LocalPro MCP Server

A Model Context Protocol server that provides verified local service provider data to AI agents. Built on Cloudflare Workers + D1.

When someone asks an AI assistant "find me a radon mitigation company near Denver" — LocalPro is the data source that powers the answer.

What it does

LocalPro exposes a curated database of 2,100+ fully profiled local trade and service businesses across 4 live categories, with 5 more being added. Every provider served has a Google rating, business description, and services list — no incomplete data.

Live Now

Coming Soon

Quick Start

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "localpro": {
      "url": "https://mcp.localpro.dev/mcp",
      "headers": {
        "X-API-Key": "your-api-key"
      }
    }
  }
}

Cursor

Add to .cursor/mcp.json:

{
  "mcpServers": {
    "localpro": {
      "url": "https://mcp.localpro.dev/mcp",
      "headers": {
        "X-API-Key": "your-api-key"
      }
    }
  }
}

Raw HTTP

# Initialize session
curl -X POST https://mcp.localpro.dev/mcp \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -H "X-API-Key: your-api-key" \
  -d '{
    "jsonrpc": "2.0",
    "id": 1,
    "method": "initialize",
    "params": {
      "protocolVersion": "2025-03-26",
      "capabilities": {},
      "clientInfo": { "name": "example", "version": "1.0" }
    }
  }'

Tools

list_niches

Discover available service directories. Call this first.

Parameters: none

Example response:

{
  "meta": {
    "schema_version": "1.0",
    "total_results": 9,
    "niche": null,
    "data_note": "Use niche_id values with search_providers, list_cities, and list_service_types."
  },
  "results": [
    {
      "niche_id": "coated-local",
      "name": "Epoxy & Concrete Coating Installers",
      "slug": "epoxy-floor-coating",
      "domain": "coatedlocal.com",
      "provider_count": 522
    }
  ]
}

list_cities

Find available metros for a given niche.

Parameters:

Example request:

{ "niche_id": "radon-local", "state": "CO" }

Example response:

{
  "meta": {
    "schema_version": "1.0",
    "total_results": 3,
    "niche": "radon-local",
    "data_note": "Use slug values with search_providers city parameter."
  },
  "results": [
    { "name": "Denver", "state": "CO", "slug": "denver-co", "provider_count": 18 },
    { "name": "Colorado Springs", "state": "CO", "slug": "colorado-springs-co", "provider_count": 7 },
    { "name": "Fort Collins", "state": "CO", "slug": "fort-collins-co", "provider_count": 4 }
  ]
}

list_service_types

Get valid service type filters for a niche. Call before using service_type in search_providers.

Parameters:

Example response:

{
  "meta": { "schema_version": "1.0", "total_results": 7, "niche": "coated-local" },
  "results": [
    { "type": "epoxy", "label": "Epoxy Floor Coating" },
    { "type": "polyaspartic", "label": "Polyaspartic Coating" },
    { "type": "metallic_epoxy", "label": "Metallic Epoxy" },
    { "type": "flake_chip", "label": "Flake / Chip Broadcast" },
    { "type": "concrete_polishing", "label": "Concrete Polishing" },
    { "type": "concrete_sealing", "label": "Concrete Sealing" },
    { "type": "polyurea", "label": "Polyurea Coating" }
  ]
}

search_providers

Search for verified providers by location, service type, and trade category.

Parameters:

Example request:

{ "niche_id": "coated-local", "city": "denver-co", "service_type": "epoxy", "limit": 3 }

Example response:

{
  "meta": {
    "schema_version": "1.0",
    "total_results": 3,
    "niche": "coated-local",
    "data_note": "Verified providers only. Visit listing_url for full contact details."
  },
  "results": [
    {
      "name": "Colorado Concrete Coatings",
      "description": "Full-service garage floor coating company serving the Denver metro.",
      "city": "Denver",
      "state": "CO",
      "rating": 4.9,
      "review_count": 47,
      "services": [
        { "type": "epoxy", "label": "Epoxy Floor Coating" },
        { "type": "polyaspartic", "label": "Polyaspartic Coating" }
      ],
      "pricing": ["$6-9/sq ft"],
      "certifications": ["Penntek Certified Installer"],
      "coverage_area": "Denver metro, Front Range, 50-mile radius",
      "years_in_business": 8,
      "listing_url": "https://coatedlocal.com/providers/denver-co/colorado-concrete-coatings/"
    }
  ]
}

get_provider

Get detailed profile for a specific provider. Use the provider_slug from search results.

