---
title: "Discussion on \"Building an End-to-End AI Agent: Claude Code+ MCP + AWS Bedrock + Confluence for Enterprise Knowledge Discovery\" | Hashnode"
description: "Discussion on \"Building an End-to-End AI Agent: Claude Code+ MCP + AWS Bedrock + Confluence for Enterprise Knowledge Discovery\". Turn your company's endless docs into a smart search system that answers questions like a human.\nPrerequisites\n\nInstall python 3.11\n\nInstall gitbash\n\nInstall Claude desktop\n\nNeed to create a local IAM"
url: "https://hashnode.com/posts/building-an-end-to-end-ai-agent-claude-code-mcp-aws-bedrock-confluence-for-enterprise-knowledge-discovery/69dc32cabe21b1bd010d78c1"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [Building an End-to-End AI Agent: Claude Code+ MCP + AWS Bedrock + Confluence for Enterprise Knowledge Discovery](https://balrajsingh.hashnode.dev/building-an-end-to-end-ai-agent-claude-code-mcp-aws-bedrock-confluence-for-enterprise-knowledge-discovery?utm_source=hashnode&utm_medium=feed)

Turn your company's endless docs into a smart search system that answers questions like a human. Prerequisites Install python 3.11 Install gitbash Install Claude desktop Need to create a local IAM

Apr 13 · 11 min read · balrajsingh.hashnode.dev  
Read the article

-   [#ai](https://hashnode.com/tag/ai)
-   [#mcp](https://hashnode.com/tag/mcp)
-   [#enterprise-ai](https://hashnode.com/tag/enterprise-ai)
-   [#knowledgemanagement](https://hashnode.com/tag/knowledgemanagement)
-   [#devops](https://hashnode.com/tag/devops)
-   [#vector-database](https://hashnode.com/tag/vector-database)
-   [#aws-bedrock](https://hashnode.com/tag/aws-bedrock)

## Written by

[Balraj Singh](https://hashnode.com/@Balraj007)

@Balraj007 · Australia

  
[View profile](https://hashnode.com/@Balraj007)

Tech enthusiast with 15 years of experience in IT, specializing in server management, VMware, AWS, Azure, and automation. Passionate about DevOps, cloud, and modern infrastructure tools like Terraform, Ansible, Packer, Jenkins, Docker, Kubernetes, and Azure DevOps. Passionate about technology and continuous learning, I enjoy sharing my knowledge and insights through blogging and real-world experiences to help the tech community grow!

## Responses

Markdown supported · ⌘↵ to post

No responses yet.