Resources

MCP Resources provide browsable, read-only data that MCP clients can discover and subscribe to. They give AI assistants background context without requiring explicit tool calls.

Workflows

URI	repo://{owner}/{repo}/workflows
Type	Dynamic (ResourceTemplate)
MIME	application/json

Lists all workflow configurations in a repository with their current status. Returns JSON with workflow name, file path, state, last run status/conclusion, trigger event, and timestamp.

Failures

URI	repo://{owner}/{repo}/failures
Type	Dynamic (ResourceTemplate)
MIME	application/json

Recent failed runs (last 5) with full metadata including branch, commit SHA, trigger event, duration, actor, and URL. Provides immediate context for debugging conversations.

Patterns

URI	pipeline-doctor://patterns
Type	Static
MIME	application/json

Catalog of all 88 failure patterns grouped by category. Each entry includes the pattern ID, category, confidence score, description, and fix suggestion. Lets AI assistants explain what Pipeline Doctor can detect and helps users understand coverage.