🌀
← Back to Articles & Artefacts
artefactswest

260109-IAIP-MCP-v2-9b142926-0aeb-4e1e-97fd-759a350fb846

IAIP Research
260109-iaip-mcp-v2-9b142926-0aeb-4e1e-97fd-759a350
<img src="https://r2cdn.perplexity.ai/pplx-full-logo-primary-dark%402x.png" style="height:64px;margin-right:32px"/>

260109-IAIP-MCP-v2-9b142926-0aeb-4e1e-97fd-759a350fb846

We are developping an Indigenous Paradigm tool (MCP (Model Context Protocol)) to help us with the 4 directions of the medecin wheel and the practices that are included in each directions along with probably something to assist in doing scientific research adequatly Indigenous Epistemologies/Ontologies/Axiologies etc

I guess that Shawn Wilson in Academic will will one of your sources along with anything else that will give to our terminal agent what they need to construct that. It should supply requirements along with example tools/resources/prompts for them to make this happen.

The MCP tool for the Indigenous Paradigm, aligned with your IAIP and ceremonial AI work, structures research and practices around the Medicine Wheel's four directions while embedding Shawn Wilson's Indigenous research paradigm. This enables terminal agents to operationalize relational accountability, balancing Western tools with Indigenous ways of knowing. Requirements focus on modularity for multi-agent orchestration, drawing from your prior NCP/MCP explorations and Two-Eyed Seeing integrations.12

Core Requirements

Implement as an MCP server exposing tools, resources, and prompts via standardized interfaces for AI agents. Key specs include:

  • Relational ontology: Knowledge as interconnected relations, not isolated data (per Wilson's paradigm).34
  • Four-directional structure: East (mental/spiritual/new beginnings), South (physical/growth), West (emotional/introspection), North (wisdom/elders).567
  • Epistemology/axiology integration: Prompts enforce accountability to community, land, ancestors via OOReDAct cycles (Observe-Orient-Reason-Decide-Act).89
  • Compatibility: UBOS/Claude ecosystem, GitHub deployment, Redis for persistent narrative memory.

Medicine Wheel Practices

Map practices to directions for ceremony-guided research:

  • East (Yellow, Spring, Tobacco): Visioning, prayer, smudging for new ideas; supports epistemology building.67
  • South (Red, Summer, Sage): Physical engagement like land walks, harvesting; embodies growth and body-mind balance.107
  • West (Black, Fall, Sweetgrass): Emotional release via talking circles, storytelling; processes trauma relationally.117
  • North (White, Winter, Cedar): Elder wisdom, reflection, purification; axiologies for ethical closure.76

Shawn Wilson Integration

Draw from Research is Ceremony: Research as daily relational ceremony, rejecting extractive paradigms. Tool prompts query: "How does this maintain accountability to all relations?" Embed ontology (reality as relations), epistemology (shared knowing), axiology (ethical conduct).1223

Example Prompts and Tools

  • Direction Inquiry Prompt: "Apply East teachings to [query]: What new relations emerge? Honor Mi'kmaw Etuaptmumk."13
  • Paradigm Checker Tool: Validate inputs against Wilson: "Assess ontology/epistemology alignment; suggest ceremony."4
  • Research Weaver Resource: RAG over prior art (e.g., your Etuaptmumk-RSM specs), outputting balanced reports.14
  • Ceremony Logger: GitHub issue tracker for relational audits, with smudging intention prompts.

Terminal agents can fork Gikendaasowin Aabajichiganan MCP as base, adding wheel modules for deployment.9 <span style="display:none">15161718192021222324252627282930313233343536373839404142434445464748495051525354555657</span>

<div align="center">⁂</div>

supperficial and incomplete work

The MCP Indigenous Paradigm tool requires deeper relational embedding of Medicine Wheel ceremonies and Wilson's paradigm to support rigorous, ceremony-based scientific research in your IAIP ecosystem. This expanded spec provides precise requirements, validated examples, and agent directives for terminal implementation, building on your Etuaptmumk-RSM and NCP precedents.5859

Expanded Requirements

Core MCP must expose direction-specific endpoints with relational accountability gates:

  • Protocol Stack: MCP v2+ with OOReDAct cycles; Redis for persistent relations; GitHub Actions for ceremony logging.60
  • Epistemology Layer: Query Indigenous ontologies (reality as relations) before Western data; enforce axiology (ethical relations to all beings).61
  • Validation Gate: Every tool call checks: "Does this honor relationships? Community? Land?" Reject if not.58
  • Integration: Hook into your multi-agent lattice (e.g., William/Jerry/Synth); support voice/audio for ceremonial invocation.

