Add open mcp marketplace api support

apps/ai-gateway/README.md

@@ -50,3 +50,28 @@ Replace the content with the following configuration:
 Once you've set up your configuration file, restart MCP client and a browser window will open showing your OAuth login page. Proceed through the authentication flow to grant the client access to your MCP server. After you grant access, the tools will become available for you to use.
 
 Interested in contributing, and running this server locally? See [CONTRIBUTING.md](CONTRIBUTING.md) to get started.
+
+### Resources 
+
+<details>
+<summary><b>Open MCP Marketplace API Support</b></summary>
+
+![MCP Marketplace User Review Rating Badge](http://www.deepnlp.org/api/marketplace/svg?cloudflare/mcp-server-cloudflare)|[Reviews](http://www.deepnlp.org/store/ai-agent/mcp-server/pub-cloudflare/mcp-server-cloudflare)|[GitHub](https://github.com/AI-Agent-Hub/mcp-marketplace)|[Doc](http://www.deepnlp.org/doc/mcp_marketplace)|[MCP Marketplace](http://www.deepnlp.org/store/ai-agent/mcp-server)
+
+Allow AI/Agent/LLM to find this MCP Server via common python/typescript API, search and explore relevant servers and tools
+
+***Example: Search Server and Tools***
+```python
+import anthropic
+import mcp_marketplace as mcpm
+
+result_q = mcpm.search(query="mcp server cloudflare", mode="list", page_id=0, count_per_page=100, config_name="deepnlp") # search server by category choose various endpoint
+result_id = mcpm.search(id="cloudflare/mcp-server-cloudflare", mode="list", page_id=0, count_per_page=100, config_name="deepnlp")      # search server by id choose various endpoint 
+tools = mcpm.list_tools(id="cloudflare/mcp-server-cloudflare", config_name="deepnlp_tool")
+# Call Claude to Choose Tools Function Calls 
+# client = anthropic.Anthropic()
+# response = client.messages.create(model="claude-opus-4-20250514", max_tokens=1024, tools=tools, messages=[])
+```
+
+</details>
+