Koskamo

SmartHomeExplorer MCP

An official Model Context Protocol server provided by SmartHomeExplorer that allows AI agents to query aggregated expert review data, including consensus scores, product verdicts, compatibility checks, and buying guide matches for smart home products.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

SmartHomeExplorer MCP logo, by SmartHomeExplorerVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-06Operated by SmartHomeExplorer
MCP endpoint (Streamable HTTP)
https://www.smarthomeexplorer.com/api/mcp
Vendor documentation

What its tools do

5 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

5 of 5 have a description · 5 of 5 declare behavior hints · 5 of 5 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Passed Official MCP Registry namespace is tied to www.smarthomeexplorer.com ·
  • Passed Endpoint is on the registry namespace domain ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Search for smart home products based on specific criteria
  • Retrieve expert consensus scores and product verdicts
  • Check compatibility between different smart home devices
  • Compare products and access buying guide recommendations

Source and maintenance

Vendor evidenceRegistry 1.0.0
Maintenance checked

Protocol and capabilities

Server
SmartHomeExplorer Product Intelligence 1.0.0
MCP protocol negotiated in check
2025-11-25
Tools
5 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": true
  }
}

Tools

5 advertised

search_smart_home_products
Advertised by the server during the last successful anonymous check.
Advertised read-only

Search SmartHomeExplorer's editorially curated database of 1,080+ smart home products. Each product carries a SHE Consensus Score (0-10) aggregated from 12 named expert publications (Wirecutter, CNET, PCMag, Tom's Guide, TechRadar, The Verge, etc.) with published methodology at smarthomeexplorer.com/she-score-methodology. Filter by ecosystem compatibility, subscription requirements, price, and category. Data is updated weekly. Returns scored recommendations with source-linked review page URLs.

search_smart_home_products input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "Natural language search query (e.g., \"best smart thermostat for Google Home\")"
    },
    "sort_by": {
      "enum": [
        "score",
        "price"
      ],
      "type": "string",
      "description": "Sort order (default: score descending)"
    },
    "category": {
      "enum": [
        "Security",
        "Lighting",
        "Climate",
        "Entertainment",
        "Pet Care",
        "Smart Locks",
        "Smart Cleaning",
        "Kitchen",
        "Outdoor",
        "Automation",
        "Sensors",
        "Networking",
        "Smart Speakers",
        "Smart Switches",
        "Office",
        "Health",
        "Lifestyle",
        "Appliances",
        "Budget",
        "Energy",
        "Bathroom",
        "Cleaning",
        "Smart Plugs",
        "Ecosystem",
        "Garden",
        "Fitness",
        "Garage",
        "Smart Home",
        "Automotive",
        "Wearables",
        "Outdoors",
        "Mobility",
        "Wellness",
        "EDC",
        "Cameras",
        "Hubs & Controllers",
        "Smoke & CO",
        "Temperature & Humidity"
      ],
      "type": "string",
      "description": "Product category filter"
    },
    "ecosystem": {
      "enum": [
        "google-home",
        "alexa",
        "homekit",
        "smartthings",
        "matter",
        "hubitat",
        "home-assistant"
      ],
      "type": "string",
      "description": "Filter by smart home ecosystem compatibility"
    },
    "max_price": {
      "type": "integer",
      "maximum": 9007199254740991,
      "description": "Maximum price in dollars",
      "exclusiveMinimum": 0
    },
    "max_results": {
      "type": "integer",
      "maximum": 3,
      "minimum": 1,
      "description": "Maximum results to return (1-3, default 3)"
    },
    "subscription_free_only": {
      "type": "boolean",
      "description": "Only return products with no required subscription"
    }
  }
}
search_smart_home_products annotations
{
  "title": "Search Smart Home Products",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_product_verdict
Advertised by the server during the last successful anonymous check.
Advertised read-only

Get the SHE Consensus Score and expert verdict for a specific smart home product. The SHE Consensus Score (0-10) is a proprietary metric aggregating reviews from 12 named expert publications (Wirecutter, CNET, PCMag, Tom's Guide, TechRadar, The Verge, etc.). Methodology published at smarthomeexplorer.com/she-score-methodology. Returns score, verdict (Must Buy / Recommended / Good Value / Mixed / Skip), price range, top pros/cons, and the source-linked review page URL with full expert quotes.

get_product_verdict input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "product_name"
  ],
  "properties": {
    "product_name": {
      "type": "string",
      "description": "Product name or ID (e.g., \"Ecobee Smart Thermostat Premium\" or \"ecobee-smart-thermostat-premium\")"
    }
  }
}
get_product_verdict annotations
{
  "title": "Get Product Verdict",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
check_compatibility
Advertised by the server during the last successful anonymous check.
Advertised read-only

