diff --git a/README.md b/README.md
index 396f488..05e4884 100644
--- a/README.md
+++ b/README.md
@@ -124,12 +124,40 @@ The evals package loads an mcp client that then runs the index.ts file, so there
 OPENAI_API_KEY=your-key  npx mcp-eval src/evals/evals.ts src/tools/codegen/index.ts
 ```
 
+## Resources 
+
+[![MCP Marketplace User Review Rating Badge](https://www.deepnlp.org/api/marketplace/svg?name=executeautomation/mcp-playwright)](https://www.deepnlp.org/store/ai-agent/mcp-server/pub-executeautomation/mcp-playwright)
+
+<details>
+
+<summary><b>Open MCP Marketplace API Support</b></summary>
+
+[Reviews](https://www.deepnlp.org/store/ai-agent/mcp-server/pub-executeautomation/mcp-playwright)|[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 server meta and tools
+
+***Example: Search Server and Tools***
+```python
+import anthropic
+import mcp_marketplace as mcpm
+
+result_q = mcpm.search(query="mcp playwright", mode="list", page_id=0, count_per_page=100, config_name="deepnlp") # search server by category choose various endpoint
+result_id = mcpm.search(id="executeautomation/mcp-playwright", mode="list", page_id=0, count_per_page=100, config_name="deepnlp")      # search server by id choose various endpoint 
+tools = mcpm.list_tools(id="executeautomation/mcp-playwright", 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>
+
 ## Contributing
 
 When adding new tools, please be mindful of the tool name length. Some clients, like Cursor, have a 60-character limit for the combined server and tool name (`server_name:tool_name`).
 
 Our server name is `playwright-mcp`. Please ensure your tool names are short enough to not exceed this limit.
 
+
 ## Star History
 
 [![Star History Chart](https://api.star-history.com/svg?repos=executeautomation/mcp-playwright&type=Date)](https://star-history.com/#executeautomation/mcp-playwright&Date)