A
license-
qualityC
maintenanceAn MCP server that provides cost and reliability observability for LLM and agent workflows. It records model calls and allows querying and aggregating telemetry data through MCP tools.
Last updated
MIT
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"Using a search API to retrieve ready-made LLM training data from a single query argument" matching MCP servers:
- 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
- AlicenseCqualityCmaintenanceMonitor and manage Apache Airflow clusters through natural language queries via MCP tools: DAG inspection, task monitoring, health checks, and cluster analytics without API complexity. * Guide: https://call518.medium.com/mcp-airflow-api-a-model-context-protocol-mcp-server-for-apache-airflow-5dfdfb2Last updated5449MIT
- Alicense-qualityCmaintenanceMCP server that unifies real-time telemetry from industrial systems into a single queryable interface, enabling production visibility, anomaly detection, and operational insights.Last updated4MIT
- Flicense-qualityDmaintenanceA unified local API gateway providing caching, rate limiting, and full Model Context Protocol compatibility for AI agent integration. It enables users to aggregate multiple API endpoints into a single gateway with built-in observability and customizable eviction strategies.Last updated
- AlicenseAqualityCmaintenanceEnables AI agents to monitor Docker containers, system resources, ports, and logs in real-time.Last updated5MIT
- FlicenseBqualityDmaintenanceMonitors API endpoint health by checking availability, measuring response times, and providing detailed status reports with error handling and timeout protection for the localhost:8080/api/ticket endpoint.Last updated1
- Alicense-qualityBmaintenanceRead-only MCP server for querying ClickHouse (product telemetry) and Elasticsearch (download analytics), built for Percona VISTA.Last updatedApache 2.0
- Flicense-qualityCmaintenanceEnables querying and searching logs from Kibana (ELK stack) via MCP, with support for project-based data views, trace ID correlation, and log expansion.Last updated
- Flicense-qualityDmaintenanceAn MCP server that enables interaction with Google Cloud Logging API, allowing users to write, read, and manage log entries and configurations through natural language.Last updated
- Flicense-qualityDmaintenanceAllows developers and AI Agents to query Google Cloud Logging using natural language, translating queries into Google Cloud Logging Query Language (LQL) with Vertex AI Gemini 2.5.Last updated1
- Alicense-qualityAmaintenanceFetches Langfuse observability traces directly into a VS Code coding agent's context, enabling querying and viewing trace data through natural language.Last updated1MIT
- -license-qualityDmaintenanceEnables AI assistants to search Elasticsearch logs, retrieve log details, analyze service health, scan local codebases for APIs, and create Kibana dashboards.Last updated
- AlicenseAqualityBmaintenanceLets AI agents query, manage, and operate their LLM observability data directly from the conversation. Provides 87 tools for cost analysis, alerting, anomaly detection, and runtime control gates.Last updated87969MIT
- FlicenseBqualityDmaintenanceProvides tools to communicate with a service dependency API, enabling users to query and interact with service relationship data and dependency mappings.Last updated7
- AlicenseBqualityDmaintenanceA TypeScript-based MCP server that enables users to interact with Prometheus metrics using PromQL queries and discovery tools. It allows LLMs to retrieve time-series data, metadata, alerts, and system status directly from a Prometheus instance.Last updated10591MIT
- AlicenseCqualityBmaintenanceProvides an MCP-native operational interface for diagnostics, explainability, regression checks, and operational memory on data-system internals like PostgreSQL and Databricks toy engines.Last updated47MIT
- AlicenseCqualityCmaintenanceMonitor the real-time status of 200+ popular APIs and services. Check if services like GitHub, Stripe, AWS, and Slack are experiencing outages or degraded performance directly from your AI assistant.Last updated541MIT
- Alicense-qualityCmaintenanceProvides secure access to the LogicMonitor API, enabling AI assistants to manage monitoring infrastructure through natural language commands.Last updated245Mozilla Public 2.0
- Alicense-qualityFmaintenanceA Model Context Protocol server implementation for Axiom that enables AI agents to query your data using Axiom Processing Language (APL).Last updated60MIT
