mcp-prompt-optimizer

Professional cloud-based MCP server for AI-powered prompt optimization with intelligent context detection, Bayesian optimization, AG-UI real-time optimization, template auto-save, optimization insights, personal model configuration via WebUI, team collabo
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mcpmcp-serverpromptoptimizationaiclaudeanthropicopenroutermodel-configurationpersonal-modelscursorwindsurfclineprofessionalsubscriptioncloud-basedcontext-detectiontemplatestemplate-auto-saveoptimization-insightsanalyticsteam-collaborationenterprise-gradeintelligent-routingai-contextapi-key-managementstartup-validationcachingrobust-error-handlingcli-commandsprofessional-toolingnetwork-resilienceproduction-readydevelopment-modefallback-supportcross-platformwindowsmacoslinuxarm64bayesian-optimizationag-ui-real-timestreaming-optimizationwebsocket-supportperformance-optimizationadvanced-analyticsintelligent-contextai-aware-rulesparameter-tuningoptimization-strategies

mcp-context-engineering

The intelligent context optimization system for AI coding assistants. Built with Cole's PRP methodology, Context Portal knowledge graphs, and production-ready MongoDB architecture.
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mcpmodel-context-protocolcontext-engineeringai-assistantsai-codingcursorwindsurfclaude-codemongodbvector-searchembeddingstypescriptprp-methodologyknowledge-graphmachine-learningintelligent-contextuniversalopen-source