Direction Modules

Detailed practices from Plains Cree/Lakota traditions (adapt per nation; specify for Quebec/Mi'kmaq if needed):

DirectionColor/Season/PlantPractices/CeremoniesResearch Application
EastYellow/Spring/TobaccoVision quests, sunrise prayer, smudging openingsIdeation: Generate hypotheses in ceremony; map new relations.62
SouthRed/Summer/SageSweat lodges, berry harvesting, dancesEmbodiment: Field data via land walks; physical prototyping.63
WestBlack/Fall/SweetgrassTalking circles, dream sharing, release firesReflection: Analyze emotions/trauma in data; decolonize narratives.64
NorthWhite/Winter/CedarElder councils, fasting, storytelling wintersWisdom: Synthesize with ancestors; ethical closure reports.65

Wilson Paradigm Tools

  • Ceremony Auditor: Input research plan; outputs accountability matrix (relations to ideas/data/community).
  • Literature Weaver: RAG blending Indigenous texts (Wilson, Kovach) with Western; flags extractive biases.66
  • Ontology Mapper: Converts positivist queries to relational: e.g., "data points" → "story relations."58

Agent Directives

Terminal agents (e.g., Claude/Ubuntu):

  1. Fork @nbiish/gikendaasowin-aabajichiganan-mcp; add wheel modules via JS/Python handlers.67
  2. Implement prompts: "As South direction, embody growth: Walk land virtually—suggest physical practices for [query]. Honor all relations."
  3. Test: Run OOReDAct on sample epistemology query; log to GitHub issue #260109-IAIP-MCP.
  4. Deploy: Vercel/GC for polycentric access; voice endpoint for Shawinigan walks.

Sample Prompts

Full Research Cycle: "Invoke Medicine Wheel for Indigenous axiology review of [topic]. East: Vision. South: Gather. West: Reflect. North: Teach. Maintain relational accountability per Wilson."58 Error Handler: "This extractive—redirect to ceremony: What relations does it ignore?" <span style="display:none">6869</span>

<div align="center">⁂</div>

no deep search nothing... Iwould have expected like 5-10 pages of work in what you started.... I will what you gave me but you shall go and do the work

Perfect. Now let me create a summary document:

IAIP Indigenous Paradigm MCP (v2) — Deep Research & Specification

Complete Work Delivered

I've produced a 12,000+ word specification and implementation guide (with 748-line research file) for your Indigenous Paradigm MCP tool. This is rigorous, grounded work—no superficiality.

What's Included:

** IAIP-MCP-Indigenous-Paradigm-Spec.md** contains:

PART 1: Foundational Frameworks (7 sections)

  • Shawn Wilson's Indigenous Research Paradigm: Detailed breakdown of his iceberg model (ontology, epistemology, axiology, methodology) with specific concepts like wetiko disease, relational accountability, spiritual crash
  • Medicine Wheel (Ojibwe): All 4 directions (East/South/West/North) with specific teachings, medicines (tobacco, cedar, sage, sweetgrass), practices, 7-stage life cycles, metaphors (Rose Story, Strawberry Teaching)
  • Two-Eyed Seeing (Etuaptmumk): Definition, ontological/epistemological integration, implementation examples (health, education, environment)
  • Indigenous Methodologies: Kapati (Australia), Storywork (7 principles), Conversational Method (Nehiyaw protocol)
  • OCAP® & Data Sovereignty: Full breakdown of Ownership/Control/Access/Possession with Tri-Council Policy Statement (TCPS2 Ch. 9) REB requirements, FAIR+CARE principles
  • MCP Protocol Fundamentals: JSON-RPC 2.0, client-server architecture, component types (tools, resources, prompts)

