Linear MCP — AI-Powered Issue Intelligence & Sprint Health

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A new framework for building AI agents.

MCP

Your MCP for

Linear

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

Your app/MCP

Linear

Connect Linear to V7 Go and automate issue tracking, project management, and team collaboration workflows with intelligent AI coordination.

Operations

Issue Automation

Project Coordination

Team Notifications

Agentic AI

V7 Go

Deploy AI agents inside Linear to prioritise issues, detect sprint overload, and route work to the right engineers automatically. V7 Go acts as the AI intelligence layer within your existing Linear workspace.

Operations

Agentic AI

Document Automation

Workflow Orchestration

Example Workflow

Linear

AI Issue Intelligence & Sprint Health

Popular workflows

Example

Input

New Issue

AI Agent

Output

Input

New Issue

New Issue Created (Instant)

Triggers instantly when a new issue is created in Linear. Provides complete issue details including title, description, team, assignee, state, and timestamps. Supports filtering by team and project. See Linear docs for additional info

Linear Issue

AI Agent

Assess & Route

Detect new Linear issue and extract title, labels, priority, and assignee

Score issue priority based on labels, description signals, and project context

Identify sprint overload risks and recommend cycle rebalancing where needed

Route issue to the correct team member with an AI-generated context brief

Update issue with AI priority score and recommended milestone target

Analysis complete

Output

Linear

Score priority, rebalance sprint load, and route to correct engineer within Linear

All actions triggered by agent

See how V7 Go works inside Linear to prioritise issues and monitor sprint health automatically.

Agent Library

A library of

Agents

Agents

Agents

for every workflow

Meet the agents powering Linear Issue Intelligence

Popular workflows

Abstract gradient of pink, red, and purple.

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

Blue and teal abstract gradient background

Business Task Management Agent

AI Actionăpadă Item Extraction Agent | Automate Task Management | V7 Go

Business

Automated Action Item Extraction

Owner & Deadline Identification

Decision & Key Point Summarization

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

Business Task Management Agent

AI Actionăpadă Item Extraction Agent | Automate Task Management | V7 Go

Business

Automated Action Item Extraction

Owner & Deadline Identification

Decision & Key Point Summarization

Add to workflow

Actions & Triggers

Build powerful automations with

Linear

Pick from 100+ triggers and actions available.

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

Popular workflows

Workflow triggers

New Comment Created (Instant)

Triggers instantly when a new comment is added to an issue in Linear. Returns comment details including content, author, issue reference, and timestamps. Supports filtering by team. See Linear docs for additional info

New Issue Created (Instant)

Issue Updated (Instant)

Triggers instantly when any issue is updated in Linear. Provides complete issue details with changes. Supports filtering by team and project. Includes all updates except status changes. See Linear docs for additional info

Issue Status Updated (Instant)

Triggers instantly when an issue

New Project Update Written (Instant)

Triggers instantly when a project update (status report) is created in Linear. Returns update content, author, project details, and health status. Filters by team and optionally by project. See Linear docs for additional info

Project Updated (Instant)

Triggers instantly when a project is updated in Linear. Returns project details including name, description, status, dates, and team info. Supports filtering by specific teams. See Linear docs for additional info

Agents trigger automated actions in your apps

Create Issue

Creates a new issue in Linear. Requires team ID and title. Optional: description, assignee, project, state. Returns response object with success status and issue details. Uses API Key authentication. See Linear docs for additional info

Get Issue

Retrieves a Linear issue by its ID. Returns complete issue details including title, description, state, assignee, team, project, labels, and timestamps. Uses API Key authentication. See Linear docs for additional info

Get Teams

Retrieves all teams in your Linear workspace. Returns array of team objects with details like ID, name, and key. Supports pagination with configurable limit. Uses API Key authentication. See Linear docs for additional info

Search Issues

Searches Linear issues by team, project, assignee, labels, state, or text query. Supports pagination, ordering, and archived issues. Returns array of matching issues. Uses API Key authentication. See Linear docs for additional info

Update Issue

Updates an existing Linear issue. Can modify title, description, assignee, state, project, team, labels, priority, and dates. Returns updated issue details. Uses API Key authentication. See Linear docs for additional info

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

Linear

Ship faster with AI intelligence

V7 Go + Linear MCP delivers intelligent issue prioritisation and sprint health monitoring that helps engineering teams focus on the right work and hit every cycle goal.

30-minute session

Personalized setup

Live demonstration

Get started

Ready to supercharge

your

Linear

Ship faster with AI intelligence

V7 Go + Linear MCP delivers intelligent issue prioritisation and sprint health monitoring that helps engineering teams focus on the right work and hit every cycle goal.

30-minute session

Personalized setup

Live demonstration

Get started

Ready to supercharge

your

Linear

Ship faster with AI intelligence

V7 Go + Linear MCP delivers intelligent issue prioritisation and sprint health monitoring that helps engineering teams focus on the right work and hit every cycle goal.

30-minute session

Personalized setup

Live demonstration

Get started

Ready to supercharge

your

Linear

Ship faster with AI intelligence

V7 Go + Linear MCP delivers intelligent issue prioritisation and sprint health monitoring that helps engineering teams focus on the right work and hit every cycle goal.

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 Linear?

V7 Go acts as an AI intelligence layer directly within Linear, 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 Linear workspace without any manual intervention.

Can I customise the AI Issue Intelligence & Sprint Health 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 Linear?

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

Is my data secure with V7 Go MCP?

Yes. V7 Go processes all Linear 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 Linear access controls.

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

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.