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Each topic is a buyer's home -- guides, tools, and a curated directory slice.

Independent guidance on the services practices actually buy. The full provider directory sits behind every topic.

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GPH Intelligence API

Free access to 76,000+ healthcare service providers via MCP -- no API key. Search, match, and retrieve provider data for your AI applications.

https://gph-mcp-server.pages.dev/mcp

match_practice

Match a practice to top-rated providers by specialty, location, EHR, and budget

search_providers

Search the full 76K+ directory with category, state, city, and quality filters

get_provider_detail

Full provider profile: description, services, contact info, quality score, reviews

Free MCP Access

The GPH Intelligence MCP server is free to use -- no API key, no signup. Add it to any MCP-compatible client and start querying the directory.

No key required

Anonymous access to all three tools. Nothing to sign up for.

100 calls / IP / day

A rolling daily limit that resets at 00:00 UTC -- ample for assistants and interactive use.

Up to 25 results / call

Each query returns up to 25 ranked providers. For full extracts, license the dataset.

Three tools

match_practice, search_providers, and get_provider_detail -- documented above.

Need bulk data or higher volume? The free tier is built for live, interactive queries -- not bulk extraction. To license the full dataset (76,000+ providers, 25 categories, all 50 states, with a published per-field coverage table), see Data Licensing.

Quick Start

No key needed. POST JSON-RPC to the endpoint, or add https://gph-mcp-server.pages.dev/mcp to any MCP client.

# Match a practice to providers -- no API key required curl -X POST https://gph-mcp-server.pages.dev/mcp \ -H "Content-Type: application/json" \ -d '{ "jsonrpc": "2.0", "id": 1, "method": "tools/call", "params": { "name": "match_practice", "arguments": { "category": "Medical Billing & RCM", "state": "TX", "city": "Dallas", "specialty": "Family Medicine", "practice_size": "Small" } } }'