Top MCP Server Repositories on GitHub by Stars

Created by

Samat Makatov

Actor

GitHub Repo Intel — Search, Stars, Activity, Contributors

The most-starred GitHub repositories tagged mcp-server (Model Context Protocol): stars, forks, language, topics, license, creation and last-push dates, description. For developers picking an MCP server and founders or analysts sizing the ecosystem. Change the search query (any GitHub qualifier such as language: or stars:>) and schedule it weekly.

Try for free

GitHub Repo Intel — Search, Stars, Activity, Contributorsyadroo/github-repo-intel

Full name

Stars

Forks

Open issues + PRs

+8 fields

Input

Repository search queries:topic:mcp-server

Search sort:stars

Max repositories per query / org / user:25

Output fields

Full name

Stars

Forks

Open issues + PRs

Primary language

License (SPDX)

Last push

Days since push

Commits (52 weeks)

Commits (4 weeks)

Source

URL

How it works

Sign up on Apify or log in

The GitHub Repo Intel — Search, Stars, Activity, Contributors Actor is ready to run with the inputs already set for "Top MCP Server Repositories on GitHub by Stars". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Top MCP Server Repositories on GitHub by Stars" task

The GitHub Repo Intel — Search, Stars, Activity, Contributors Actor will start running based on the input automatically. You can also change all the input fields, like repository search queries, search sort, and more, to match your specific use case.

Receive the "Top MCP Server Repositories on GitHub by Stars" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as full name, stars, forks, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Top MCP Server Repositories on GitHub by Stars" task via API.