PERSONA_MARKETPLACE_ECOSYSTEM.md•10.3 kB
# DollhouseMCP Persona Marketplace Ecosystem
## Complete Ecosystem Overview
```mermaid
graph TB
subgraph "Content Creators"
CC1[Individual Developers]
CC2[AI Enthusiasts]
CC3[Professional Consultants]
CC4[Educators]
CC5[Content Teams]
end
subgraph "Creation Tools"
CT1[Claude Desktop]
CT2[VS Code]
CT3[ChatGPT]
CT4[Web Interface*]
CT5[CLI Tools]
end
subgraph "DollhouseMCP Platform"
subgraph "MCP Server"
MS1[Persona Manager]
MS2[Marketplace Client]
MS3[Sharing Engine]
MS4[Import/Export]
end
subgraph "Security Layer"
SL1[Content Validator]
SL2[Token Manager]
SL3[Rate Limiter]
SL4[Risk Analyzer]
end
subgraph "Storage"
ST1[Local Personas]
ST2[Private Personas]
ST3[Shared Cache]
end
end
subgraph "GitHub Infrastructure"
GH1[DollhouseMCP/personas]
GH2[Issue-based Submissions]
GH3[PR Review Process]
GH4[GitHub Actions]
GH5[GitHub API]
end
subgraph "Content Types"
CNT1[Personas]
CNT2[Skills*]
CNT3[Agents*]
CNT4[Prompts*]
CNT5[Workflows*]
end
subgraph "Distribution"
D1[Direct Share URLs]
D2[Marketplace Browse]
D3[Search & Discovery]
D4[Featured Content]
D5[Community Picks]
end
subgraph "Consumers"
CN1[Claude Users]
CN2[Developers]
CN3[Businesses]
CN4[Researchers]
CN5[General Public]
end
CC1 --> CT1
CC2 --> CT2
CC3 --> CT3
CC4 --> CT4
CC5 --> CT5
CT1 --> MS1
CT2 --> MS1
CT3 --> MS1
CT4 --> MS1
CT5 --> MS1
MS1 --> SL1
MS1 --> ST1
MS3 --> SL2
MS3 --> GH5
SL1 --> SL4
SL4 --> GH2
GH2 --> GH3
GH3 --> GH1
GH4 --> GH1
GH1 --> CNT1
GH1 --> CNT2
GH1 --> CNT3
GH1 --> CNT4
GH1 --> CNT5
MS2 --> GH5
GH5 --> D2
GH5 --> D3
MS3 --> D1
GH1 --> D4
GH1 --> D5
D1 --> CN1
D2 --> CN2
D3 --> CN3
D4 --> CN4
D5 --> CN5
style SL1 fill:#ff9999
style SL2 fill:#ff9999
style SL3 fill:#ff9999
style SL4 fill:#ff9999
style GH1 fill:#99ff99
style MS1 fill:#9999ff
```
*Note: Items marked with * are planned future features
## Persona Lifecycle Flow
```mermaid
journey
title Persona Creation to Consumption Journey
section Creation
Idea Generation: 5: Creator
Write Persona: 3: Creator
Test Locally: 4: Creator
Validate Quality: 5: Platform
section Sharing
Choose Share Method: 4: Creator
Security Scan: 5: Platform
Generate Share URL: 5: Platform
Submit to Marketplace: 3: Creator
section Review
Automated Checks: 5: Platform
Community Review: 4: Community
Approval/Feedback: 4: Reviewers
Publish to Repo: 5: Platform
section Discovery
Browse Marketplace: 5: Consumer
Search Content: 4: Consumer
Read Details: 5: Consumer
Check Reviews: 4: Consumer
section Consumption
Install Persona: 5: Consumer
Activate in Client: 5: Consumer
Use in Conversation: 5: Consumer
Provide Feedback: 3: Consumer
```
## Security Checkpoints
```mermaid
graph LR
subgraph "Input Phase"
I1[Raw Content] --> CP1{Checkpoint 1}
CP1 -->|Pass| I2[Validated Content]