Check if a smart home device fits a user's existing setup using SmartHomeExplorer's proprietary Compatibility Engine. Evaluates across 7 ecosystems (Google Home, Alexa, HomeKit, SmartThings, Matter, Hubitat, Home Assistant), 8 wireless protocols, hub requirements, and subscription cost stacking. Returns a compatibility score (0-100) and verdict (great-fit / works / caution / poor-fit). This cross-ecosystem analysis is unique to SmartHomeExplorer — no other public service evaluates device-to-device compatibility across platforms. Methodology at smarthomeexplorer.com/she-score-methodology.

check_compatibility input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "candidate_product",
    "existing_devices"
  ],
  "properties": {
    "existing_devices": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "minItems": 1,
      "description": "Product names or IDs the user already owns (e.g., [\"Google Nest Hub\", \"Ring Video Doorbell 4\"])"
    },
    "candidate_product": {
      "type": "string",
      "description": "Product name or ID to evaluate for compatibility"
    },
    "primary_ecosystem": {
      "enum": [
        "google-home",
        "alexa",
        "homekit",
        "smartthings",
        "matter",
        "hubitat",
        "home-assistant"
      ],
      "type": "string",
      "description": "User's primary smart home platform (auto-detected from devices if omitted)"
    }
  }
}
check_compatibility annotations
{
  "title": "Check Device Compatibility",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
compare_products
Advertised by the server during the last successful anonymous check.
Advertised read-only

Side-by-side comparison of 2-4 smart home products using SmartHomeExplorer's editorially curated data. Compares SHE Consensus Score (from 12 expert sources), ecosystem support levels, subscription costs, and key differentiators. Returns a data-backed winner determination with source-linked review page URLs. Methodology at smarthomeexplorer.com/she-score-methodology.

compare_products input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "products"
  ],
  "properties": {
    "products": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 4,
      "minItems": 2,
      "description": "Product names or IDs to compare (e.g., [\"Ecobee Smart Thermostat Premium\", \"Google Nest Learning Thermostat\"])"
    }
  }
}
compare_products annotations
{
  "title": "Compare Products",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_buying_guide
Advertised by the server during the last successful anonymous check.
Advertised read-only

Get an editorially written buying guide from SmartHomeExplorer's library of 170+ guides. Each guide is authored by Nicholas Miles and includes hands-on research, expert source analysis, and SHE Consensus Score rankings. Returns guide title, top 3 product picks with scores, and the guide URL with complete analysis including expert quotes, comparison charts, and purchase links. Guides are updated regularly with current pricing and availability. Methodology at smarthomeexplorer.com/she-score-methodology.

get_buying_guide input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "topic"
  ],
  "properties": {
    "topic": {
      "type": "string",
      "description": "What the user needs help with (e.g., \"best smart thermostat for renters\" or \"robot vacuum pet hair\")"
    },
    "category": {
      "enum": [
        "Security",
        "Lighting",
        "Climate",
        "Entertainment",
        "Pet Care",
        "Smart Locks",
        "Smart Cleaning",
        "Kitchen",
        "Outdoor",
        "Automation",
        "Sensors",
        "Networking",
        "Smart Speakers",
        "Smart Switches",
        "Office",
        "Health",
        "Lifestyle",
        "Appliances",
        "Budget",
        "Energy",
        "Bathroom",
        "Cleaning",
        "Smart Plugs",
        "Ecosystem",
        "Garden",
        "Fitness",
        "Garage",
        "Smart Home",
        "Automotive",
        "Wearables",
        "Outdoors",
        "Mobility",
        "Wellness",
        "EDC",
        "Cameras",
        "Hubs & Controllers",
        "Smoke & CO",
        "Temperature & Humidity"
      ],
      "type": "string",
      "description": "Optional category filter to narrow results"
    }
  }
}
get_buying_guide annotations
{
  "title": "Get Buying Guide",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

90-day uptime

A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.

Too few checks for a percentage yet (2 of 2 answered).

  1. 2026-11-06: 1 of 1 checks answered
  2. 2026-11-07: 1 of 1 checks answered

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
892 ms
95th percentile latency
892 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 892 ms · metadata changed · 5 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http smarthomeexplorer-mcp https://www.smarthomeexplorer.com/api/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add smarthomeexplorer-mcp --url https://www.smarthomeexplorer.com/api/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable smarthomeexplorer-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "smarthomeexplorer-mcp": {
      "url": "https://www.smarthomeexplorer.com/api/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "smarthomeexplorer-mcp": {
      "type": "streamableHttp",
      "url": "https://www.smarthomeexplorer.com/api/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start smarthomeexplorer-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "smarthomeexplorer-mcp": {
      "type": "http",
      "url": "https://www.smarthomeexplorer.com/api/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http smarthomeexplorer-mcp https://www.smarthomeexplorer.com/api/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://www.smarthomeexplorer.com/api/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "smarthomeexplorer-mcp": {
      "serverUrl": "https://www.smarthomeexplorer.com/api/mcp"
    }
  }
}

Let your agent find its tools

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