Must-Follow MCP Resources for 2025: Blogs, Repos, and Communities

Model Context Protocol (MCP) is rapidly becoming the connective standard between AI models and the tools, data, and services they need to act. Below are the most important sites, repositories, and communities to follow in 2025 if you want to build, deploy, or research MCP-based systems.

Anthropic's Official MCP Site

Why it matters: Anthropic provides the authoritative protocol specification, reference implementations, and integration guides. The site frames MCP as the universal connector for agentic AI, explaining how a single protocol can replace fragmented APIs across services.

What you'll find:

• Protocol documentation and conceptual overviews
• Quickstarts and server/client examples
• Guidance for integrating MCP with LLMs and enterprise workflows

Who should visit: Developers, architects, and product teams building MCP-connected tools or servers.

GitHub – wong2/awesome-mcp-servers

Why it matters: This community-driven repository aggregates MCP servers, experimental implementations, and real-world integrations. It serves as a practical catalog to discover working servers for databases, cloud services, SaaS, and custom tools.

What you'll find:

• Curated, regularly updated listings and links
• Reference servers useful for prototyping and secure operations
• Examples covering file operations, web extraction, financial integrations, and more

Who should visit: Builders looking for example server code or launchpad ideas for integrating their own services.

MarkTechPost — MCP Category

Why it matters: MarkTechPost publishes in-depth technical articles, case studies, and FAQs focused on MCP adoption and best practices. Their coverage is useful for understanding architecture decisions and enterprise scenarios.

Notable content:

• FAQs about MCP in 2025
• Enterprise integration guides with major cloud providers
• Analysis of adoption factors and implementation patterns

Who should visit: Technical leaders, CTOs, and enterprise architects researching MCP-based solutions.

Cloudflare Blog — MCP Guides and Announcements

Why it matters: Cloudflare demonstrates how to host and scale MCP servers with practical deployment tips. Their posts address operational concerns like security, OAuth, and global hosting.

What you'll find:

• Tutorials for deploying MCP servers on Cloudflare Workers
• Advice on securing endpoints and enabling OAuth flows
• Posts about operational tooling for MCP server management

Who should visit: DevOps teams and organizations using Cloudflare for agentic application infrastructure.

AWS Machine Learning Blog — MCP & AI Integration

Why it matters: AWS explores how MCP connects LLMs with cloud services and automation workflows. Their guides show patterns for integrating MCP with AWS services for real enterprise use.

What you'll find:

• Walkthroughs connecting MCP clients with AWS APIs, SageMaker, and Bedrock
• Examples of workflow automation and contextual intelligence using MCP
• Security and architecture best practices for cloud deployments

Who should visit: Cloud developers, ML engineers, and solutions architects using AWS.

Reddit Community

Why it matters: The MCP subreddit is where real-time discussion, troubleshooting, and grassroots experiments happen. It offers fast feedback and practical tips from builders across experience levels.

What you'll find:

• Live discussions and peer Q&A
• Shared implementation stories and links to new servers
• Community-driven discovery of registries and agentic workflows

Who should visit: Newcomers, integrators, independent builders, and researchers who want unfiltered community insight.

How to use these resources together

Start with Anthropic's spec to understand protocol fundamentals, then browse the GitHub repo for concrete server examples. Read technical deep dives on MarkTechPost and platform-specific deployment guides from Cloudflare and AWS to plan architecture and operations. Use Reddit to validate ideas, ask questions, and keep up with the fastest-moving experiments.

Following these sources will keep you current on MCP implementation patterns, security considerations, and real-world integrations in 2025.