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A service or tool for document processing MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

71,107 tools. Last updated 2026-02-10 16:09
  • Retrieve detailed status, configuration, and component information for a specific service in the Ambari cluster. Use this tool to troubleshoot service health, audit setup, or obtain formatted data for automation.
    MIT
  • List documents in a Needle collection to check processing status, inventory available files, and verify document availability before searching.
    MIT
  • Upload 2-40+ files simultaneously for multi-document analysis, code reviews, or dataset processing using parallel processing with automatic retries and processing state monitoring.
    MIT
  • Restart a specific service in an Ambari cluster by stopping and starting it in sequence. Use this tool to troubleshoot issues, apply configuration changes, or perform maintenance requiring service restart.
    MIT

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