenance
    Enables LLM and AI agent clients to manage S3-compatible object storage such as MinIO, AWS S3, Aliyun OSS, Cloudflare R2, and Tencent COS through the Model Context Protocol. It provides 19 production-grade tools covering bucket lifecycle, object browsing, search, text and byte-range reads, streaming uploads/downloads, presigned URLs, moves, batch deletion, and tag management, protected by read-only, sandbox, prefix-deletion, and content-truncation guards.
    21
    993 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server with 32 tools for ETL ingestion, AI-generated data quality rules, AI transformations, vector search, and natural-language SQL. Works across Postgres, MongoDB, Kafka, S3/MinIO, HashiCorp Vault, and five vector stores (Qdrant, Weaviate, Milvus, Chroma, pgvector).
    12
    AGPL 3.0
  • F
    license
    Not graded
    quality
    C
    maintenance
    A toy MCP server demonstrating OAuth 2.1 scoped authorization with three tools for minion status, listing, and summoning.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Transforms OpenAPI 3.x specifications into MCP tools, enabling Large Language Models to interact with REST APIs through standardized MCP protocol. Supports bearer token authentication and all HTTP methods for seamless API integration.
    2
    -