Bring Your Own Tool (BYOT)

The AI that lives where builders work.

No new dashboards. No redundant data entry. AI Middle Manager utilizes the Model Context Protocol (MCP) to seamlessly sync your strategic vision directly into Jira, Linear, Slack, and GitHub.

Primary Conduits

Direct read/write access to your engineering reality.

Active Sync

Linear

Bi-directional issue tracking and project velocity mapping.

Configured

GitHub

PR sentiment analysis and automated code review summaries.

Monitoring

Slack

Real-time team sentiment extraction and blocker detection.

Connect

Jira

Legacy epic tracking and cross-departmental reporting.

Model Context Protocol

The AI Middle Manager speaks the language of your existing tools. Through MCP, we establish secure, real-time bidirectional communication with your entire engineering stack.

Native tool integration - no middleware required
Real-time event streaming and processing
Secure credential management via environment variables
Custom webhook support for proprietary tools

mcp_config.yaml

integrations:
  linear:
    api_key: ${LINEAR_API_KEY}
    sync_mode: bidirectional
    
  github:
    webhook_secret: ${GITHUB_SECRET}
    events: [pr, issue, commit]
    
  slack:
    bot_token: ${SLACK_BOT_TOKEN}
    channels: [dev-updates]