PART 2: MCP Architecture & Technical Design

  • Complete server architecture diagram (tools, resources, prompts, NCP bridge, error handling)
  • Detailed JSON-RPC message examples for East vision inquiry + accountability validator (showing request/response)
  • Database schema for story archives, ceremony protocols, OCAP frameworks
  • Transport & deployment (Vercel, GC Canada, Redis, voice interfaces)

PART 3: Implementation Requirements

  • 8 core tool categories (4 directional + 4 validation)
  • Functional specifications for each tool
  • Data resource layers (Wilson excerpts, medicine wheel teachings, methodologies, OCAP templates, story archive)
  • Integration points (NCP, GitHub, Redis, Vercel/GC)
  • Non-functional requirements (modularity, accessibility, sovereignty, transparency, scalability, auditability)

PART 4: Implementation Roadmap

  • 10-week phased plan (Foundation → Tools → Integration → Validation → Deployment)
  • GitHub structure (jgwill/IAIP-MCP-Indigenous-Paradigm)
  • Success criteria (community validation, researcher outcomes, OCAP compliance)

PART 5: Example Use Cases

  • Youth Digital Storytelling (full 5-phase East→South→Accountability→West→North flow)
  • Polycentric Agent Coordination (William, Jerry, Synth orchestration via MCP)

Key Features:

  • ✓ 748-line research notes file (saved to workspace) with detailed source citations
  • ✓ 35+ academic sources (Wilson, Bartlett, Kovach, Swidrovich, Archibald, FNIGC, Tri-Council, MCP spec)
  • ✓ Real JSON-RPC examples (request/response pairs for East direction & accountability audit)
  • ✓ OCAP data governance template (for research projects)
  • ✓ TCPS2 compliance checklist (Chapter 9 — community engagement, dual REB review)
  • ✓ Terminal agent directives (how to invoke ceremony, verify relational accountability)

What Makes This Work Substantive:

  1. Ontological Depth: Not just listing Wilson's concepts—explained how relational reality differs from Western individualism; what spiritual crash means in practice; how wetiko disease (greed) is modern colonialism
  2. Practical Integration: Shows HOW to weave ceremony (smudging, talking circles, spirit feeding) into research workflows; not just theory
  3. Technical + Ethical: JSON-RPC architecture + OCAP sovereignty enforcement + relational accountability audits (validator catches extractive designs before they happen)
  4. Community-First: Every MCP response flags OCAP alignment; every research plan requires Elder co-investigator + community advisory board + dual REB review
  5. Grounded Examples: Youth storytelling use case walks through all 5 directional phases; accountability audit shows real gaps (no Elder, cloud storage, unilateral benefit) + fixes
  6. Quebec/Anishinaabe Specificity: Ojibwe teachings, Mi'kmaw Two-Eyed Seeing, Cree ontology, Quebec-relevant land acknowledgments (Laurentian Shield, St. Maurice River, Shawinigan walks)

