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maintenanceEnables AI agents to query Windows process, window, and console information via structured JSON instead of screenshots, reducing token usage by 94-98%.
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"Improving the Software Development Process" matching MCP servers:
- Alicense-qualityCmaintenanceMCP servers for real-time development monitoring and interactive pair programming.1MIT
- Alicense-qualityDmaintenanceEnables Claude to monitor and inspect running processes through a lightweight wrapper that captures stdout/stderr logs and stores process metadata in SQLite. Users can track any command execution and query process status, logs, and history through natural language.1MIT
- AlicenseAqualityCmaintenanceProvides LLMs with network intelligence capabilities including PTR record lookups, ASN analysis, traceroute enrichment, and real-time network monitoring through The Aleph API.138MIT
- AlicenseAqualityCmaintenanceA Model Context Protocol server for the resQ emergency response system that integrates with digital twin simulations and coordination engines. It allows users to trigger simulations, generate deployment strategies, and monitor real-time drone status for incident response analysis.31Apache 2.0
- AlicenseAqualityCmaintenanceMCP server that reads Spark profiler files to give accurate Minecraft server tuning advice, parsing binary protobuf directly and diagnosing TPS, MSPT, GC, heap, and call-tree issues.14182MIT
- Flicense-qualityBmaintenanceRead-only MCP server that surfaces UniFi network data from a UCG-Fiber console to Claude, enabling monitoring of hosts, sites, devices, clients, ISP metrics, and device stats via read-only API tools.
- -license-quality-maintenanceA production-grade Model Context Protocol server that enables secure management of context data through a React dashboard, supporting ZIP processing, context approval workflows, and system monitoring.270
- Flicense-qualityDmaintenanceExposes 90 production-grade tools for interacting with the complete HPE Aruba Networking Central REST API surface, including network inventory, configuration, and security management. It features enterprise-ready OAuth2 handling and semantic tool filtering for optimized performance with both hosted and local LLMs.
- AlicenseAqualityAmaintenanceA read-only MCP server for querying AI provider administration APIs, providing normalized usage, cost, and dashboard data for OpenAI and Anthropic.49MIT
- FlicenseAqualityDmaintenanceEnables investigation and diagnosis of CIB Seven BPM process instances through the CIB Seven REST API. Supports querying process instances, incidents, activity history, and BPMN definitions with Keycloak authentication and configurable variable redaction.7
- AlicenseAqualityDmaintenanceEnables AI assistants to check software end-of-life dates and support status using the endoflife.date API, providing accurate information on software lifecycle, security status, and upgrade recommendations in real-time.58MIT
- FlicenseAqualityDmaintenanceEnables monitoring and control of the SST development process by streaming dev logs, managing Lambda invocations, and executing lifecycle commands like start, stop, and restart. It provides real-time access to event streams and deployment status directly through the Model Context Protocol.62
- Alicense-qualityDmaintenanceEnables interaction with EPICS (Experimental Physics and Industrial Control System) process variables through natural language. Supports reading PV values, setting PV values, and retrieving detailed PV information for monitoring and controlling hardware or software parameters.1MIT
- Alicense-qualityBmaintenanceEnables retrieval, setting, and detailed information lookup of EPICS process variables (PVs) for monitoring and controlling hardware or software parameters.MIT
- MIT
- Flicense-qualityCmaintenanceGives AI agents real-time access to system metrics, process management, and container orchestration.
- Flicense-quality-maintenanceCaptures and stores console output from any process in SQLite with full-text search, enabling AI assistants to search logs, monitor errors, and analyze multi-process activity through natural language queries.
- Flicense-quality-maintenanceA specialized MCP server for semiconductor manufacturing that provides 8 tools for defect analysis, process recipe standardization, and equipment monitoring. It enables users to resolve process defects, validate process windows, and track real-time metrics and SPC status.
- AlicenseAqualityCmaintenanceEnables AI assistants to read live macOS processes and identify monitoring software, including Chinese enterprise EDR/DLP/MDM tools, through a read-only MCP server.5MIT
