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licenseA
qualityC
maintenanceProvides read-only visibility into Snowflake warehouse cost and query performance, including credit usage by warehouse, expensive queries, and heuristic right-sizing recommendations.
6
MIT
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"Deutsche Post" matching MCP servers:
- AlicenseAqualityDmaintenanceTracks AI agent token usage and spending in real time, with budget alerts, per-task cost breakdown, and a visual dashboard.61MIT
- 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.7MIT
- AlicenseBqualityCmaintenanceAn MCP server for unified cost tracking and analysis across AWS, OpenAI, and Anthropic. It enables users to query expenditures, compare costs across providers, and analyze usage trends through natural language.10MIT
uptimepageofficial
AlicenseNot gradedqualityAmaintenanceMCP server for Uptimepage uptime monitoring. An LLM client can read your monitors and incidents, run a check on demand, and post incident updates. Writes need an OAuth login and a scoped token, and each one is logged.14AGPL 3.0
@p31/mcp-membraneofficial
AlicenseNot gradedqualityCmaintenanceMembrane is an MCP server that combines DORA metrics, deploy checks, and gamification rewards into a post-deploy verification layer for AI agents.11MIT- AlicenseNot gradedqualityDmaintenanceProvides a pre-flight/post-flight firewall for LLM calls with comprehensive detection, classification, policy enforcement, reversible redaction, output safety, and immutable audit logging.1MIT
- AlicenseNot gradedqualityAmaintenancerungraph is an MCP server (stdio, npx rungraph mcp) that turns Claude Code and Codex transcripts into an interactive run graph. Seven tools: list_runs, get_graph, find_nodes, get_detail, focus_nodes, get_current_view, open_visualization. Reads transcripts post-hoc, no hooks, local-only, zero runtime dependencies. Published on npm as rungraph.3515MIT
- AlicenseNot gradedqualityCmaintenanceLocal-first cost tracking and model routing for MCP agents with offline token counting, budget alerts, and spend reports.34MIT
- AlicenseNot gradedqualityDmaintenanceRead-only AWS cost diagnostic server that enables AI agents to detect idle resources and orphaned assets, surfacing potential savings via boto3 describe calls.MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI assistants to analyze Azure Data Factory costs, detect waste, and provide optimization recommendations by querying pipeline run metadata and Azure pricing.1MIT
- AlicenseNot gradedqualityCmaintenanceLets you inspect a Datadog organization's usage and answer cost questions in plain English, helping identify savings opportunities.MIT
- AlicenseNot gradedqualityDmaintenanceLLM cost optimization and provider usage visibility for MCP-capable agents.42MIT
- AlicenseNot gradedqualityCmaintenanceEnables analysis of AWS costs and usage through the AWS Cost Explorer API, supporting multi-account architectures with role assumption and cost comparison, forecasting, and anomaly detection.Apache 2.0
- AlicenseNot gradedqualityBmaintenanceProvides cost analysis of AI agent usage by previewing scrubbed metadata before upload and analyzing spend, cache-hit rates, and waste recovery through a local or remote server.MIT
- FlicenseNot gradedqualityBmaintenanceA sovereign compliance engine with 36,195 STIG/CCI/NIST/CMMC mappings and 76 tools, enabling AI assistants to scan systems, generate risk reports, and ensure post-quantum cryptographic attestation—all air-gappable with zero token costs.1
- FlicenseNot gradedqualityDmaintenanceEnables querying and analyzing AWS cost and usage data through the AWS Cost Explorer API. Supports cost comparisons, forecasting, dimension filtering, and cost change driver analysis with streamable HTTP deployment to Amazon Bedrock Agentcore Runtime.
- FlicenseNot gradedqualityDmaintenanceEnables users to analyze AWS costs, track spending trends, and detect anomalies directly within Claude Desktop using the AWS Cost Explorer API. It provides tools to identify major cost drivers and compare usage across different time periods through natural language queries.
- FlicenseNot gradedqualityDmaintenanceAnalyzes AWS Athena query costs by comparing baseline vs spike periods, querying PostgreSQL, and extracting patterns from expensive queries.
- FlicenseNot gradedqualityDmaintenanceProvides a Twitter-like timeline interface where AI agents can post thoughts and progress updates in real-time while working on tasks. It enables users to monitor agent activities through a web GUI and persistent database storage for debugging and session tracking.1