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"The role of planning in project development" matching MCP servers:
- AlicenseBqualityCmaintenanceFree remote MCP for Core Web Vitals metrics by CMS, CDN, and framework (Chrome field data + multi-site crawl). No auth. Endpoint: https://www.corewebvitals.io/api/state-of-cwv/mcp3MIT
- Flicense-qualityDmaintenanceProvides unified project context and monitoring capabilities including project health metrics, build diagnostics, Git integration, and infrastructure validation to initialize development sessions with comprehensive project information.
- Alicense-qualityCmaintenanceMCP servers for real-time development monitoring and interactive pair programming.1MIT
- Flicense-qualityCmaintenanceAn MCP-powered AI platform for satellite mission control, enabling space weather analysis, orbital collision detection, satellite health monitoring, and secure command validation through natural language.
- AlicenseAqualityCmaintenanceProvides LLMs with network intelligence capabilities including PTR record lookups, ASN analysis, traceroute enrichment, and real-time network monitoring through The Aleph API.1314MIT
- Alicense-qualityBmaintenanceMITM proxy MCP server that intercepts and verifies AI agent tool calls, detecting fabrication, tracking costs, verifying outcomes, and inferring user satisfaction.MIT
- FlicenseAqualityCmaintenanceConnects to MES systems for SOP file upload and abnormal report querying via WorkBuddy.1146
- AlicenseBqualityDmaintenanceEnables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.18MIT
- 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.283
- 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.
- AlicenseAqualityBmaintenanceEnables LLMs to answer Berserk observability questions by calling verified KQL tools instead of hand-authoring queries, with role-based tool filtering and automated query discovery.351MIT
- AlicenseAqualityDmaintenanceEnables tracking and analyzing development time through the Wakapi API. Provides tools to retrieve coding statistics, project details, leaderboards, and recent activity logs for productivity insights.81Apache 2.0
- AlicenseAqualityAmaintenanceIntegrates with the SecurityScorecard API to provide security metrics, risk analysis, asset discovery, and remediation planning through natural language.9100MIT
- AlicenseAqualityAmaintenanceA comprehensive MCP server providing OpenStack project management and monitoring capabilities with built-in safety controls and single-project scope.4140MIT
- FlicenseDqualityDmaintenanceEnables read-only assessment of AWS environments by inventorying resources, running security and operational checks, and generating actionable reports with cost analysis. Designed for contractors with support for assume-role authentication using external IDs.10
- Alicense-qualityDmaintenanceMonitors development commands and exposes terminal output to Claude in real-time, allowing AI assistants to see errors, logs, and stack traces without copy-pasting.63MIT
- Alicense-qualityFmaintenanceEnables comprehensive collection and analysis of ClaudeCode development sessions, including agent tracking, tool usage analytics, and performance metrics.MIT
MCP Croit Cephofficial
Flicense-qualityDmaintenanceEnables interaction with Croit Ceph clusters through their REST API with 580 endpoints, automatic token optimization, built-in filtering, and role-based access control. Features hybrid mode tools that reduce complexity while providing full cluster management capabilities.1