added badges, fixed quickstart links

Author: remi-td

README.md

@@ -1,4 +1,33 @@
-# Teradata MCP Server
+<p align="center">
+  <!-- Optional: replace with a logo if you have one -->
+  <!-- <img src="docs/media/logo.svg" alt="Teradata MCP Server" width="120"> -->
+  
+</p>
+
+<h1 align="center">Teradata MCP Server</h1>
+
+<p align="center">
+  <a href="https://github.com/Teradata/teradata-mcp-server/blob/main/docs/README.md">
+    <img alt="docs" src="https://img.shields.io/badge/docs-readme-555?logo=readthedocs">
+  </a>
+  <a href="https://github.com/Teradata/teradata-mcp-server/releases">
+    <img alt="release" src="https://img.shields.io/github/v/release/Teradata/teradata-mcp-server?display_name=tag&sort=semver">
+  </a>
+  <a href="https://pypi.org/project/teradata-mcp-server/">
+    <img alt="PyPI" src="https://img.shields.io/pypi/v/teradata-mcp-server">
+  </a>
+  <a href="https://pypi.org/project/teradata-mcp-server/">
+    <img alt="downloads" src="https://img.shields.io/pypi/dm/teradata-mcp-server?label=downloads&color=2ea44f">
+  </a>
+</p>
+
+<p align="center">
+  Model Context Protocol (MCP) server for Teradata
+ </p>
+
+<p align="center">
+  <a href="https://github.com/Teradata/teradata-mcp-server/blob/main/docs/README.md#-quick-start">✨ Quickstart with your favorite tool in <5 minute ✨</a>
+</p>
 
 ## Overview
 The Teradata MCP server provides sets of tools and prompts, grouped as modules for interacting with Teradata databases. Enabling AI agents and users to query, analyze, and manage their data efficiently. 

docs/server_guide/GETTING_STARTED.md

@@ -12,9 +12,9 @@ New to Teradata MCP Server? Choose your 5-minute quickstart to rapidly evaluate
 
 | **Client** | **Deployment** | **Communication** | **Best For** |
 |------------|----------------|------------------|--------------|
-| [Claude Desktop](server_guide/QUICK_START.md) | CLI (uv/pipx) | stdio | Exploratory Data Analytics, Platform Administration, general evaluation |
-| [VS Code + Copilot](server_guide/QUICK_START_VSCODE.md) | CLI (uv/pipx) | HTTP | Data Engineering, Agentic app development |
-| [Open WebUI](server_guide/QUICK_START_OPEN_WEBUI.md) | Docker | REST | Local AI, evaluate new LLMs |
+| [Claude Desktop](./QUICK_START.md) | CLI (uv/pipx) | stdio | Exploratory Data Analytics, Platform Administration, general evaluation |
+| [VS Code + Copilot](./QUICK_START_VSCODE.md) | CLI (uv/pipx) | HTTP | Data Engineering, Agentic app development |
+| [Open WebUI](./QUICK_START_OPEN_WEBUI.md) | Docker | REST | Local AI, evaluate new LLMs |
 | [Code examples](../examples/README.md) | Python | HTTP | Build your own client. Example library using ADK, Bedrock, Langchain... |
 
 *All options get you running in 5 minutes with minimal configuration.*