Read or update project constitution to define principles and constraints for project governance and structure.

Establish project principles and foundational guidelines using guided prompts to define core values and constraints for project specifications.

Create a Software Bill of Materials (SBOM) for project dependencies in CycloneDX or SPDX formats to document software components and their relationships.

Check if a decision aligns with your principles by searching principles files and semantic history for guidance.

Apply design patterns to solve software architecture challenges, including modular architecture, API integration, state management, and security best practices.

Apply design patterns to solve software architecture challenges, including modular architecture, API integration, state management, and security best practices.

Analyze and query the software development knowledge graph to extract insights, track project milestones, explore relationships, and understand decision histories. Use this tool for deep exploration and context-specific information retrieval.

Retrieve a comprehensive list of all projects in your Railway account, including project IDs, to streamline project discovery and management.

Retrieve project-wide coding standards and architecture guidelines to inform design decisions and resolve implementation uncertainties with this codebase's specific engineering principles.

Browse software products tracked for end-of-life information to discover available products and find software users inquire about. Returns product names, descriptions, and metadata.

Retrieve the four core WCAG 2.2 accessibility principles—Perceivable, Operable, Understandable, and Robust—to guide web content development.

Retrieve details of configured software RAID devices on an OpenMediaVault NAS system to monitor storage status and configuration.

Provides best practices guidance for designing, optimizing, and securing Apache Airflow workflows on Amazon MWAA, covering DAG patterns, performance, resource management, error handling, and security.

Create an exact copy of an existing GNS3 network simulation project with a new name, including all nodes and configurations.

Manage software project documentation workflow for requirements, design, and task specifications. Supports initialization, checking, skipping, confirmation, and task completion operations.

Access responsive design guidelines including breakpoints, mobile-first principles, and touch target rules for creating modern, accessible web pages.

Display configured principles from YAML/JSON files to guide AI decision-making and maintain alignment with established guidelines.

Retrieve a list of entities from the Datadog Software Catalog to monitor and manage your infrastructure components and services.

Create standardized README templates for various project types with best practices, including libraries, applications, CLI tools, APIs, and documentation.

Retrieve a list of all dashboards from Datadog to discover available dashboards and their IDs for further exploration.

Generate a Software Bill of Materials (SBOM) for npm projects to document dependencies and security components.

Retrieve all dashboards from Datadog to discover available dashboards and their IDs for further exploration and management.

Analyze code architecture to evaluate design patterns, SOLID principles, scalability, and security, providing improvement recommendations for better system design.

Register a project directory for code exploration by specifying the path, name, and description. Enables context-aware code analysis using tree-sitter for intelligent codebase access.

Retrieve random bird samples from the AviBase dataset for exploration and discovery purposes, with configurable count options.

Retrieve software end-of-life information for Cisco customers to identify which versions are approaching end-of-life and plan upgrades accordingly.

Create a new project within an organization by specifying name, organization ID, repository path, and description to establish project structure.

List and filter projects within an organization to track progress and manage hierarchical structures for technical project management.

Create comprehensive Product Requirements Documents (PRDs) from project ideas using AI analysis and industry best practices to define requirements clearly.

Create comprehensive Product Requirements Documents (PRDs) from project ideas using AI analysis and industry best practices for GitHub project management.

Check element correctness and best practices for personas, skills, templates, agents, memories, or ensembles in DollhouseMCP's AI persona management system.

Search and discover vetted AWS architecture patterns that combine multiple services to implement common use cases with built-in AWS Well-Architected best practices.

Discover available Polarion projects to identify correct project IDs for requirements management operations and verify system authentication.

List all projects in your Railway account to get an overview, find project IDs, and manage your infrastructure.

Create and manage project knowledge graphs by adding entities, relationships, and observations. Organize projects, tasks, milestones, and team members while tracking dependencies, statuses, and priorities for structured project management.

Retrieve detailed, formatted information about software development entities like projects, components, features, and tasks. Understand entity relationships, project structure, task dependencies, and milestone progress for informed decision-making.

Retrieve detailed administration documentation for Splunk topics like indexes, authentication, and security. Provides configuration guides, management procedures, and best practices for system administration.

List all projects in your Railway account to get an overview, find project IDs, and manage infrastructure.

Search framework-specific UI/UX guidelines and best practices for Flutter, React, Vue, SwiftUI, and other development stacks to implement component patterns and state management.

Generate relevant code exploration queries to analyze project structure, dependencies, and patterns when starting with unfamiliar codebases.

Retrieve detailed profiles of legendary founders and investors to understand their identities, communication styles, core principles, decision-making frameworks, and practical use cases for educational purposes.

Retrieve separation principles for presenting model explanations alongside business context to combine deterministic outputs with AI-interpreted guidance.

Analyze budget balance and identify issues like overspending or missing savings to ensure adherence to Zero-Based Budgeting principles.

Read and analyze JSON files to explore data structure, understand schema, and get overviews of large datasets for initial data exploration.

Initiate a project management session to review active projects, prioritize high-impact tasks, track upcoming milestones, assess project health, and identify risks. Streamline workflows by sequencing tasks and maintaining continuity between sessions.

Query and analyze project management data to explore task dependencies, assess resource allocation, track milestones, and monitor project health across a knowledge graph.

Send tasks to an autonomous agent that handles complex software engineering work, including file operations, shell commands, codebase searches, and end-to-end project execution.

List all projects in your Railway account to get an overview, find project IDs, and manage your infrastructure.

Retrieve all projects in your Railway account to get an overview, find project IDs, and manage infrastructure.

Activate an archived Worksection project by providing its project ID to restore it for active use and task management.

Find beer and food pairings by searching beer styles or dish names. Get suggestions based on complement, contrast, and cleanse principles for optimal flavor combinations.