A
licenseA
qualityD
maintenanceTracks AI agent token usage and spending in real time, with budget alerts, per-task cost breakdown, and a visual dashboard.
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6
1
MIT
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"AWS Cost and Usage Analysis with Cost Optimization Recommendations" matching MCP servers:
- AlicenseAqualityBmaintenanceToken-cost telemetry for OpenClaw, queryable from Claude or any MCP-aware agent. Provides per-agent and per-provider cost attribution, anomaly detection, model-routing recommendations, and 30-day forecasts.Last updated7MIT
- Alicense-qualityCmaintenanceMCP server for tracking LLM costs, setting spending limits, and receiving budget alerts directly within AI editors via slash commands like /guard.Last updated101MIT
- AlicenseAqualityDmaintenanceMCP server that wraps Cursor Enterprise API to enable AI agents to answer questions about team spending, usage, and model adoption.Last updated17192MIT
- AlicenseBqualityDmaintenanceProvides a comprehensive suite of 76 tools for AWS cloud resource optimization, cost management, and infrastructure monitoring. It enables users to identify unused resources, analyze cost trends, right-size capacity, and maintain security compliance through natural language.Last updated76MIT
- AlicenseBqualityDmaintenanceEnables Claude Desktop to interact with 57 AWS services using over 200 tools and local machine profiles. It supports multi-profile configurations and features a read-only safe mode by default to manage infrastructure like EC2, S3, and Lambda securely.Last updated100BSD 3-Clause
- 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.Last updated401Apache 2.0
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.Last updated167Apache 2.0- Alicense-qualityDmaintenanceA read-only Model Context Protocol server that exposes over 60 AWS tools across services like EC2, S3, and IAM for AI agent interaction. It features multi-region support, resource caching, and audit logging to provide secure, AI-ready access to AWS infrastructure data.Last updated32ISC
- Alicense-qualityAmaintenanceA read-only MCP server for safe, structured investigation of AWS serverless resources, providing curated tools for tracing dependencies, permissions, and failures without exposing raw SDK access.Last updatedMIT
- Alicense-qualityDmaintenanceA MCP server for tracking AI usage metrics and structured logs across applications. Monitor model calls, analyze usage patterns, track costs, and debug AI interactions.Last updated1MIT
- Alicense-qualityDmaintenanceEnables AI assistants to monitor and troubleshoot AWS Application Signals services by tracking service health, analyzing SLO compliance, querying CloudWatch metrics, and investigating issues using distributed tracing with AWS X-Ray.Last updatedMIT
- AlicenseAqualityAmaintenanceKubernetes cluster cost analysis and optimization. Query costs, find savings opportunities, get rightsizing recommendations, and analyze pod spend across AKS, EKS, and GKE — directly from ClaudeLast updated612Apache 2.0
- FlicenseAqualityCmaintenanceCollects page performance metrics using Playwright, CDP, and Lighthouse, and returns a normalized PerformanceReport.Last updated11
- AlicenseBqualityDmaintenanceEnables querying Langfuse analytics, cost metrics, and usage data across multiple projects. Provides tools for trace analysis, model/service cost breakdowns, and daily usage trends through natural language queries.Last updated24132MIT
HuGR Toolsofficial
Alicense-qualityBmaintenanceA monorepo of MCP toolkits for Cloudflare Workers, providing over 630 tools across SaaS providers and AWS, with composite tools for security, incident response, billing, and cloud cost optimization.Last updatedMIT- Alicense-qualityDmaintenanceAI health checkups, token usage, LLM cost optimization, BYOK vault guidance, provider usage visibility, and read-only cleanup audits for MCP-capable agents.Last updated101MIT
- Alicense-qualityDmaintenanceEnables natural language analysis of network packet captures, including protocol detection, flow analysis, and security threat identification, integrated with AI assistants.Last updated3MIT
- Flicense-quality-maintenanceProvides intelligent analysis of token usage patterns and optimization recommendations to improve efficiency and reduce costs in Claude Code sessions. Offers real-time analysis, cost metrics, and actionable insights for better context window and tool usage optimization.Last updated3
- AlicenseAqualityBmaintenanceA read-only MCP server that exposes local coding-agent session logs as three tools for introspection of recent work, debugging tool failures, and tracking token usage and estimated cost without parsing log files.Last updated3MIT