Update README

Signed-off-by: Mihai Criveti <[email protected]>

Author: crivetimihai

README.md

@@ -1,17 +1,25 @@
 # MCP Gateway
 
 > Model Context Protocol gateway & proxy - unify REST, MCP and A2A with federation, virtual servers, retries, security and an optional admin UI.
+# MCP Gateway
 
-[![CodeQL Advanced](https://github.com/IBM/mcp-context-forge/actions/workflows/codeql.yml/badge.svg)](https://github.com/IBM/mcp-context-forge/actions/workflows/codeql.yml) 
-[![Bandit](https://github.com/IBM/mcp-context-forge/actions/workflows/bandit.yml/badge.svg)](https://github.com/IBM/mcp-context-forge/actions/workflows/bandit.yml) 
-[![Dependency Review](https://github.com/IBM/mcp-context-forge/actions/workflows/dependency-review.yml/badge.svg)](https://github.com/IBM/mcp-context-forge/actions/workflows/dependency-review.yml) 
+> Model Context Protocol gateway & proxy — unify REST, MCP, and A2A with federation, virtual servers, retries, security, and an optional admin UI.
+
+<!-- === CI / Security / Build Badges === -->
 [![Build Python Package](https://github.com/IBM/mcp-context-forge/actions/workflows/python-package.yml/badge.svg)](https://github.com/IBM/mcp-context-forge/actions/workflows/python-package.yml)&nbsp;
+[![CodeQL](https://github.com/IBM/mcp-context-forge/actions/workflows/codeql.yml/badge.svg)](https://github.com/IBM/mcp-context-forge/actions/workflows/codeql.yml)&nbsp;
+[![Bandit Security](https://github.com/IBM/mcp-context-forge/actions/workflows/bandit.yml/badge.svg)](https://github.com/IBM/mcp-context-forge/actions/workflows/bandit.yml)&nbsp;
+[![Dependency Review](https://github.com/IBM/mcp-context-forge/actions/workflows/dependency-review.yml/badge.svg)](https://github.com/IBM/mcp-context-forge/actions/workflows/dependency-review.yml)&nbsp;
+
+<!-- === Container Build & Deploy === -->
 [![Secure Docker Build](https://github.com/IBM/mcp-context-forge/actions/workflows/docker-image.yml/badge.svg)](https://github.com/IBM/mcp-context-forge/actions/workflows/docker-image.yml)&nbsp;
 [![Deploy to IBM Code Engine](https://github.com/IBM/mcp-context-forge/actions/workflows/ibm-cloud-code-engine.yml/badge.svg)](https://github.com/IBM/mcp-context-forge/actions/workflows/ibm-cloud-code-engine.yml)
 
+<!-- === Package / Container === -->
 [![License](https://img.shields.io/github/license/ibm/mcp-context-forge)](LICENSE)&nbsp;
 [![PyPI](https://img.shields.io/pypi/v/mcp-contextforge-gateway)](https://pypi.org/project/mcp-contextforge-gateway/)&nbsp;
-[![PyPI Downloads](https://static.pepy.tech/badge/mcp-contextforge-gateway/month)](https://pepy.tech/projects/mcp-contextforge-gateway)<br/>
+[![Docker Image](https://img.shields.io/badge/docker-ghcr.io%2Fibm%2Fmcp--context--forge-blue)](https://github.com/ibm/mcp-context-forge/pkgs/container/mcp-context-forge)&nbsp;
+
 
 ContextForge MCP Gateway is a feature-rich gateway & proxy that federates MCP and REST services - unifying discovery, auth, rate-limiting, observability, virtual servers, multi-transport protocols, and an optional live Admin UI into one clean endpoint for your AI clients. It runs as a fully compliant MCP server, deployable via PyPI or Docker, and scales to multi-cluster environments on Kubernetes with Redis-backed federation and caching.
 
@@ -1740,6 +1748,10 @@ Special thanks to our contributors for helping us improve ContextForge MCP Gatew
 
 [![Star History Chart](https://api.star-history.com/svg?repos=ibm/mcp-context-forge&type=Date)](https://www.star-history.com/#ibm/mcp-context-forge&Date)
 
-[![Forks](https://img.shields.io/github/forks/ibm/mcp-context-forge?style=social)](https://github.com/ibm/mcp-context-forge/network/members)
-
-<!-- [![Issues Open](https://img.shields.io/github/issues/ibm/mcp-context-forge)](https://github.com/ibm/mcp-context-forge/issues) -->
+<!-- === Usage Stats === -->
+[![PyPi Downloads](https://static.pepy.tech/badge/mcp-contextforge-gateway/month)](https://pepy.tech/project/mcp-contextforge-gateway)&nbsp;
+[![Stars](https://img.shields.io/github/stars/ibm/mcp-context-forge?style=social)](https://github.com/ibm/mcp-context-forge/stargazers)&nbsp;
+[![Forks](https://img.shields.io/github/forks/ibm/mcp-context-forge?style=social)](https://github.com/ibm/mcp-context-forge/network/members)&nbsp;
+[![Contributors](https://img.shields.io/github/contributors/ibm/mcp-context-forge)](https://github.com/ibm/mcp-context-forge/graphs/contributors)&nbsp;
+[![Last Commit](https://img.shields.io/github/last-commit/ibm/mcp-context-forge)](https://github.com/ibm/mcp-context-forge/commits)&nbsp;
+[![Open Issues](https://img.shields.io/github/issues/ibm/mcp-context-forge)](https://github.com/ibm/mcp-context-forge/issues)&nbsp;