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"AWS Cost and Usage Analysis with Cost Optimization Recommendations" matching MCP servers:

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    maintenance
    Connects AI assistants to AWS infrastructure through AWS IAM Identity Center for secure, natural language management of cloud resources across multiple accounts. It enables users to execute AWS CLI commands, monitor resources, and run remote shell commands on EC2 instances via Systems Manager.
    Last updated
    458
    14
    ISC
  • F
    license
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    quality
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    maintenance
    A demo MCP server that enables users to interact with various tools through natural language, including note management, weather queries, calculations, file operations, and shell commands. Uses Ollama for intent detection and structured command parsing from free text input.
    Last updated
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    license
    A
    quality
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    maintenance
    An agent-native shell as an MCP server, designed for LLM agents (like Claude Code) to execute commands with structured output, lazy detail retrieval, and effect tracking, minimizing token usage.
    Last updated
    9
    13
    MIT
  • A
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    A
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    maintenance
    A TypeScript-based bridge between AI models and Android device functionality, enabling interaction with Android devices through ADB commands for tasks like app installation, file transfer, UI analysis, and shell command execution.
    Last updated
    10
    108
    57
    MIT
  • F
    license
    A
    quality
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    maintenance
    Enables AI agents to start and manage pseudo-terminal sessions, run shell commands and interact with REPLs programmatically.
    Last updated
    7
  • A
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    quality
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    maintenance
    Enables read-only Linux system diagnostics and troubleshooting on local and remote RHEL-based systems via SSH, including services, processes, logs, network, and storage analysis.
    Last updated
    20
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables read-only Linux system diagnostics and troubleshooting on RHEL-based systems, including system info, services, processes, logs, network, and storage analysis. Supports both local and remote SSH execution across multiple hosts.
    Last updated
    20
    MIT
  • A
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    quality
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    maintenance
    Enables interaction with MariaDB databases through secure read-only operations. Supports database exploration, schema inspection, and SQL query execution with comprehensive logging and connection pooling.
    Last updated
    5
    2
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables secure SSH access to servers through a gateway with Kerberos authentication, allowing execution of whitelisted commands with pattern-based security controls and server information retrieval.
    Last updated
    5
    2
  • A
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    maintenance
    About AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.
    Last updated
    37
    Apache 2.0