Update README.md

README.md

@@ -1,14 +1,26 @@
 ---
-title: Materials Project Mcp
-emoji: 🦀
-colorFrom: gray
-colorTo: blue
+title: Materials Project MCP
+emoji: 🔎
+colorFrom: blue
+colorTo: yellow
 sdk: gradio
-sdk_version: 5.33.1
-app_file: app.py
-pinned: false
+sdk_version: 5.33.0
+app_file: mp_mcp.py
+pinned: true
 license: mit
 short_description: Look-up materials and data through the Materials Project API
+tags:
+  - Agents-MCP-Hackathon
+  - mcp-server-track
 ---
+# Materials Project MCP
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+## This is a simple MCP tool to interact with Materials Project API. 
+
+The Materials Project is a multi-institution, multi-national effort to compute the properties of all inorganic materials and provide the data and associated analysis algorithms for every materials researcher free of charge. The ultimate goal of the initiative is to drastically reduce the time needed to invent new materials by focusing costly and time-consuming experiments on compounds that show the most promise computationally. [(source)](https://next-gen.materialsproject.org/about)
+
+With this project we hope that AI tools will be integrate more closely with actual data which will help more scientists with their research.
+
+App to test and connect to this mcp server: [materials-project-chat](https://huggingface.co/spaces/rumanmoulik/materials-project-chat)
+
+Video demo can be found [here](https://drive.google.com/file/d/1ilBV2RpGY65XPm5gAtwdViHAPdr9RLF8/view?usp=sharing)