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maintenanceFetches Langfuse observability traces directly into a VS Code coding agent's context, enabling querying and viewing trace data through natural language.
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"How to review merge requests in GitLab" matching MCP servers:
- AlicenseBqualityDmaintenanceEnables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.18MIT
- AlicenseAqualityBmaintenanceMCP server for monitoring health of MCP servers, GitHub Actions, GitLab pipelines, and HTTP endpoints with health history, TLS expiry, assertions, diagnostics, and alerts.22882MIT
- Alicense-qualityAmaintenanceAnalyzes how search engines and AI systems discover, crawl, cite, and convert traffic via CLI and MCP tools.204Apache 2.0
- Alicense-qualityBmaintenanceA Model Context Protocol server that connects to Veeam Backup for Microsoft 365 to review backup configuration, find protection gaps, and optionally run jobs and restores with opt-in safety controls.2MIT
- FlicenseAqualityCmaintenanceEnables agents to interact with the Logflare API by writing JavaScript functions that run in a Vercel Sandbox, using three tools: search, execute_read, and execute_write.3
- AlicenseAqualityCmaintenanceMCP server for managing Ubuntu servers over SSH. Enables Claude to check system health, inspect services, tail logs, review updates, and run commands remotely.8MIT
- AlicenseAqualityAmaintenanceAn MCP server that gives coding agents programmatic access to Sumo Logic logs via the Search Job API, enabling issue triage in preview deployments and production without leaving the editor.1418Apache 2.0
- AlicenseAqualityBmaintenanceEnables AI assistants to search, analyze, and debug application API traffic captured by Tusk Drift, including HTTP requests, database queries, distributed traces, latency metrics, and error rates.6305MIT
- AlicenseAqualityCmaintenanceAn MCP server for Dead Man's Snitch that enables AI assistants to manage monitoring snitches, including creating, updating, checking in, and pausing monitors for scheduled tasks and cron jobs.12MIT
- AlicenseAqualityBmaintenanceAn instrumented MCP server for debugging lost tool calls in Claude Desktop, using ping, echo, sized_echo, and slow_echo tools to record and analyze the full protocol flow.4MIT
- FlicenseAqualityBmaintenanceRead-only MCP server that exposes Grafana dashboards, datasources, and metric/log queries as tools, for use by skills in the TICKETS workspace.6
- AlicenseAqualityAmaintenanceLive .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory leaks, GC pressure, LOH fragmentation, and thread starvation in any running .NET process — no code changes required.72MIT
- AlicenseAqualityBmaintenanceMCP server for VibeCheck bug reports. Gives AI assistants direct access to screen recordings, console logs, network requests, user actions, and web vitals — right inside your editor.522MIT
- AlicenseAqualityAmaintenanceEnables AI agents to monitor and debug browser runtime errors, console logs, and page diagnostics in real time via a Chrome extension and local MCP server.4MIT
- FlicenseAqualityCmaintenanceEnables Claude Code to inspect network traffic, query the DOM, read console logs, and capture WebSocket frames in Firefox.17
DBOS MCP Serverofficial
AlicenseAqualityAmaintenanceEnables LLMs to analyze and manage DBOS workflows, including introspection, workflow management, and authentication, to help debug applications in development or production.2511MIT- FlicenseAqualityBmaintenanceA read-only MCP server for Rollbar investigations, enabling listing configured environments and making authenticated GET requests to the Rollbar API.20
- AlicenseAqualityCmaintenanceEnables AI agents to monitor Docker containers, system resources, ports, and logs in real-time.5MIT
- AlicenseAqualityCmaintenanceFast and minimal Sentry MCP server written in Rust39MIT