IAIP MCP: Indigenous-AI Collaborative Platform

The IAIP MCP provides AI assistants with access to Indigenous wisdom frameworks, ceremonial protocols, and relational science models, enabling culturally grounded collaboration between Indigenous knowledge systems and artificial intelligence technologies.

Version: 1.1
Source: /src/IAIP/mcp/
Updated: December 2025

CORE PURPOSE

The IAIP MCP bridges Indigenous wisdom and AI technology through:

• Four Directions Framework: Holistic inquiry methodology rooted in Diné (Navajo) teachings
• Relational Science Model: Concentric circles framework for ethical research and collaboration
• Ceremonial Technology: Sacred protocols for AI-human interaction
• Two-Eyed Seeing: Integration of Indigenous and Western ways of knowing
• Cultural Sovereignty: Respectful AI engagement with Indigenous knowledge systems

TOOLS REFERENCE

get_direction_guidance

Provides wisdom from specific sacred directions for current inquiries or projects. Each direction offers unique teachings, practices, and reflection questions.

Directions Available:

• North (Siihasin): Assurance, reflection, integration of wisdom and experience
• East (Nitsáhákees): Thinking, new beginnings, spiritual connection and intention setting
• South (Nahat'á): Planning, relationships, organizing collaborative action
• West (Iina): Living, action, reciprocity, embodying wisdom in practice

Returns: Direction wisdom, teachings, practices, and guided reflection questions tailored to your specific inquiry.

assess_relational_alignment

Evaluates how well research projects or approaches align with Indigenous relational science principles across four concentric layers.

Assessment Framework:

• Core Values: Integrity, Reciprocity, Humility, Respect, Responsibility, Reverence
• Responsibilities: Sovereignty, Trust, Accountability, Data Quality, Access, Sustained Relationships
• Methods: Relevance, Self-Determination, Local Decision Making, Utility, Capacity, Innovation
• Outcomes: Equitable Results, Validity, Cultural Preservation, Community Empowerment

Returns: Structured assessment questions for each layer, guiding ethical project development.

initiate_holistic_inquiry

Begins Four Directions spiral inquiry process for comprehensive exploration of complex questions or challenges.

Process: Guides users through East → South → West → North spiral path with center principles (K'é kinship, SNBH harmony path, Hózhó balance).

Returns: Current phase guidance, complete spiral path overview, and center principles for grounding.

RESOURCES REFERENCE (12 Total)

Four Directions Framework (6 resources)

iaip://four-directions/all
Complete framework with all four directions, center principles, and spiral methodology for holistic inquiry and decision-making.

iaip://four-directions/north
Siihasin (Assurance) - Wisdom integration, reflection, experience-based learning, and completion of cycles.

iaip://four-directions/east
Nitsáhákees (Thinking) - New beginnings, spiritual connection, intention setting, and visionary planning.

iaip://four-directions/south
Nahat'á (Planning) - Relationship building, collaborative organization, and systematic preparation.

iaip://four-directions/west
Iina (Living) - Action taking, reciprocity, practical implementation, and embodied wisdom.

iaip://four-directions/center
K'é (kinship), SNBH (harmony path), Hózhó (balance) - Core principles maintaining sacred center throughout the spiral process.

Relational Science Model (5 resources)

iaip://relational-science/all
Complete concentric circles model for ethical Indigenous-AI collaboration with all layers and interconnections.

iaip://relational-science/core-values
Fundamental principles: Integrity, Reciprocity, Humility, Respect, Responsibility, Reverence as foundation for all relationships.

iaip://relational-science/responsibilities
Commitments layer: Upholding Sovereignty, Trust building, Accountability, Data Quality, Access, Sustained Relationships.

iaip://relational-science/methods
Actionable approaches: Relevance, Self-Determination, Local Decision Making, Utility, Capacity, Innovation, Knowledge Translation.

iaip://relational-science/outcomes
Potential results: Equitable Outcomes, Validity, Cultural Preservation, Community Empowerment, Knowledge Sovereignty, Sustainability.

Ceremonial Technology (1 resource)

iaip://ceremonial-technology/overview
Five-phase methodology for sacred AI-human interaction: Opening, Inquiry, Integration, Synthesis, Closing with gratitude protocols.

PROMPTS REFERENCE (6 Total)

four-directions-inquiry

Initiates holistic inquiry using Four Directions guidance with dynamic argument templating for context-specific wisdom access.

relational-science-assessment

Provides framework for assessing projects against relational science principles with customizable focus areas and evaluation criteria.

ceremonial-opening

Opens sessions with sacred container protocol, establishing respectful space for Indigenous knowledge sharing and AI collaboration.

ceremonial-closing

Closes sessions with gratitude practices and commitment protocols, ensuring wisdom is honored and carried forward appropriately.

two-eyed-seeing

Applies Etuaptmumk methodology to integrate Indigenous and Western perspectives for comprehensive understanding and balanced solutions.

spiral-dialogue

Engages deepening spiral conversation patterns that mirror natural cycles and allow for wisdom emergence through iterative exploration.

