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licenseA
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maintenanceA black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.
4
15
2
MIT
74,291 servers. Updated
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"Slack Bot with RAG Document Retrieval and Automated Response System" matching MCP servers:
- AlicenseAqualityFmaintenanceProvides system hardware information (CPU, memory, storage, etc.) and system status (OS, network, resource usage) via MCP tools.221ISC
- Alicense-qualityCmaintenanceProvides tools to search Splunk logs, inject test data, and send triage emails, enabling AI-driven incident investigation.MIT
- Flicense-qualityDmaintenanceEnables Claude to monitor CPU, memory, disk, processes, network connections, Docker containers, and system logs for system diagnostics and troubleshooting.
- FlicenseAqualityCmaintenanceProvides real-time system metrics and information through a Model Context Protocol interface, enabling access to CPU usage, memory statistics, disk information, network status, and running processes.75
Log Analyzer with MCPofficial
Alicense-qualityDmaintenanceA Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.167Apache 2.0- Alicense-qualityCmaintenanceProvides a read-only summary of Ubuntu server status including system version, resource usage, apt updates, service health, security logs, and hardware information to AI clients via MCP tools.MIT
- Alicense-qualityDmaintenanceA modular Retrieval-Augmented Generation (RAG) framework that provides hybrid search and knowledge retrieval capabilities via the Model Context Protocol. It enables users to integrate document-based knowledge into LLM workflows with support for dense/sparse retrieval, reranking, and observability.1MIT
- Alicense-qualityDmaintenanceEnables comprehensive system monitoring and diagnostics through 18 tools that provide detailed information about CPU, memory, disk usage, network interfaces, running processes, battery status, hardware details, and temperature monitoring. Allows users to query system information and performance metrics through natural language interactions.21ISC
- Flicense-qualityCmaintenanceProvides AI agents with tools to retrieve live system statistics (CPU, memory) and safely evaluate basic arithmetic expressions.
- Flicense-qualityCmaintenanceProvides real-time Linux system monitoring for CPU load, memory usage, disk space, and process activity. This server enables users to retrieve comprehensive performance metrics and resource utilization data through a standardized interface.
- Flicense-qualityDmaintenanceGives AI agents real-time access to system metrics, process management, and container orchestration.
- FlicenseAqualityDmaintenanceExposes system telemetry tools to retrieve CPU, memory, disk, battery, network, process, and GPU metrics from a local machine.8
- AlicenseCqualityDmaintenanceEnables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.401Apache 2.0
- AlicenseAqualityDmaintenanceA lightweight server that provides real-time system information including CPU, memory, disk, and GPU statistics for monitoring and diagnostic purposes.1MIT
- Flicense-qualityCmaintenanceProvides system diagnostic capabilities including CPU, memory, disk usage, top processes, and port status checking.
- Flicense-qualityBmaintenanceEnables autonomous infrastructure health management by exposing tools for retrieving system logs, querying a knowledge base, executing SQL analytics, and simulating system commands, all integrated into an AI-driven incident response workflow.
- Alicense-qualityCmaintenanceConnect AI agents like Claude, Cursor, and Gemini to historical Windows performance and privacy data gathered by the AppControl Windows app. This server enables natural language queries into CPU, GPU, and temperature history alongside system security events for deep local auditing.37MIT
- Alicense-qualityDmaintenanceEnables natural language analysis of network packet captures, including protocol detection, flow analysis, and security threat identification, integrated with AI assistants.3MIT
- Flicense-qualityDmaintenanceEnables AI-driven incident response by connecting Claude to monitoring tools like Prometheus, Grafana, Loki, PagerDuty, and Slack for automated investigation and runbook generation.9
