Developer Tools & Devops · GitHub + Claude
GitHub MCP with Claude: Faster Code Reviews and Issue Tracking
The short answer
Claude works with GitHub through the Model Context Protocol (MCP), a secure standard that lets Claude read repositories, review pull requests and track issues. Access uses GitHub's OAuth sign-in, and your team controls which actions Claude can take and which need approval.
What is GitHub?
GitHub is a code hosting platform where software teams store their code, track versions and collaborate on projects. It brings repositories, pull requests, issues and team workflows into one place. Developers, engineering managers, quality teams and technical leads use it daily to build, review and release software together.
How Claude connects to GitHub through MCP
The Model Context Protocol is an open standard that lets Claude use other software securely, with permissions your organisation controls. Think of it as a universal adapter between Claude and the tool. For GitHub, the connection uses an MCP server, either GitHub's own or a secure managed connector, so Claude can work inside your repositories without copying code anywhere it should not go.
Once connected, Claude can read repositories, summarise pull requests, check open issues, and draft review comments. It can also help create or update issues and automate routine code workflows, all through plain-language requests from your team.
Permissions and approvals keep people in charge. Access is granted through OAuth sign-in and limited to the repositories and actions you choose. Consequential steps, such as merging code or changing settings, can require a named person to approve before anything happens, and every action is recorded in audit logs.
What you can automate
Pull request summaries for busy reviewers
Engineering managers often open a dozen pull requests a day. Claude can read each change and produce a short summary covering what changed, what risks to check and which files need the closest look. Reviewers spend less time getting oriented and more time on the decisions that matter.
Issue triage and tracking
New issues arrive from customers, testers and internal teams with uneven detail. Claude can review incoming issues, suggest labels and priority, flag duplicates and point out missing information. Product owners see a clearer backlog without someone sorting it by hand each morning.
Draft review comments for quality teams
Quality engineers check code against team standards again and again. Claude can draft review comments that point to specific lines and reference the agreed standard. The reviewer edits and posts them, keeping judgement with the person while saving time on repetitive feedback.
Release note preparation
Before each release, someone must collect merged changes and write clear notes for customers and support staff. Claude can gather merged pull requests and closed issues for a chosen period and draft grouped release notes. Release managers then check accuracy and publish.
Onboarding help for new developers
New team members need to understand how a codebase is organised and where things live. Claude can answer questions about repository structure, recent decisions recorded in issues, and contribution guidelines. This shortens the time before a new starter makes a useful first contribution.
An end-to-end workflow: Customer-reported bug to fixed release
TriggerA customer support ticket is marked as a software bug in the ticketing system.
Claude reads the ticket and creates a linked GitHub issue with the steps to reproduce and the customer's account reference.
Claude searches existing issues and recent pull requests to flag possible duplicates or related earlier fixes.
Claude summarises the likely affected files and posts the summary on the issue for the developer on call.
When a pull request is opened for the fix, Claude drafts a review summary for the reviewer.
After a named approver signs off the merge, Claude updates the issue and records the release note.
Support receives a message to tell the customer the fix is live.
OutcomeBugs move from customer report to tracked fix with less manual copying between systems, and every step is visible in the audit trail. Typical teams report fewer lost reports and quicker triage, though results depend on your existing process.
How we set it up
Free automation audit
We review how your team uses GitHub today and identify the review, triage and release workflows worth automating first. You leave with a clear plan and no obligation.
Secure connection
We connect Claude to your GitHub organisation using OAuth sign-in, with access limited to the repositories and permissions you approve. We use GitHub's official MCP server where it fits your setup, or a secure managed connector.
Workflow design
We design the end-to-end workflow across GitHub and your other systems, such as Microsoft 365, your ticketing tool or your CRM. Consequential actions are mapped to named human approvers.
Testing with real cases
We test the workflow against past pull requests and issues from your own repositories, checking accuracy and tuning instructions until the output meets your team's standards.
Launch, monitoring and training
We launch with monitoring and audit logs turned on, then train your developers, reviewers and managers on how to use Claude safely and effectively.
Who benefits
- Engineering manager
- Gets clear summaries of pull requests and a steadier flow of reviews across the team.
- Developer
- Spends less time on routine triage and gathering context, and more time writing code.
- Quality assurance lead
- Receives consistent first-pass review comments that follow agreed standards.
- Product owner
- Sees a cleaner, better-prioritised issue backlog and more accurate release notes.
Security and control
- Access uses OAuth sign-in with least-privilege permissions, limited to approved repositories.
- Merges, deletions and settings changes require approval from a named person.
- Every action Claude takes is recorded in audit logs your team can review.
- Sensitive code and credentials are excluded from prompts and outputs by design.
- Monitoring alerts the team to unusual activity so issues can be stopped quickly.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can connect GitHub to Claude under their existing data protection and security policies. In India, deployments are designed to meet the Digital Personal Data Protection Act, 2023. Organisations in the UAE and Saudi Arabia are supported under their local data protection laws. We choose the hosting region for Claude based on your legal and contractual requirements.
Learn more about Claude and MCP
Anthropic's AI model and assistant.
Secure links between Claude and business tools.
How engineers build and change software with Claude.
Hosted agents that run multi-step work.
The open standard Claude uses to connect to tools.
Frequently asked questions
What does the GitHub MCP server do?
The GitHub MCP server is the connector that lets Claude securely work with your GitHub account. It exposes repositories, pull requests and issues in a standard form so Claude can read them and, where you allow it, take actions such as creating an issue or adding a comment. It acts as a controlled gateway, not open access.
Is it secure to connect GitHub to Claude?
Yes, when set up correctly. Access uses OAuth sign-in and is limited to the permissions you approve. Sensitive actions can require human approval, and all activity is logged. We also review your repository settings before launch to make sure access matches your security policy.
What can Claude do with GitHub once connected?
Typically, Claude can read repositories, summarise pull requests, review open issues, draft review comments and help prepare release notes. With approval, it can create or update issues and automate routine steps. The exact scope is set during design so it matches your team's needs.
How long does setup take?
Many teams are up and running within a few weeks. The timeline depends on how many repositories are involved, how complex the workflow is and how quickly your approvers and testers can review. The free automation audit gives you a realistic estimate for your setup.
Which GitHub plan or permissions are needed?
In general, you need an account with permission to authorise applications for the organisation and the repositories you want Claude to use. Your administrator approves the OAuth connection. We confirm the exact requirements for your plan during the audit.