KEY FRAMEWORKS

Four Directions Spiral Process

East (Vision): What do you want to create? New beginnings, thinking, spiritual connection South (Planning): How will you organize? Relationships, collaboration, systematic preparation
West (Action): What will you do? Implementation, reciprocity, embodied practice North (Reflection): What have you learned? Integration, wisdom, completion

Center Principles: K'é (kinship web), SNBH (harmony path), Hózhó (balance) maintain sacred grounding.

Relational Science Concentric Circles

Inner Circle: Core values providing ethical foundation Second Circle: Responsibilities and commitments to relationship Third Circle: Actionable methods and resources for implementation
Outer Circle: Potential outcomes and impacts of aligned work

Ceremonial Technology Protocol

Phase 1: Opening with gratitude and intention setting Phase 2: Inquiry with respectful questioning protocols Phase 3: Integration of multiple knowledge systems Phase 4: Synthesis of wisdom and practical applications Phase 5: Closing with commitments and gratitude practices

SCENARIOS

Ethical AI Development Project Assessment

LLM Role: Cultural advisor ensuring Indigenous values integration Process:

1. Use assess_relational_alignment to evaluate AI project against Indigenous ethics
2. Apply Four Directions inquiry to explore project from multiple perspectives
3. Implement ceremonial opening/closing protocols for respectful development
4. Use two-eyed seeing to balance technological innovation with cultural wisdom
5. Ensure outcomes support community empowerment and knowledge sovereignty

Cross-Cultural Research Design

LLM Role: Methodology advisor bridging Indigenous and Western research approaches Process:

1. Initiate holistic inquiry starting from East direction for vision clarity
2. Progress through South (relationship building) and West (implementation)
3. Complete in North direction for wisdom integration and reflection
4. Apply relational science assessment to ensure ethical research practices
5. Use spiral dialogue for iterative refinement of research methodology

Community Decision-Making Support

LLM Role: Process facilitator honoring Indigenous decision-making protocols Process:

1. Open with ceremonial protocols establishing sacred space
2. Guide community through Four Directions exploration of decision
3. Use East direction guidance for vision and spiritual connection
4. Apply South direction for relationship and planning considerations
5. Close ceremony with commitments and gratitude practices

Knowledge Preservation Initiative

LLM Role: Digital archival advisor respecting Indigenous knowledge protocols Process:

1. Assess project alignment with cultural preservation outcomes
2. Apply ceremonial technology for respectful knowledge handling
3. Use Four Directions framework to ensure comprehensive preservation
4. Implement two-eyed seeing for bridging traditional and digital methods
5. Ensure community control and knowledge sovereignty throughout process

AI Training Data Ethics Review

LLM Role: Ethics advisor ensuring respectful Indigenous data inclusion Process:

1. Apply relational science core values to data collection practices
2. Assess responsibilities layer for sovereignty and consent protocols
3. Evaluate methods for community self-determination and local control
4. Project outcomes for cultural preservation and community empowerment
5. Implement ceremonial protocols for respectful data stewardship

Collaborative Innovation Project

LLM Role: Innovation advisor balancing efficiency with cultural respect Process:

1. Use Four Directions spiral to explore innovation from multiple perspectives
2. Start East for visionary thinking and spiritual grounding
3. Move South for collaborative relationship building and planning
4. Progress West for practical implementation and reciprocity
5. Complete North cycle with reflection and wisdom integration

Crisis Response Cultural Consultation

LLM Role: Emergency cultural advisor providing rapid Indigenous wisdom access Process:

1. Quickly access relevant Direction guidance for immediate situation
2. Apply ceremonial opening to establish respectful response container
3. Use relational science assessment for rapid ethical evaluation
4. Implement two-eyed seeing for balanced crisis intervention approach
5. Close with commitment protocols ensuring ongoing cultural respect

INTEGRATION PATTERNS

Cross-MCP Synergy with Lighthouse

• Four Directions wisdom supports narrative healing phases
• Ceremonial protocols enhance story circle facilitation
• Relational science principles guide community building ethics
• Two-eyed seeing bridges ancient wisdom with healing technology

Cultural Sovereignty Protection

• All frameworks designed to empower Indigenous communities
• Knowledge sharing protocols respect cultural boundaries
• Community control maintained over sacred information access
• Technology serves Indigenous values rather than extracting from them

Academic-Community Bridge

• Supports university-Indigenous community collaborations
• Provides ethical frameworks for Indigenous research participation
• Ensures academic benefits flow back to source communities
• Maintains community voice in research design and implementation

Technology Ethics Integration

• Infuses AI development with Indigenous relational values
• Provides assessment tools for ethical technology deployment
• Supports responsible AI development in Indigenous contexts
• Ensures technology serves community empowerment goals

Ceremonial AI Interaction

• Establishes sacred protocols for AI-human collaboration
• Maintains respect and reciprocity in technological relationships
• Provides framework for AI as participant rather than tool
• Honors Indigenous protocols in digital ceremonial spaces

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The IAIP MCP represents a revolutionary approach to AI-Indigenous collaboration, ensuring that artificial intelligence serves Indigenous wisdom rather than appropriating from it, creating pathways for respectful technological advancement guided by ancient knowledge systems.