GitHub MCP — AI-Powered Code Review & Release Risk Intelligence

A new framework for building AI agents. Meet AI Skills in V7 Go.

See how it works

A new framework for building AI agents.

MCP

Your MCP for

GitHub

V7 Go acts as an AI-powered MCP within GitHub, enabling intelligent code review analysis, release risk scoring, and PR routing. New pull request in GitHub → AI analysis and intelligent action, all within your existing repository.

Your app

GitHub

Connect GitHub to V7 Go and automate code review workflows, repository management, and development intelligence with AI-powered coordination.

Operations

Code Review Automation

Pull Request Analysis

Repository Management

AI Engine (MCP)

V7 Go

Deploy AI agents inside GitHub to score release risk, analyse pull requests, and route code reviews to the right engineers automatically. V7 Go acts as the AI intelligence layer within your existing GitHub repositories.

Operations

Agentic AI

Document Automation

Workflow Orchestration

Example Workflow

GitHub

AI Code Review & Release Risk Intelligence

Popular workflows

Example

Input

New Pull Request

AI Agent

Output

Input

New Pull Request

New Event

Emit new event when an event with subscribed event source triggered on a target.

Pull Request

AI Agent

Assess & Route

Detect new pull request and extract title, description, and changed files

Analyse diff scope, complexity, and affected module surface area

Identify high-risk patterns: auth changes, API modifications, and DB migrations

Generate a structured code review brief with risk score and reviewer recommendations

Route PR to the correct reviewer with AI risk summary and priority flag

Analysis complete

Output

GitHub

Score PR risk, generate review brief, and route to the correct reviewer within GitHub

Create Issue

Create Issue Comment

All actions triggered by agent

See how V7 Go works inside GitHub to score PR risk and route code reviews automatically.

Agent Library

A library of

Agents

Agents

Agents

for every workflow

Meet the agents powering GitHub Code Review Intelligence

Popular workflows

Business Performance Analysis Agent

Business Performance Analysis Agent | Automate KPI Reporting | V7 Go

Business

Automated KPI Calculation

Multi-Source Data Consolidation

Trend & Outlier Identification

Add to workflow

Legal Risk Identification Agent

AI Legal Risk Identification Agent | Automate Risk Assessment | V7 Go

Legal

Contextual Risk Analysis

Liability & Indemnity Flagging

Customizable Risk Playbooks

Add to workflow

Business Performance Analysis Agent

Business Performance Analysis Agent | Automate KPI Reporting | V7 Go

Business

Automated KPI Calculation

Multi-Source Data Consolidation

Trend & Outlier Identification

Add to workflow

Legal Risk Identification Agent

AI Legal Risk Identification Agent | Automate Risk Assessment | V7 Go

Legal

Contextual Risk Analysis

Liability & Indemnity Flagging

Customizable Risk Playbooks

Add to workflow

Actions & Triggers

Build powerful automations with

GitHub

Pick from 100+ triggers and actions available.

Connect triggers from Zoom to powerful actions in your other business apps.

Popular workflows

Workflow triggers

master

Repository description

New Branch Created

Emit new event when a branch is created.

New Card in Column (Classic Projects)

Emit new event when a (classic) project card is created or moved to a specific column. For Projects V2 use `New Issue with Status` trigger.

New Collaborator

Emit new event when a collaborator is added

New Commit

Emit new event when commits are pushed to a branch

New Commit Comment

Emit new event when a commit comment is created

New Discussion

Emit new event when a discussion is created

New Fork

Emit new event when a repository is forked

New Gist

Emit new events when new gists are created by the authenticated user.

New Issue Comment

Emit new event when a new comment is added to an issue or pull request

Agents trigger automated actions in your apps

Create Branch

Create a new branch in a Github repo.

Create Gist

Allows you to add a new gist with one or more files.

Create Issue

Create a new issue in a Gihub repo.

Create Issue Comment

Create a new comment in a issue.

Create or Update File Contents

Create or update a file in a repository.

Create Pull Request

Creates a new pull request for a specified repository.

Create Repository

Creates a new repository for the authenticated user.

Create Workflow Dispatch

Creates a new workflow dispatch event.

Disable Workflow

Disables a workflow and sets the **state** of the workflow to **disabled_manually**.

Enable Workflow

Enables a workflow and sets the **state** of the workflow to **active**.

Using V7 Go to automate our diligence process led to a 35% productivity increase.
Centerline
The experience with V7 has been fantastic. Very customized level of support.
Alaris
V7 enables us to process complex documents at scale through an intuitive and powerful UI
Pinsent Masons
V7 Go enabled us to process financial statements 21x faster while also increasing accuracy by 54% .
Star Mountain

Using V7 Go to automate our diligence process led to a 35% productivity increase.
Centerline
The experience with V7 has been fantastic. Very customized level of support.
Alaris
V7 enables us to process complex documents at scale through an intuitive and powerful UI
Pinsent Masons
V7 Go enabled us to process financial statements 21x faster while also increasing accuracy by 54% .
Star Mountain

Get started

Ready to supercharge

your

GitHub

Ship with confidence every time

V7 Go + GitHub MCP delivers intelligent code review analysis and release risk scoring that helps engineering teams catch issues before they reach production.

