# Stakeholder Engagement Features ## Discussion Forum ```html

Join the Conversation

Connect with others interested in Model Context Protocol and atangible systems

Theoretical Discussions

Explore the conceptual foundations of MCP and systems theory

24 topics

Practical Applications

Share experiences implementing MCP principles in real-world contexts

37 topics

Investment Opportunities

Discuss potential ventures and initiatives aligned with MCP

18 topics

Policy & Governance

Address macro-level considerations for atangible systems

15 topics
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Collaboration Opportunities

Find ways to contribute to MCP initiatives and connect with potential partners

Open Science Data Standards Working Group

Research Collaboration

We're forming a working group to develop standardized metadata schemas for research data sharing across disciplines. Looking for participants with experience in data management, ontology development, or specific scientific domains.

Organization: Global Open Science Initiative
Commitment: 4-6 hours monthly, 12-month project
Level: Mezzo (Network)

Creative Commons for AI Training Data

Policy Advocacy

Developing a new licensing framework specifically designed for AI training data that balances creator rights with innovation needs. Seeking legal experts, AI researchers, and content creators to help shape this framework.

Organization: Digital Rights Coalition
Commitment: Varies, 18-month initiative
Level: Macro (System)

Knowledge Flow Visualization Tool

Technology Development

Building an open-source tool to visualize knowledge flows within organizations and networks. Looking for developers with experience in data visualization, network analysis, and user interface design.

Organization: Organizational Learning Lab
Commitment: 10+ hours weekly, 6-month project
Level: Micro (Agent)
``` ## Expert Directory ```html

Expert Directory

Connect with specialists across different domains of the MCP framework

Dr. Elena Rodriguez

Professor of Information Economics

University of California, Berkeley

Information Asymmetry Market Design Trust Systems

Specializes in designing mechanisms that reduce information asymmetry in knowledge markets. Author of "Beyond Invisible Hands: Designing Markets for Intangibles."

Marcus Chen

Chief Innovation Officer

Global Knowledge Commons

Meta-Agent Design Platform Governance Open Innovation

Architect of several successful knowledge exchange platforms. Focuses on designing governance systems that balance openness with quality control.

Dr. Amara Okafor

Research Director

Institute for Complex Systems

Systems Theory Network Analysis Emergence

Studies how complex adaptive systems emerge from agent interactions. Pioneered methods for measuring information flow across multi-level systems.

Sophia Kim

Policy Advisor

Digital Future Initiative

Digital Policy IP Reform Public Data

Works at the intersection of technology policy and knowledge economics. Advises governments on creating regulatory environments that support healthy atangible systems.

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``` ## Events Calendar ```html

Upcoming Events

Connect with the MCP community through webinars, workshops, and conferences

May 2025

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2
3
10:00 AM MCP for Startups Workshop
4
15
2:00 PM Measuring Trust in Knowledge Networks
23
All Day Atangible Systems Summit
``` ## Resource Library ```html

Resource Library

Access shared documents, research papers, and presentations about MCP and atangible systems

Information Asymmetry in Knowledge Markets: A Quantitative Analysis

Rodriguez, E., & Chen, M. (2024)

This paper presents a framework for measuring information asymmetry in knowledge exchange systems and its impact on market efficiency.

Research Paper Information Flow Metrics

Transforming Corporate Knowledge Silos: The Acme Corporation Case

Kim, S., & Patel, R. (2024)

A detailed case study of how Acme Corporation implemented an internal knowledge marketplace based on MCP principles, resulting in a 37% increase in innovation output.

Case Study Corporate Implementation

MCP Implementation Toolkit for Open Science Initiatives

Global Open Science Initiative (2025)

A comprehensive guide for research institutions looking to implement MCP principles in their data sharing and collaboration practices.

Toolkit Open Science Practical Guide

Designing Meta-Agents for Knowledge Ecosystems

Okafor, A. (2024). Atangible Systems Summit

Keynote presentation on the principles of effective orchestration in complex knowledge networks, with examples from multiple sectors.

Presentation Meta-Agents Design Principles
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