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maintenanceEnables Claude Code to inspect network traffic, query the DOM, read console logs, and capture WebSocket frames in Firefox.
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"How to add MCP to the Firefox browser" matching MCP servers:
- 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
- AlicenseAqualityBmaintenanceRecords every browser session (screen, DOM, network, console, storage) and enables time-travel debugging to rewind and analyze failures.6237MIT
- Alicense-quality-maintenanceA Playwright-based MCP server that exposes a live browser as a traceable, inspectable, debuggable and controllable execution environment for AI agents.3,85757
- Alicense-qualityCmaintenanceA verifying MCP gateway that pins approved tool manifests and skill files to content addresses, blocking tampered descriptions before they reach model context.2MIT
- Alicense-qualityCmaintenanceMCP server for browser debugging, inspection, and verification that streams console logs, network errors, and user actions into AI coding assistants.65AGPL 3.0
- AlicenseAqualityCmaintenanceFetches Langfuse observability traces directly into a VS Code coding agent's context, enabling querying and viewing trace data through natural language.31MIT
- 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.
- AlicenseAquality-maintenanceThe policy enforcement plane for MCP: deterministic admission and egress policy, attributable audit, and SIEM export for your MCP server fleet. Self-hosted and MIT licensed.2213MIT
@crontinel/mcp-serverofficial
AlicenseAqualityBmaintenanceConnects AI assistants to Crontinel, enabling natural language queries about cron jobs, queues, Horizon status, and alerts without opening a browser.712MIT- AlicenseAqualityCmaintenanceMCP server for the beacon log analytics platform, exposing beacon's REST API as MCP tools and resources for AI agents to query and analyse AI-assistant usage data.11MIT
- 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
- FlicenseAqualityBmaintenanceA read-only MCP server for Rollbar investigations, enabling listing configured environments and making authenticated GET requests to the Rollbar API.20
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- Alicense-qualityBmaintenanceMCP server for the Production Master incident-investigation service, enabling any MCP client to drive investigations via tool calls with pass-through authentication.MIT
- Alicense-qualityAmaintenanceProvides secure access to the LogicMonitor API, enabling AI assistants to manage monitoring infrastructure through natural language commands.366Mozilla Public 2.0
Auralogs MCP Serverofficial
Alicense-qualityCmaintenanceA read-only MCP server for the Auralogs logging platform, enabling AI agents to query production logs, search errors, and retrieve AI analyses without write access. It allows you to ask your coding assistant 'what's broken in production right now?' by connecting to your logs via a simple bearer auth key.MIT- Alicense-qualityDmaintenanceAn open-source MCP server that collects errors from browser console and terminal, then uses OpenRouter's free AI models to generate summaries for AI agents.MIT
- Alicense-qualityDmaintenanceEnables interaction with Sentry's error tracking and monitoring tools through a unified API, allowing natural language access to Sentry services.MIT
