A
license-
qualityC
maintenanceMCP servers for real-time development monitoring and interactive pair programming.
1
MIT
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"Improving the Software Development Process" matching MCP servers:
- Alicense-qualityCmaintenanceA verifying MCP gateway that pins approved tool manifests and skill files to content addresses, blocking tampered descriptions before they reach model context.MIT
- 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
- AlicenseBqualityDmaintenanceEnables natural language interaction with Plausible Analytics data to query traffic, visitors, engagement, and more using conversational questions.41MIT
- 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.
- 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
- Alicense-qualityAmaintenanceA remote MCP server that enables real-time interaction with the Dynatrace observability platform, bringing production-level monitoring data directly into development workflows.21,989134MIT
- Alicense-qualityDmaintenanceEnables seamless interaction with the IBM Instana observability platform, allowing access to real-time observability data directly within development workflows.4Apache 2.0
- Flicense-qualityCmaintenancePatent-pending diagnostic + decisions-ledger engine for any host software system — operator briefs and a severity-gated MCP console.
- Alicense-qualityDmaintenanceA specialized MCP server focused on process management, development server control, and browser console log collection.143ISC
- Alicense-qualityDmaintenanceThis remote MCP server allows interaction with the Dynatrace observability platform. Bring real-time observability data directly into your development workflow.MIT
- Alicense-qualityCmaintenanceA read-only MCP server that exposes Hatchet client / REST observability APIs to coding agents across multiple environments from one process.MIT
- Flicense-qualityCmaintenanceGives AI agents real-time access to system metrics, process management, and container orchestration.
- AlicenseAqualityCmaintenanceRelays error logs from other MCP servers when an LLM call fails and the returned error message is unclear, helping the model handle errors more intelligently.37MIT
- AlicenseAqualityDmaintenanceIdentifies resource-intensive processes on macOS across CPU, memory, and network usage, with tools for detailed process filtering and system overview.322MIT
- AlicenseAqualityAmaintenanceLive .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory leaks, GC pressure, LOH fragmentation, and thread starvation in any running .NET process — no code changes required.72MIT
DBOS MCP Serverofficial
AlicenseAqualityAmaintenanceEnables LLMs to analyze and manage DBOS workflows, including introspection, workflow management, and authentication, to help debug applications in development or production.2511MIT- AlicenseAqualityCmaintenancePrivacy friendly, cookieless web analytics built MCP-first. "Add analytics to my Next.js app" → an AI agent runs the setup_analytics_for_site tool, picks the right install snippet, edits your layout file, and verifies the script is loading. OAuth onboarding, no API keys to paste.28291MIT
- AlicenseAqualityDmaintenanceMCP server for running infrastructure health checks with TIBET provenance. It enables users to define, execute, and audit process health checks with dependency chaining and drift tracking.6MIT
- AlicenseAqualityCmaintenanceA comprehensive Linux system performance profiler with MCP remote invocation support, featuring advanced process profiling and flame graph generation.101Apache 2.0
