A
license-
qualityA
maintenanceSelf-hosted AI orchestrator that monitors and manages homelab services, exposing them as MCP tools for LLMs to drive.
MIT
72,102 servers. Updated
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"How to Manage AI Memory Effectively" matching MCP servers:
- Flicense-qualityDmaintenanceProvides persistent memory for MCP-compatible agents (like Copilot CLI) to save and recall knowledge across sessions, plus long-running monitoring tools.
- Flicense-qualityBmaintenanceUniversal database copilot for diagnostics, operations, and performance analysis via MCP and CLI.
@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.4101MIT- AlicenseAqualityBmaintenanceProvides 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.14MIT
- AlicenseAqualityCmaintenanceTrack brand visibility across ChatGPT, Perplexity, Claude, and Gemini.65578MIT
- AlicenseAqualityDmaintenanceEnables LLMs to query telemetry data via the Spyglass AI agent, providing intelligent insights about application performance, errors, and bottlenecks.1MIT
- AlicenseAqualityCmaintenanceMCP server for measuring, tracking, scoring, and improving AI agent reliability with tools for recording interactions, scoring reliability, analyzing failures, recommending improvements, generating audit reports, and checking MCP health.8MIT
- AlicenseBqualityCmaintenanceConnects AI assistants to the Vectra AI security platform to enable intelligent analysis of threat detection data and automated incident response workflows. It allows users to investigate threats, take response actions, and generate security reports using natural language.235MIT
- Flicense-qualityCmaintenanceEnables AI assistants to monitor and analyze industrial process data from DCS/SCADA systems via MCP protocol, with domain expert knowledge for anomaly detection and recommendations.
- Alicense-qualityDmaintenanceEnables Git repository operations and real-time monitoring via MCP tools, with support for WebSocket events, authentication, and observability.174MIT
- Alicense-qualityDmaintenanceTransforms Elasticsearch into an AI-powered observability engine for analyzing logs, APM traces, and system metrics through natural language.4Apache 2.0
- Alicense-qualityAmaintenanceAI Ops - MCP server providing AI-powered tools and automation by MEOK AI Labs12MIT
- Alicense-qualityAmaintenanceHealth Check AI - MCP server providing AI-powered tools and automation by MEOK AI Labs10MIT
- Alicense-qualityBmaintenanceEdge-deployed predictive decision engine and circuit-breaker orchestrator for AI agents. Features low-latency telemetry, automated failover routing, and Bitcoin Lightning micro-payments.MIT
- 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.10MIT
- Flicense-qualityCmaintenanceCompresses 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.
- Flicense-qualityBmaintenanceMCP server that exposes AI credit usage data from OpenMeter to the TAIS AI chat service, automatically scoped to the calling tenant and restricted to admin users.
- Flicense-qualityBmaintenanceEnables querying and managing AI logs through tools like listing logs, retrieving jobs, and performing AI-powered chat queries. Also provides access to gateway security reports and guardrail testing.
- Flicense-qualityBmaintenanceEnables secure execution of Python code, SQL queries, and metric fetching through MCP with ephemeral Docker sandboxing.