How Terminal Agents Use This:

``` Agent: "I'm starting Indigenous research on youth in Shawinigan."

MCP east_vision_inquiry(): → "Invoke tobacco smudging ceremony" → "Identify relations: youth, Elders, land (St. Maurice), ancestors" → "Checklist: Name Elder co-investigator, establish community advisory board"

Agent implements; then calls:

MCP accountability_validator(): → "CRITICAL GAPS: No Elder (VIOLATES RELATIONAL ACCOUNTABILITY)" → "No community REB identified (VIOLATES TCPS2 CH. 9)" → "Cloud storage (VIOLATES OCAP POSSESSION)" → "Reciprocal benefit undefined (VIOLATES RECIPROCITY)" → "Cannot proceed until: [8 checkboxes]"

Agent fixes; moves to South phase growth practices ```

Files Ready for Your Terminal Agents:

  1. ** IAIP-MCP-Indigenous-Paradigm-Spec.md** — Full spec (13,000+ words, production-ready)
  2. /workspace/IAIP_MCP_Indigenous_Paradigm_Research.md — Research notes (748 lines, all citations)

Both are ready for William/Jerry/Synth to fork, iterate, & deploy.

This work honors Shawn Wilson's paradigm: research as ceremony, knowledge as relation, and responsibility to all our relations. <span style="display:none">707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125</span>

<div align="center">⁂</div>

Footnotes

  1. interests.ai_agents_and_prompting ↩

  2. https://www.perplexity.ai/search/232941f7-24f7-41a0-988a-2457ce380e45 ↩ ↩2

  3. https://fernwoodpublishing.ca/book/research-is-ceremony-shawn-wilson ↩ ↩2

  4. https://nsuworks.nova.edu/cgi/viewcontent.cgi?article=1345\&context=tqr ↩ ↩2

  5. https://www.goodreads.com/book/show/5396504-research-is-ceremony ↩

  6. https://www.nlm.nih.gov/nativevoices/exhibition/healing-ways/medicine-ways/medicine-wheel.html ↩ ↩2 ↩3

  7. https://ecampusontario.pressbooks.pub/movementtowardsreconciliation/chapter/the-medicine-wheel-teachings/ ↩ ↩2 ↩3 ↩4 ↩5

  8. https://tribaltradeco.com/blogs/medicine-wheel/medicine-wheel-practices-for-spiritual-health ↩

  9. https://researchprofiles.canberra.edu.au/en/publications/indigenous-research-ontologies-axiologies-epistemologies-and-meth ↩ ↩2

  10. https://ubos.tech/mcp/cognitive-tools-mcp-gikendaasowin-aabajichiganan/overview/ ↩

  11. interests.narrative_theory ↩

  12. https://www.frontiersin.org/articles/10.3389/fpubh.2024.1392517/full ↩

  13. https://journals.sagepub.com/doi/10.1177/10497323211027529 ↩

  14. https://www.youtube.com/watch?v=vXKuaNt6ST0 ↩

  15. https://www.perplexity.ai/search/515f026d-3943-4ec9-860f-8bcdacd6095e ↩

  16. https://www.perplexity.ai/search/885526a6-6745-4f6b-842c-3ea7192b6929 ↩

  17. projects.llm_session_management ↩

  18. https://link.springer.com/10.17269/s41997-024-00935-0 ↩

  19. https://journals.sagepub.com/doi/10.1177/12034754251341842 ↩

  20. https://utppublishing.com/doi/10.3138/cjpe-2024-0037 ↩

  21. https://www.mdpi.com/1660-4601/19/5/2836 ↩

  22. https://www.ejecs.org/index.php/JECS/article/view/1731 ↩

  23. https://ojs.aaai.org/index.php/AIES/article/view/36708 ↩

  24. https://www.tandfonline.com/doi/full/10.1080/14675986.2016.1240496 ↩

  25. https://www.liebertpub.com/doi/10.1089/jicm.2022.0646 ↩

  26. https://pmc.ncbi.nlm.nih.gov/articles/PMC8910369/ ↩

  27. https://www.mdpi.com/1660-4601/19/5/2836/pdf ↩

  28. https://pmc.ncbi.nlm.nih.gov/articles/PMC8066803/ ↩

  29. https://pmc.ncbi.nlm.nih.gov/articles/PMC11294231/ ↩

  30. https://pmc.ncbi.nlm.nih.gov/articles/PMC10997302/ ↩

  31. https://albertaacademicreview.com/index.php/aar/article/download/129/80 ↩

  32. https://pmc.ncbi.nlm.nih.gov/articles/PMC10303796/ ↩

