diff --git a/docs/accessibility-mcp-server.md b/docs/accessibility-mcp-server.md
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@@ -50,6 +50,12 @@ Users receive actionable insights that not only helps to pinpoint and report roa
 
 The server utilizes the Model Context Protocol (MCP) to streamline the integration of AI and assistance, thereby minimizing the effort required to address accessibility concerns.
 
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 ## What is Model Context Protocol (MCP)?
 
 The Model Context Protocol (MCP) acts like a "USB-C for AI integrations," creating a universal language between AI models and applications. This standardized interface allows AI assistants to connect with diverse software tools, making it significantly easier to expand capabilities across your digital workflow.
diff --git a/docs/automation-mcp-server.md b/docs/automation-mcp-server.md
index 6bea1d36..662808a0 100644
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@@ -48,13 +48,11 @@ import {YOUR_LAMBDATEST_USERNAME, YOUR_LAMBDATEST_ACCESS_KEY} from "@site/src/co
 Automation MCP Server simplifies test failure triaging for all automation test cases executed on LambdaTest. By leveraging the Model Context Protocol (MCP), it enables seamless integration between AI assistants and your test execution data on LambdaTest—significantly reducing triage and troubleshooting time.
 
 
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 ## What is Model Context Protocol (MCP)?
 The Model Context Protocol (MCP) acts like a “USB-C for AI integrations,” creating a universal language between AI models and applications. This standardized interface allows AI assistants to connect with diverse software tools, making it much easier to expand capabilities across your digital workflow.
diff --git a/docs/smartui-mcp-server.md b/docs/smartui-mcp-server.md
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 The SmartUI  MCP Server allows you to debug visual regressions using SmartUI comparison runs, returning natural-language insights such as human-like summaries, visual change detection, and root cause analysis. It is built on [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) and connects to the LambdaTest SmartUI infrastructure via `comparisonId`.
 
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 ## How Does It Work?​
 
diff --git a/docs/smartui-pdf-java-sdk.md b/docs/smartui-pdf-java-sdk.md
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 This functionality is exclusive to our enterprise plan subscribers on SmartUI. For additional details or inquiries, please [contact us](https://www.lambdatest.com/demo).
 :::
 
-## Prerequisites for Using Smart UI
+## Prerequisites for Using SmartUI
 
 - Java 8 or higher installed on your system
 - Maven or Gradle build tool