How to find best MCP Servers for your AI framework?

MCP stands for Model Context Protocol. It is a standard for AI applications or AI agents to connect to and work with your data sources. These data resources include local files, databases, content repositories, or tools like GitHub, Google Maps, etc. In this article, we will talk about how to find the best MCP servers for your AI framework.

How to find the best MCP servers for your AI framework

To find the best MCP server for your AI framework, these are some important points to consider:

Source
Reviews and ratings
Security
Licensing and support

Let’s start.

1] Source

The source is the main factor to consider while finding the MCP servers for your AI framework. Always use the MCP servers from trusted and authentic sources, like GitHub. Never use MCP servers from untrusted sources.

2] Reviews and ratings

The next thing to consider is reviews and ratings. It is important to look for reviews and ratings of MCP servers before using them. In addition to reviews and ratings, the total number of users is another factor you can consider while using an MCP server.

3] Security

Since you can use MCP servers to connect an AI agent or an AI application to your data sources, they should be secure. Strong authentication methods, like an API key or OAuth, should be used for the MCP servers. This information is available in the documentation of an MCP server. Hence, read the documentation of the MCP servers before using them.

4] Licensing and support

The documentation of an MCP server should contain information about how to set up and configure it. Licensing is another important factor to consider before using an MCP server. Some MCP servers are provided under the MIT license, which means you can use and modify them. However, it is suggested to read the MIT licensing terms and conditions before modifying or distributing the MCP server under the MIT license.

Support is another crucial factor to consider here. The platforms that provide MCP servers should also have their support forums or MCP communities that you can join for support and updates.

Platforms to find MCP Servers

The following are some platforms where you can find the MCP Servers.

Glama
Smithery
Pulse
Awesome MCP Servers

1] Glama

Glama is a directory of open-source MCP servers. You can access all available MCP servers by visiting the official website. I listed it at the top of this list, as it highlights all important factors to consider when choosing an MCP server.

As you can see in the above screenshot, the crucial factors, such as security, license, and quality, are shown for every MCP server. MCP servers with grade A are considered highly secure. The website has also listed all the MCP servers category-wise. All the categories are available on the left side. A search bar is also provided on the website that you can use to search for a particular MCP server.

You can join Glama on Reddit or Discord for support and updates.

2] Smithery

Smithery is another good website to find the best MCP servers for your AI framework. You can access the MCP servers by visiting the official website, smithery.ai. Currently, the website has more than 1500 MCP servers. The MCP servers are sorted into different categories. It also shows the number of downloads or uses in the last month. The number of downloads or uses is an important factor for using an MCP server.

Smithery has an official Discord channel for support and updates.

3] Pulse

Pulse is a platform that lists MCP servers and MCP clients. Currently, it has more than 4000 MCP servers. It shows the number of downloads and star ratings for every MCP server. You can join their Discord channel for updates and support.

4] Awesome MCP Servers

Awesome MCP Servers is one more platform that lists MCP servers. Like other websites in this article, this one has also divided the MCP servers into different categories. To read the documentation of an MCP server, click on the View Details button. After that, you can read details like features, features, tools, configuration information, and security information of that MCP server. The link to the official website for MCP servers, such as GitHub, is also provided on this platform.

To visit the website, go to mcpservers.org.

What is MCP in AI?

MCP or Model Context protocol is a standard that allows AI models or applications to connect to different data sources securely. You can consider an MCP server a universal adapter, similar to USB-C for physical devices. USB-C has overcome the limitations of older USB standards. Similarly, MCP provides a standard for developers to connect AI applications with different resources.

Does ChatGPT have MCP?

Currently, ChatGPT does not have a dedicated MCP server. Model Context Protocol, developed by Anthropic, is an open-source standard used to connect AI applications or models to different data sources.