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Connect Github Market Intelligence to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Turn GitHub activity into actionable growth signals.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 17 capabilities

We ship only the actions that matter.

Capability set01 / 05

01-04

4 capabilities in this set.

Part of 17 available through GitHub.

  1. 01

    Comment on issue

    Post a technical response to a specific GitHub issue using markdown.

  2. 02

    Comment on pr

    Submit markdown comments directly to a GitHub Pull Request.

  3. 03

    Create new issue

    Open a new issue or feature request on a repository with a title and markdown body.

  4. 04

    Get repo metrics

    Check a repository's health and activity levels to see if it is worth engaging with.

Capability set02 / 05

05-08

4 capabilities in this set.

Part of 17 available through GitHub.

  1. 05

    Get repo readme

    Pull the README markdown to help your agent understand a project's core purpose.

  2. 06

    Scan competitor issues

    Search a repository for open issues, bugs, and feature requests.

  3. 07

    Scan pull requests

    List open pull requests to find workflow bottlenecks or active community work.

  4. 08

    Scan repo stargazers

    Get a list of users who starred a repository to find potential leads.

Capability set03 / 05

09-11

3 capabilities in this set.

Part of 17 available through GitHub.

  1. 09

    Search code usage

    Search GitHub for specific code snippets, library imports, or configurations.

  2. 10

    Analyze issue context

    Read the full thread and all comments within a specific issue.

  3. 11

    Analyze tech stack

    Identify the primary programming languages and dependencies used in a repository.

Capability set04 / 05

12-14

3 capabilities in this set.

Part of 17 available through GitHub.

  1. 12

    Get org members

    List the public members of a GitHub organization to map out engineering teams.

  2. 13

    Get top contributors

    Retrieve the most active contributors and their profile URLs.

  3. 14

    Get trending repos

    Find repositories that are currently trending based on topic or language.

Capability set05 / 05

15-17

3 capabilities in this set.

Part of 17 available through GitHub.

  1. 15

    Get user contact

    Get profile details and contact information for a specific GitHub user.

  2. 16

    Scan recent releases

    Fetch the latest releases and changelogs to monitor competitor updates.

  3. 17

    Track churn signals

    Scan issues for specific keywords that indicate user frustration or interest in alternatives.

Real work

What teams actually run

01

Intercepting Churn

Your agent monitors competitor repos for keywords like 'alternative' to find users ready to switch.

02

Market Mapping

Your agent searches code usage to see which libraries or frameworks are being adopted by specific projects.

03

Targeted Outreach

Your agent identifies key contributors and organization members to help you find the right technical contacts.

04

Product Intelligence

Your agent tracks recent releases and changelogs to keep you updated on competitor feature launches.

Automate a task

Put GitHub to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

GitHub works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put GitHub to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

803ms average. Fast in production.

GitHub is checked daily against the live service.

Daily averagePeak 1405ms
Oct 3Today
Fastest day
658ms
Slowest day
1405ms
14-day trend
Improving-5%

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

Guided setup for Claude? Set up GitHub in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work GitHub owners hand off.

This MCP is built for technical teams looking to turn GitHub activity into a growth engine.

  • 01

    Founders & Growth Leads

    They use the agent to find users struggling with competitor capabilities and suggest their own solutions.

  • 02

    Developer Advocates

    They use the agent to find relevant discussions and engage with the community naturally.

  • 03

    Sales Engineers

    They use the agent to perform rapid audits of competitor repos and find customer pain points.

FAQ

Questions GitHub owners ask.

  • 01

    What do I need to use this MCP?

    You need a GitHub Personal Access Token that has permissions for repositories and discussions. You also need an MCP-compatible client like Claude, Cursor, or Windsurf.

  • 02

    How does this MCP handle my GitHub credentials?

    Vinkius hosts the MCP and manages your credentials securely. You connect your client once, and the connection remains ready to use.

  • 03

    Can my agent actually post comments on GitHub?

    Yes. The MCP includes capabilities like comment_on_issue and comment_on_pr that allow your agent to post markdown-formatted technical replies.

  • 04

    Is this just for finding bugs?

    No. While it can scan for bugs, it also finds trending repos, identifies tech stacks, maps out engineering teams, and tracks user churn signals.

  • 05

    Does this work with any AI client?

    It works with any client that supports the Model Context Protocol, including Claude, Cursor, and Windsurf.

  • 06

    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.

  • 07

    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.

  • 08

    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.

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