ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use GitHub with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Transform GitHub into your primary growth engine. Deploy autonomous agents to intercept competitor issues, track trending repos, and engage developers in real-t

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 17 capabilities

The complete GitHub capability set.

These are the exact actions your AI can choose when you ask it to work with GitHub.

Capability set01 / 05

01-04

4 capabilities in this set.

Part of 17 available through GitHub.

  1. 01

    Comment on issue

    Requires markdown-formatted content. Post a technical comment on a specific GitHub issue

  2. 02

    Comment on pr

    Requires markdown-formatted content. Post a technical comment on a specific GitHub Pull Request

  3. 03

    Create new issue

    Requires title and markdown-formatted content. Open a new feature request or issue on a GitHub repository

  4. 04

    Get repo metrics

    Use this to determine if a project is actively maintained before attempting engagement. Get health and activity metrics for a repository

Capability set02 / 05

05-08

4 capabilities in this set.

Part of 17 available through GitHub.

  1. 05

    Get repo readme

    Md content. Use this to understand the core value proposition, documentation, and purpose of a project before analyzing it further. Retrieve the README markdown content of a specific repository

  2. 06

    Scan competitor issues

    Returns issue numbers, titles, and bodies. Scan a specific repository for open issues, bugs, and feature requests

  3. 07

    Scan pull requests

    Use this to identify bottlenecks in the maintainer's workflow or active community contributions. Retrieve open pull requests from a repository

  4. 08

    Scan repo stargazers

    Use this to identify early adopters, interested developers, or potential leads within a specific ecosystem. Retrieve a list of users who have starred a repository

Capability set03 / 05

09-11

3 capabilities in this set.

Part of 17 available through GitHub.

  1. 09

    Search code usage

    Example query: "filename:package.json react". Use this to map out which repositories are using a specific competitor or framework. Search GitHub for specific code snippets, library imports, or configurations

  2. 10

    Analyze issue context

    Use this to read the full context before engaging. Retrieve the full thread and comments of a specific issue

  3. 11

    Analyze tech stack

    Use this to determine if the repository's tech stack is compatible with our solutions. Analyze the primary programming languages and dependencies of a repository

Capability set04 / 05

12-14

3 capabilities in this set.

Part of 17 available through GitHub.

  1. 12

    Get org members

    Use this to map out engineering teams and identify key technical personnel within a target company. Retrieve public members of a specific GitHub organization

  2. 13

    Get top contributors

    Returns usernames, GitHub profile URLs, and total contribution counts. Retrieve the most active contributors from a repository

  3. 14

    Get trending repos

    Returns repository metadata including star count and language. Discover trending GitHub repositories based on a specific topic or language

Capability set05 / 05

15-17

3 capabilities in this set.

Part of 17 available through GitHub.

  1. 15

    Get user contact

    Use this to find contact details for repository builders and maintainers. Retrieve contact information and profile details for a specific GitHub user

  2. 16

    Scan recent releases

    Use this to monitor a competitor's recent feature launches or updates. Fetch the most recent releases and changelogs from a repository

  3. 17

    Track churn signals

    G., "giving up", "alternative to"). Returns a list of matching issues. Scan GitHub issues for user frustration or churn signals

Observed, not estimated

778ms average. Fast in production.

GitHub is checked daily against the live service.

Daily averagePeak 961ms
Aug 20Today
Fastest day
655ms
Slowest day
961ms
14-day trend
Stable+4%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 17 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of GitHub, so you can see the experience inside your AI.

It does not authenticate your account with GitHub. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

GitHub Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_09VN4PRjttqUr5AJVJeakra5JvHOVxjxe9UF08Zc/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — GitHub capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "github-market-intelligence-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_09VN4PRjttqUr5AJVJeakra5JvHOVxjxe9UF08Zc/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions GitHub owners ask.

  • 01

    How do I find my GitHub Personal Access Token?

    Go to your GitHub account settings, under Developer Settings > Personal access tokens, and create a new fine-grained token. Ensure it has read and write permissions for the repositories and discussions you want to target.

  • 02

    Can the agent post replies automatically?

    Yes. Using the engagement capabilities, your agent can write and post Markdown replies directly into community issues or discussions.

  • 03

    How does the competitor scanning work?

    The capability iterates through recent issues and discussions in specific competitor repositories, filtering for exact keywords like 'alternative', 'slow', or 'pricing'. It's highly efficient for finding interception points.