GitHub Portfolio FAQs

Question 1

What is GitHub Portfolio?

Accepted Answer

GitHub Portfolio is an MCP (Model Context Protocol) server that exposes a suite of tools, enabling AI agents to query and retrieve comprehensive public data from a GitHub user's profile, repositories, languages, and README content.

Question 2

What specific GitHub data can AI agents access?

Accepted Answer

AI agents can access a user's public profile (bio, location, stats), list and search public repositories, get detailed information for any repository including its full README, and retrieve language breakdowns with percentages for specific repositories.

Question 3

Can I bypass GitHub API rate limits when using this tool?

Accepted Answer

Yes, to avoid GitHub's unauthenticated rate limits (60 requests/hour), you can set a GitHub Personal Access Token as an environment variable (`GITHUB_TOKEN`) within the server's configuration.

Question 4

What kind of insights can AI agents gain from this tool?

Accepted Answer

AI agents can gain insights into a developer's tech stack by aggregating languages and topics across all original repositories, understand project details from READMEs, analyze code linguistic diversity, and quickly find relevant repositories via keyword searches.

Question 5

How do I integrate GitHub Portfolio with my AI agent platform?

Accepted Answer

After installation via npm, GitHub Portfolio is configured by adding its server command to your AI agent platform's configuration file, such as `claude_desktop_config.json` for Claude Desktop or `.vscode/mcp.json` for VS Code (GitHub Copilot).

GitHub Portfolio

主な機能

ユースケース

GitHub Portfolio

主な機能

ユースケース