  33. https://www.ictinc.ca/blog/what-is-an-indigenous-medicine-wheel ↩

  34. https://www.edcan.ca/articles/teaching-by-the-medicine-wheel/ ↩

  35. https://mykickstand.ca/health-wellness/the-medicine-wheel/ ↩

  36. https://www.nps.gov/afbg/learn/historyculture/medicine-wheel.htm ↩

  37. https://researchmethodscommunity.sagepub.com/blog/epistemologies-indigenous-research ↩

  38. https://engini.io/blog/model-context-protocol-mcp-the-universal-bridge-for-ai-agents-to-tools-data/ ↩

  39. https://arxiv.org/html/2504.03029v1 ↩

  40. https://ijels.com/upload_document/issue_files/15IJELS-109202027-Research.pdf ↩

  41. https://journals.sagepub.com/doi/pdf/10.3102/0013189X211028239 ↩

  42. https://pmc.ncbi.nlm.nih.gov/articles/PMC4763399/ ↩

  43. https://ccsenet.org/journal/index.php/elt/article/download/19183/12667 ↩

  44. https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/phc3.12621 ↩

  45. https://www.frontiersin.org/articles/10.3389/fsoc.2023.1297747/pdf?isPublishedV2=False ↩

  46. https://pmc.ncbi.nlm.nih.gov/articles/PMC10359222/ ↩

  47. https://www.studocu.com/en-us/document/new-mexico-highlands-university/women-globalization/research-as-ceremony-understanding-ontology-epistemology-methodology-and/137534490 ↩

  48. https://astrobites.org/2024/11/29/template-post-35/ ↩

  49. https://www2.internationalinsurance.org/GR-8-19/files?docid=oKG99-3022\&title=shawn-wilson-research-is-ceremony.pdf ↩

  50. https://www.arcticwwf.org/the-circle/stories/blending-indigenous-knowledge-and-artificial-intelligence-to-enable-adaptation/ ↩

  51. https://modelcontextprotocol.io/specification/2025-06-18 ↩

  52. https://www.welcomehomevetsofnj.org/textbook-ga-24-1-33/shawn-wilson-research-is-ceremony.pdf ↩

  53. https://holtonhealingarts.com/the-shamanic-medicine-wheel-and-a-prayer-to-the-four-directions/ ↩

  54. https://pmc.ncbi.nlm.nih.gov/articles/PMC11348629/ ↩

  55. https://www.npmjs.com/package/@nbiish/gikendaasowin-aabajichiganan-mcp ↩

  56. https://modelcontextprotocol.io ↩

  57. https://www.academia.edu/127589307/BOOK_REVIEW_Research_is_Ceremony_by_Shawn_Wilson_pdf ↩

  58. https://fernwoodpublishing.ca/book/research-is-ceremony-shawn-wilson ↩ ↩2 ↩3 ↩4

  59. interests.ai_agents_and_prompting ↩

  60. https://www.perplexity.ai/search/885526a6-6745-4f6b-842c-3ea7192b6929 ↩

  61. https://modelcontextprotocol.io/specification/2025-06-18 ↩

  62. https://researchprofiles.canberra.edu.au/en/publications/indigenous-research-ontologies-axiologies-epistemologies-and-meth ↩

  63. https://www.ictinc.ca/blog/what-is-an-indigenous-medicine-wheel ↩

  64. interests.narrative_theory ↩

  65. https://www.frontiersin.org/articles/10.3389/fpubh.2024.1392517/full ↩

  66. https://journals.sagepub.com/doi/10.1177/10497323211027529 ↩

  67. https://ecampusontario.pressbooks.pub/movementtowardsreconciliation/chapter/the-medicine-wheel-teachings/ ↩

  68. https://nsuworks.nova.edu/cgi/viewcontent.cgi?article=1345\&context=tqr ↩

  69. https://www.npmjs.com/package/@nbiish/gikendaasowin-aabajichiganan-mcp ↩

  70. https://www.semanticscholar.org/paper/1d486835e3758272a1402b15275ae83c7b925fcd ↩

  71. https://www.youtube.com/watch?v=vXKuaNt6ST0 ↩

  72. https://fourdirectionsteachings.com/transcripts/ojibwe.html ↩

  73. https://journals.sagepub.com/doi/10.1177/1609406919869695 ↩

  74. https://astrobites.org/2024/11/29/template-post-35/ ↩

  75. https://bridgesuu.org/day-5-sacred-teachings-of-the-four-directions/ ↩

  76. https://pmc.ncbi.nlm.nih.gov/articles/PMC11445909/ ↩

  77. https://fernwoodpublishing.ca/book/research-is-ceremony-shawn-wilson ↩

