Jira MCP — AI-Powered Sprint Intelligence & Issue Triage

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

Jira

V7 Go acts as an AI-powered MCP within Jira, enabling intelligent issue triage, sprint health monitoring, and team routing. New issue in Jira → AI analysis and intelligent action, all within your existing project board.

Your app

Jira

Connect Jira to V7 Go and automate issue tracking, project management, and workflow coordination with intelligent AI agents.

Operations

Issue Automation

Workflow Routing

Team Notifications

AI Engine (MCP)

V7 Go

Deploy AI agents inside Jira to triage issues, monitor sprint health, and route tickets to the right team automatically. V7 Go acts as the AI intelligence layer within your existing Jira boards.

Operations

Agentic AI

Document Automation

Workflow Orchestration

Example Workflow

Jira

AI Sprint Intelligence & Issue Triage

Popular workflows

Example

Input

New Issue

AI Agent

Output

Input

New Issue

New Issue Created Event (Instant)

Emit new event when an issue is created. Note that Jira supports only one webhook, if more sources are needed please use `New Event` source and select multiple events.

Jira Issue

AI Agent

Triage & Prioritise

Detect new Jira issue and extract title, description, and reporter context

Classify issue as bug, feature request, or technical debt with severity scoring

Assess sprint capacity and flag overload risks for the assigned team

Route issue to the correct engineer based on expertise and current workload

Add AI triage comment with priority recommendation and suggested labels

Analysis complete

Output

Jira

Classify severity, route to correct engineer, and post AI triage comment within Jira

Create Issue

Add Comment To Issue

Transition Issue

All actions triggered by agent

See how V7 Go works inside Jira to triage issues and monitor sprint health automatically.

Agent Library

A library of

Agents

Agents

Agents

for every workflow

Meet the agents powering Jira Sprint 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

Jira

Pick from 100+ triggers and actions available.

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

Popular workflows

Workflow triggers

New Event

Emit new event when an event with subscribed event source triggered,

New Issue Created Event (Instant)

Emit new event when an issue is created. Note that Jira supports only one webhook, if more sources are needed please use `New Event` source and select multiple events.

New Issue Deleted Event (Instant)

Emit new event when an issue is deleted. Note that Jira supports only one webhook, if more sources are needed please use `New Event` source and select multiple events.

New Issue Updated Event (Instant)

Emit new event when an issue is updated. Note that Jira supports only one webhook, if more sources are needed please use `New Event` source and select multiple events.

Agents trigger automated actions in your apps

Add Attachment To Issue

Adds an attachment to an issue,

Add Comment To Issue

Adds a new comment to an issue,

Add Multiple Attachments To Issue

Adds multiple attachments to an issue,

Add Watcher To Issue

Adds a user as a watcher of an issue by passing the account ID of the user, For example, `5b10ac8d82e05b22cc7d4ef5`, If no user is specified the calling user is added.

Assign Issue

Assigns an issue to a user.

Create Custom Field Options (Context)

Create a context for custom field options.

Create Issue

Creates an issue or, where the option to create subtasks is enabled in Jira, a subtask,

Create Jira Version in project

Creates a project version.,

Delete Project

Deletes a project,

Get All Projects

Gets metadata on all projects,

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

Jira

Triage every issue instantly

V7 Go + Jira MCP delivers intelligent issue triage and sprint health monitoring that keeps your engineering team moving at full velocity without backlog bottlenecks.

30-minute session

Personalized setup

Live demonstration

Get started

Ready to supercharge

your

Jira

Triage every issue instantly

V7 Go + Jira MCP delivers intelligent issue triage and sprint health monitoring that keeps your engineering team moving at full velocity without backlog bottlenecks.

30-minute session

Personalized setup

Live demonstration

Get started

Ready to supercharge

your

Jira

Triage every issue instantly

V7 Go + Jira MCP delivers intelligent issue triage and sprint health monitoring that keeps your engineering team moving at full velocity without backlog bottlenecks.

30-minute session

Personalized setup

Live demonstration

Get started

Ready to supercharge

your

Jira

Triage every issue instantly

V7 Go + Jira MCP delivers intelligent issue triage and sprint health monitoring that keeps your engineering team moving at full velocity without backlog bottlenecks.

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 Issue inside Jira?

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

Can I customise the AI Sprint Intelligence & Issue Triage 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 Jira?

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

Is my data secure with V7 Go MCP?

Yes. V7 Go processes all Jira 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 Jira access controls.

How quickly will I see ROI from AI Sprint Intelligence & Issue Triage?

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.