30-minute session

Personalized setup

Live demonstration

Get started

Ready to supercharge

your

GitHub

Ship with confidence every time

V7 Go + GitHub MCP delivers intelligent code review analysis and release risk scoring that helps engineering teams catch issues before they reach production.

30-minute session

Personalized setup

Live demonstration

Get started

Ready to supercharge

your

GitHub

Ship with confidence every time

V7 Go + GitHub MCP delivers intelligent code review analysis and release risk scoring that helps engineering teams catch issues before they reach production.

30-minute session

Personalized setup

Live demonstration

Get started

Ready to supercharge

your

GitHub

Ship with confidence every time

V7 Go + GitHub MCP delivers intelligent code review analysis and release risk scoring that helps engineering teams catch issues before they reach production.

30-minute session

Personalized setup

Live demonstration

Security & safety

Enterprise-level security.
Keep your data private.

Enterprise security

Enterprise-grade compliance and scalability with end-to-end encryption and SOC 2 Type II certification.

Model transparency

Access to leading LLMs including GPT, Claude, and Gemini, with region-specific processing options.

No Training on your Data

Full control and ownership of your data, compliant with local regulations and internal policies.

Access control

Granular user roles and permissions across teams and projects for secure collaboration.

Security & safety

Enterprise-level security.
Keep your data private.

Enterprise security

Enterprise-grade compliance and scalability with end-to-end encryption and SOC 2 Type II certification.

Model transparency

Access to leading LLMs including GPT, Claude, and Gemini, with region-specific processing options.

No Training on your Data

Full control and ownership of your data, compliant with local regulations and internal policies.

Access control

Granular user roles and permissions across teams and projects for secure collaboration.

Security & safety

Enterprise-level security.
Keep your data private.

Enterprise security

Enterprise-grade compliance and scalability with end-to-end encryption and SOC 2 Type II certification.

Model transparency

Access to leading LLMs including GPT, Claude, and Gemini, with region-specific processing options.

No Training on your Data

Full control and ownership of your data, compliant with local regulations and internal policies.

Access control

Granular user roles and permissions across teams and projects for secure collaboration.

Security & safety

Enterprise-level security.
Keep your data private.

Enterprise security

Enterprise-grade compliance and scalability with end-to-end encryption and SOC 2 Type II certification.

Model transparency

Access to leading LLMs including GPT, Claude, and Gemini, with region-specific processing options.

No Training on your Data

Full control and ownership of your data, compliant with local regulations and internal policies.

Access control

Granular user roles and permissions across teams and projects for secure collaboration.

Help

Have questions?

Find answers.

Any more questions?

Talk to sales

How does V7 Go handle New Pull Request inside GitHub?

V7 Go acts as an AI intelligence layer directly within GitHub, analysing each New Pull Request in real time. The ai-project-tracking-agent extracts key signals, identifies patterns, and determines the optimal action — all within your existing GitHub workspace without any manual intervention.

Can I customise the AI Code Review & Release Risk Intelligence logic?

Absolutely. V7 Go's MCP configuration lets you define custom prompts, business rules, escalation thresholds, and decision criteria that match your exact software development workflows. No coding required — configure once and the AI adapts to your specific processes.

What happens when the AI needs human input?

V7 Go surfaces uncertain cases for human review with full AI reasoning shown. Your team reviews, approves, or overrides — and each decision trains the system to handle similar cases automatically going forward, making your software development workflows smarter over time.

How does the output get written back to GitHub?

V7 Go executes actions directly within GitHub using its native API — updating records, creating tasks, posting notes, or triggering downstream workflows — within seconds of the triggering event. No data leaves your GitHub environment unnecessarily.

Is my data secure with V7 Go MCP?

Yes. V7 Go processes all GitHub data within your secure infrastructure. Sensitive fields can be masked or excluded, and all data is encrypted in transit and at rest to enterprise security standards. V7 Go is SOC 2 compliant and respects your existing GitHub access controls.

How quickly will I see ROI from AI Code Review & Release Risk Intelligence?

Most teams see measurable time savings within the first week — fewer manual tasks, faster response times, and higher data quality. Strategic impact from better software development decisions typically compounds over the following months as the AI learns your specific patterns and priorities.

Partner program

Become a V7 Go Engineering Automation MCP Partner

Join our engineering partner ecosystem and help your clients automate code review, sprint health monitoring, and release intelligence workflows.