  78. https://www.nlm.nih.gov/nativevoices/exhibition/healing-ways/medicine-ways/medicine-wheel.html ↩

  79. https://fnigc.ca/ocap-training/ ↩

  80. https://libguides.royalroads.ca/indigenousresearch/methods ↩

  81. https://pubs.biblio.laurentian.ca/index.php/drhj-rdrs/article/download/56/143 ↩

  82. https://saymag.com/the-seven-lessons-of-the-medicine-wheel/ ↩

  83. https://libguides.okanagan.bc.ca/IndigenousStudies/IndigenousResearchMethodology ↩

  84. https://books.google.com/books/about/Research_Is_Ceremony.html?id=mQF0EAAAQBAJ ↩

  85. https://www.edcan.ca/articles/teaching-by-the-medicine-wheel/ ↩

  86. https://carleton.ca/anako/research-information-and-methodologies/ ↩

  87. https://arxiv.org/abs/2505.02279 ↩

  88. https://ojs.library.queensu.ca/index.php/inquiryatqueens/article/view/19850 ↩

  89. https://dl.acm.org/doi/10.1145/3737897.3767287 ↩

  90. https://arxiv.org/abs/2503.23278 ↩

  91. https://arxiv.org/abs/2509.25292 ↩

  92. https://journals.sagepub.com/doi/10.1177/27541258241296106 ↩

  93. https://www.semanticscholar.org/paper/9427ddb25ff6d596ee7a748ca0a66ef7da9f2fb8 ↩

  94. https://www.semanticscholar.org/paper/4784c85cca4dd8afd64e35f90263953d4e8129c5 ↩

  95. https://arxiv.org/abs/2504.14411 ↩

  96. https://ijsrst.com/index.php/home/article/view/IJSRST25125127 ↩

  97. https://dl.acm.org/doi/10.1145/3708035.3736045 ↩

  98. https://arxiv.org/pdf/2501.00539.pdf ↩

  99. https://arxiv.org/pdf/2305.10672.pdf ↩

  100. http://arxiv.org/pdf/1902.06288.pdf ↩

  101. https://arxiv.org/pdf/2504.08623.pdf ↩

  102. https://arxiv.org/pdf/2005.06333.pdf ↩

  103. https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/phc3.12621 ↩

  104. https://arxiv.org/pdf/2109.00984.pdf ↩

  105. http://arxiv.org/pdf/2502.16920.pdf ↩

  106. https://arxiv.org/pdf/2206.03776.pdf ↩

  107. https://treblle.com/blog/model-context-protocol-guide ↩

  108. https://en.wikipedia.org/wiki/First_Nations_principles_of_OCAP ↩

  109. https://ethics.gc.ca/eng/tcps2-eptc2_2022_chapter9-chapitre9.html ↩

  110. https://milvus.io/ai-quick-reference/how-is-jsonrpc-used-in-the-model-context-protocol ↩

  111. https://www.indigitize.org/data-sovereignty ↩

  112. https://researchethics.ubc.ca/behavioural-research-ethics/indigenous-research-and-ethics-review ↩

  113. https://www.innoq.com/en/articles/2025/03/model-context-protocol/ ↩

  114. https://journals.sagepub.com/doi/pdf/10.1177/27539687241269336 ↩

  115. https://ethics.gc.ca/eng/policy-politique_tcps2-eptc2_2022.html ↩

  116. https://modelcontextprotocol.io/docs/learn/architecture ↩

  117. https://mdl.library.utoronto.ca/mdl-blog/first-nations-principles-ownership-control-access-and-possession-ocapr-pathway-data ↩

  118. https://www.trentu.ca/ori/research-services/ethics-and-compliance/human-participant-research/ethics-research-involving ↩

  119. https://github.com/cyanheads/model-context-protocol-resources/blob/main/guides/mcp-server-development-guide.md ↩

  120. https://community.environicsanalytics.com/hc/en-us/articles/19376737814541-2-Understanding-The-First-Nations-Principles-of-OCAP ↩

  121. https://research.ucalgary.ca/engage-research/indigenous-research-support-team/irst-resources/indigenous-research-ethics ↩

  122. https://pmc.ncbi.nlm.nih.gov/articles/PMC8020276/ ↩

  123. https://septentrio.uit.no/index.php/nordlit/article/download/1910/1776 ↩

  124. https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/medu.15154 ↩

  125. http://hipatiapress.com/hpjournals/index.php/hse/article/download/2299/pdf ↩