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97,619 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,678 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
    license
    Not graded
    quality
    A
    maintenance
    A Model Context Protocol server that enables AI assistants like Claude to interact with Indigo home automation systems through natural language queries for searching and controlling devices, variables, and actions.
    1
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  • F
    license
    B
    quality
    A
    maintenance
    Enables AI agents to manage Keenetic routers through the same RCI API used by the router's web interface, working directly over the local network without cloud involvement. It supports reading device statuses and executing configuration changes, with confirm, dry-run, and destructive-action safeguards.
    23
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  • A
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    quality
    B
    maintenance
    Enables AI assistants and agents to query and control a Loxone Miniserver installation via MCP, using existing room and control names without cloud services. Also provides selected LoxBerry information, secured by Loxone login.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agents to drive a Coreflux broker end to end over MQTT: running broker commands, publishing and subscribing to live topics, linting and deploying LoT/.lotnb files in order, uploading and exporting projects, tracing actions, and searching docs. Destructive operations are gated behind safety hooks, and no npm dependencies are required beyond Node.js 20+.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables local Mac agents to monitor and control Bambu Lab 3D printers via MCP tools, including status checks, camera snapshots, and print job management.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to drive and control a VEX AIM coding robot over Wi-Fi, using its camera, lights, screen, speaker and kicker to navigate, detect objects, and play soccer. Also serves a live browser control panel for driving, team setup, and running autonomous-then-driver matches, with simulators available for testing without hardware.
    40
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes a Home Assistant instance as an MCP tool set, running as a stateful agent on Cloudflare Workers, enabling clients to read entity states, call services, run scripts and automations, and send commands to phones.
    83 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    A local stdio MCP server that lets a client list, load, copy, create, rename, and save guitar presets, select and tweak 44 amp/effect models with bypass, set master and channel mixer levels, and drive practice tools like drums, metronome, tuner, and guarded looper controls on a JBL BandBox Trio over Bluetooth. It exposes 21 named tools alongside a browser GUI sharing the same controller, requiring no cloud account, phone, or JBL One app at runtime.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for interacting with Fireboard BBQ temperature monitoring. Enables querying devices, live probe temperatures, Drive fan controller status, and historical cook sessions.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Exposes real-time soil sensor metrics as MCP Resources and irrigation valve controls as MCP Tools, enabling AI-driven agronomic decisions with built-in safety guardrails.
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to discover and call Xyte's device management API endpoints with typed validation, supporting fleet investigation, ticket management, and routine operations through natural language.
    3
    3 npm
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    An unofficial read-only MCP server for Panasonic AiSEG2 home energy management controllers, enabling clients to read live power flow, per-circuit consumption, circuit names, daily totals, and historical energy/cost data from the device's local web interface.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A collection of personal Model Context Protocol servers for tools like calendar, contacts, flights, home maintenance, iMessage, lawn care, mail, NextDNS, Obsidian search, Google Sheets, UniFi, weather, and YNAB, packaged as a uv workspace with Claude Code and Codex plugin support.
    2
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    MCP server that translates natural language commands into SCARA robot arm control instructions, featuring simulation mode, safety validation, and multiple transport modes (STDIO/HTTP/OAuth).
    14
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables natural language control of WeMo smart home devices for power, brightness, and device management through AI assistants. It features a high-reliability multi-phase discovery process to scan, monitor, and configure devices across a local network.
    11
    49 PyPI
    1
    MIT