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maintenanceA verifying MCP gateway that pins approved tool manifests and skill files to content addresses, blocking tampered descriptions before they reach model context.
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"Accessing the latest online documentation" matching MCP servers:
- AlicenseBqualityDmaintenanceEnables natural language interaction with Plausible Analytics data to query traffic, visitors, engagement, and more using conversational questions.41MIT
- Flicense-qualityBmaintenanceRead-only MCP server that surfaces UniFi network data from a UCG-Fiber console to Claude, enabling monitoring of hosts, sites, devices, clients, ISP metrics, and device stats via read-only API tools.
- AlicenseBqualityFmaintenanceAn MCP server implementation for accessing Google Analytics 4 (GA4) data, built using the Model Context Protocol TypeScript SDK.52,11971MIT
- Flicense-qualityDmaintenanceAn MCP server for accessing systemd journal logs.1
- AlicenseAqualityCmaintenanceRelays error logs from other MCP servers when an LLM call fails and the returned error message is unclear, helping the model handle errors more intelligently.37MIT
- AlicenseAqualityBmaintenanceEnables AI agents to check the health of internet infrastructure and specific services, helping diagnose whether issues are local or external.314ISC
- FlicenseAqualityAmaintenanceProvides tools for accessing Alibaba Cloud observability products including SLS (Log Service) and ARMS (Application Real-time Monitoring Service), allowing any MCP-compatible AI assistants to quickly interact with these services.9160
- FlicenseAqualityDmaintenanceEnables searching Sumo Logic logs using the search_logs tool, with support for query parameters such as time range and maximum results.11
- AlicenseAqualityCmaintenancePrivacy friendly, cookieless web analytics built MCP-first. "Add analytics to my Next.js app" → an AI agent runs the setup_analytics_for_site tool, picks the right install snippet, edits your layout file, and verifies the script is loading. OAuth onboarding, no API keys to paste.28371MIT
- FlicenseAqualityDmaintenanceProvides tools for AI assistants to manage and diagnose MWAA Airflow environments, EMR Serverless jobs, S3 files, and Confluence documentation. It features automated pipeline failure diagnosis and comprehensive log retrieval across these integrated platforms.44
- FlicenseAqualityBmaintenanceA read-only MCP server for Rollbar investigations, enabling listing configured environments and making authenticated GET requests to the Rollbar API.20
- AlicenseAqualityDmaintenanceBridges AI coding assistants with the OpenTelemetry ecosystem, providing real-time access to repositories, documentation, examples, semantic conventions, and instrumentation scoring for high-quality observability.919Apache 2.0
- AlicenseAqualityAmaintenanceAn MCP server for the Healthchecks.io API that lets Claude manage checks, channels, badges, and send pings.11150ISC
- AlicenseAqualityBmaintenanceA black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.4152MIT
- AlicenseAqualityDmaintenanceGet information about the current operating environment2810MIT
- AlicenseBqualityAmaintenanceAn MCP server for interacting with the Rybbit Analytics API, enabling querying analytics data, managing sites, tracking events, and more.57175MIT
- AlicenseBqualityDmaintenanceEnables LLMs to query and analyze logs from SEQ structured logging server with capabilities for searching events, retrieving event details, analyzing log patterns, and accessing saved searches.5MIT
- AlicenseBqualityFmaintenanceA FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natural language. This tool provides a set of capabilities for searching Splunk data, managing KV stores, and accessing Splunk resources12107Apache 2.0
AgentOps MCPofficial
AlicenseBqualityDmaintenanceThe AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.42314MIT
