A
licenseA
qualityD
maintenanceContext window usage estimation for AI coding agents via MCP, enabling proactive state preservation before compaction.
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MIT
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"Parsing and Unparsing CSV Files for AI Context Use" matching MCP servers:
- AlicenseAqualityBmaintenanceEnables LLMs to interact with Kibana through composable toolboxes for building dashboards, managing data, and handling alerts, among other operations.16Apache 2.0
- AlicenseAqualityDmaintenanceAn unofficial MCP server that connects AI assistants to Akamai APIs, providing tools for edge diagnostics, debugging, and network analysis.14171MIT
- AlicenseAqualityAmaintenanceEnables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.5627Apache 2.0
- 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.401Apache 2.0
- AlicenseNot gradedqualityAmaintenanceSelf-hosted AI orchestrator that monitors and manages homelab services, exposing them as MCP tools for LLMs to drive.MIT
- AlicenseNot gradedqualityAmaintenanceAn MCP server that records agent execution metrics and exposes a Context Window Explorer to visualize exactly what entered the model's context window across sessions, tokens, and tool calls.2MIT
- AlicenseNot gradedqualityAmaintenanceWindows tray process that exposes local ambient context (presence, foreground app, battery, etc.) as MCP tools with privacy classification and opt-in controls.3MIT
- AlicenseNot gradedqualityAmaintenanceShows your current Claude Desktop activity as Discord Rich Presence, including model, status, usage, and subscription info.MIT
- FlicenseNot gradedqualityBmaintenanceEnables AI agents to access real-time Windows PC context including active window, system performance, screen time, productivity analytics, and historical usage through MCP tools.
- FlicenseNot gradedqualityCmaintenanceCompresses log files into templates and statistics using Drain3, and exposes them to AI assistants via an MCP server for efficient log monitoring and anomaly detection.
- FlicenseNot gradedqualityBmaintenanceUniversal database copilot for diagnostics, operations, and performance analysis via MCP and CLI.
- FlicenseNot gradedqualityCmaintenanceProvides a read-only interface to Kubernetes clusters, enabling LLMs to list pods, get pod status and logs, fetch deployment manifests, and perform pod health analysis with resource trend tracking.
- FlicenseNot gradedqualityDmaintenanceProvides 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.
@margint-ai/mcpofficial
AlicenseAqualityDmaintenanceEnables querying Margint per-customer AI margins and costs from MCP clients. Provides tools to list customers, drill into costs, check budgets, and view workspace-wide cost breakdowns.461MIT- AlicenseAqualityCmaintenanceA read-only MCP server that exposes AI Disk Doctor Core's scan, model inventory, and history tools via local stdio, with no mutation or shell capabilities.4Apache 2.0
- FlicenseAqualityCmaintenanceEnables AI agents to manage prompts and sessions via the ai-agent-logs API, with tools for health checks, login, listing/creating prompts, and retrieving sessions.6
- AlicenseAqualityAmaintenanceA read-only MCP server for querying AI provider administration APIs, providing normalized usage, cost, and dashboard data for OpenAI and Anthropic.411MIT
- AlicenseAqualityCmaintenanceTrack brand visibility across ChatGPT, Perplexity, Claude, and Gemini.65578MIT
- AlicenseAqualityAmaintenanceProvides AI-aware failover for Mihomo proxy on macOS by validating real OpenAI paths and switching proxy groups after verified hard failures. It offers a local stdio MCP server for diagnostics, status, and safe management of the AI proxy group.20MIT