MCP Linear Server
v1.0.0Community
Community-maintained MCP server for Linear project management integration. Enables AI models to create, read, update issues, manage projects, track cycles, and coordinate teams. Essential for AI-powered software development workflows, sprint planning, and issue tracking automation.
Trust Vector Analysis
Dimension Breakdown
🚀Performance & Reliability+
Operation success rate testing
Search quality testing
Sync reliability testing
Performance benchmarking
Error handling testing
🛡️Security+
Authentication mechanism review
Token security analysis
Operation authorization testing
Access control testing
Deletion risk assessment
Audit logging review
🔒Privacy & Compliance+
Data flow analysis
User privacy assessment
Structure privacy assessment
Data sharing analysis
Attachment privacy assessment
👁️Trust & Transparency+
Documentation completeness review
Logging and traceability assessment
Source code review
API documentation review
⚙️Operational Excellence+
Setup complexity assessment
Performance benchmarking
Reliability analysis
Feature coverage assessment
Community support assessment
- +Comprehensive Linear integration (issues, projects, cycles, teams)
- +Built on fast and reliable GraphQL API
- +Excellent for agile development and sprint planning workflows
- +Comprehensive activity logging and audit trail
- +Open source community implementation
- +Real-time updates via webhooks and subscriptions
- !Issue titles, descriptions, and comments exposed to LLM provider
- !AI can create, modify, and close issues within permissions
- !Team member information and activity data accessible
- !Project roadmaps and sprint planning data may be revealed
- !Issue attachments and links accessible
- !Requires careful team permission configuration
Use Case Ratings
code generation
Excellent for issue-driven development and sprint planning automation
customer support
Good for support ticket tracking and customer issue management
content creation
Moderate applicability for content project tracking
data analysis
Good for sprint analytics, velocity tracking, and team metrics
research assistant
Useful for research task tracking and project organization
legal compliance
Risk of exposing confidential project information
healthcare
Risk of exposing healthcare project details
financial analysis
Moderate risk for financial project management
education
Good for managing educational project assignments
creative writing
Useful for tracking writing projects and story tasks