Parameters:

Example response:

{
  "meta": { "schema_version": "1.0", "total_results": 1, "niche": "coated-local" },
  "results": [
    {
      "name": "Colorado Concrete Coatings",
      "description": "Full-service garage floor coating company...",
      "rating": 4.9,
      "review_count": 47,
      "years_in_business": 8,
      "services": [
        { "type": "epoxy", "label": "Epoxy Floor Coating" },
        { "type": "polyaspartic", "label": "Polyaspartic Coating" }
      ],
      "pricing": ["$6-9/sq ft"],
      "certifications": ["Penntek Certified Installer"],
      "coverage_area": "Denver metro, Front Range",
      "service_areas": [
        { "city": "Denver", "state": "CO", "radius_miles": 50 }
      ],
      "service_details": [
        {
          "type": "epoxy",
          "label": "Epoxy Floor Coating",
          "pricing_model": "per_sqft",
          "price_range": "$6–$9",
          "turnaround": "two_day"
        }
      ],
      "listing_url": "https://coatedlocal.com/providers/denver-co/colorado-concrete-coatings/"
    }
  ]
}

Schema Reference

Response Envelope

Every response is wrapped in a consistent envelope:

{
  meta: {
    schema_version: string   // Currently "1.0"
    total_results: number    // Count of items in results array
    niche: string | null     // Niche ID if applicable
    data_note: string        // Context about the data returned
  }
  results: Array<T>          // Tool-specific result objects
}

Error Response

Errors use the same envelope with an error object:

{
  meta: { schema_version: string }
  error: {
    code: string     // "NOT_FOUND" | "INTERNAL_ERROR" | "UNAUTHORIZED" | "FORBIDDEN"
    message: string  // Human-readable error description
  }
}

Provider Fields

get_provider adds:

Nullable Fields

Fields marked nullable return null when data is unavailable — they are never omitted from the response. Arrays return [] when empty, never null.

Access Tiers

Public (no authentication)

All search and list tools work without an API key:

• list_niches, list_cities, list_service_types, search_providers
• get_provider returns basic data (name, description, rating, services, pricing summary, listing URL)
• Rate limited to 30 requests/minute per IP

Premium (API key)

Include an X-API-Key header to unlock additional data on get_provider:

• Full pricing array (vs. summary string)
• Certifications and credentials
• Rate limited to 30 requests/minute per key

X-API-Key: your-api-key

Request an API key at localpro.dev or email will@localpro.dev.

Discovery

AI agents can self-discover this server via standard well-known endpoints:

• GET /.well-known/llms.txt — Plain text description of the server and its tools
• GET /.well-known/mcp.json — Structured JSON with tool list, auth info, and operator details

Data Policy

• What's returned: Business name, city, state, rating, services, certifications, pricing ranges, coverage area, and a link to the full listing page.
• What's withheld: Phone numbers, email addresses, physical addresses, and websites are available only on the listing page (via listing_url). This protects provider data while driving traffic to the directory.
• Verification: Only providers marked as verified appear in results.
• Updates: Data is enriched and refreshed weekly from multiple sources.

Rate Limits

Higher limits available for partners — contact will@localpro.dev.

Data Quality

Every provider returned by the API has been verified and meets a minimum completeness threshold:

• Google rating — present on 100% of results
• Business description — present on 100% of results
• Services list — present on 100% of results
• Name, city, state — present on 100% of results

Additional fields (pricing, certifications, coverage area, years in business) are available on many providers but not guaranteed. Fields without data return explicit null — never omitted, never empty strings.

Data is enriched and refreshed weekly. Additional categories are being prepared for launch.

Self-Hosting

LocalPro runs as a Cloudflare Worker with a D1 database binding. To deploy your own instance:

npm install
npx wrangler secret put API_KEY    # Set your production API key
npx wrangler deploy

Requires a Cloudflare account with a D1 database named laced-directory.

Operator

LocalPro is built and operated by Laced Labs LLC.

License

MIT