CP1 -->|Fail| I3[Rejection]
end
subgraph "Processing Phase"
I2 --> CP2{Checkpoint 2}
CP2 -->|Low Risk| P1[Auto Process]
CP2 -->|Medium Risk| P2[Manual Review]
CP2 -->|High Risk| P3[Block]
end
subgraph "Distribution Phase"
P1 --> CP3{Checkpoint 3}
P2 --> CP3
CP3 -->|Approved| D1[Publish]
CP3 -->|Rejected| D2[Notify Creator]
end
subgraph "Monitoring Phase"
D1 --> CP4{Checkpoint 4}
CP4 -->|Normal| M1[Active]
CP4 -->|Suspicious| M2[Flag for Review]
CP4 -->|Malicious| M3[Remove + Ban]
end
style CP1 fill:#ff9999
style CP2 fill:#ff9999
style CP3 fill:#ff9999
style CP4 fill:#ff9999
```
## Revenue Flow (Future)
```mermaid
graph TB
subgraph "Revenue Sources"
R1[Premium Personas]
R2[Subscription Tiers]
R3[Enterprise Licenses]
R4[API Access]
R5[Sponsored Content]
end
subgraph "Payment Processing"
PP1[Stripe Integration*]
PP2[Crypto Payments*]
PP3[GitHub Sponsors*]
end
subgraph "Revenue Split"
RS1[Creator: 80%]
RS2[Platform: 20%]
RS3[Processing Fees: -3%]
end
subgraph "Creator Earnings"
CE1[Direct Deposits]
CE2[Accumulated Balance]
CE3[Payout Schedule]
end
subgraph "Platform Operations"
PO1[Infrastructure]
PO2[Security]
PO3[Development]
PO4[Community]
end
R1 --> PP1
R2 --> PP1
R3 --> PP1
R4 --> PP1
R5 --> PP3
PP1 --> RS3
PP2 --> RS3
PP3 --> RS3
RS3 --> RS1
RS3 --> RS2
RS1 --> CE1
RS1 --> CE2
CE2 --> CE3
RS2 --> PO1
RS2 --> PO2
RS2 --> PO3
RS2 --> PO4
style RS1 fill:#99ff99
style RS2 fill:#9999ff
```
*Note: Revenue features are planned for future implementation
## Data Flow Architecture
```mermaid
graph LR
subgraph "Create"
A[User Input] --> B[Local Validation]
B --> C[Generate Metadata]
C --> D[Create Unique ID]
end
subgraph "Share"
D --> E{Share Method}
E -->|GitHub| F[Create Gist]
E -->|Direct| G[Base64 URL]
F --> H[Share URL]
G --> H
end
subgraph "Submit"
H --> I[Prepare Submission]
I --> J[Security Gates]
J --> K[GitHub Issue]
K --> L[Review Queue]
end
subgraph "Publish"
L --> M{Review Result}
M -->|Approved| N[Merge PR]
M -->|Rejected| O[Feedback]
N --> P[Live in Marketplace]
end
subgraph "Consume"
P --> Q[Browse/Search]
Q --> R[View Details]
R --> S[Install]
S --> T[Local Storage]
T --> U[Activate]
end
```
## Technology Stack
```mermaid
graph TB
subgraph "Frontend (Future)"
F1[React/Next.js]
F2[TypeScript]
F3[Tailwind CSS]
F4[WebSocket Client]
end
subgraph "MCP Server"
M1[Node.js Runtime]
M2[TypeScript]
M3[MCP SDK]
M4[Express.js*]
end
subgraph "Security"
S1[Rate Limiter]
S2[Content Validator]
S3[Token Manager]
S4[Crypto Module]
end
subgraph "External APIs"
E1[GitHub API v3]
E2[NPM Registry]
E3[Stripe API*]
E4[Analytics*]
end
subgraph "Infrastructure"
I1[GitHub Actions]
I2[GitHub Pages*]
I3[CDN*]
I4[Monitoring*]
end
F1 --> M4
M1 --> M3
M3 --> S1
M3 --> S2
M3 --> S3
S3 --> S4
M3 --> E1
M3 --> E2
F1 --> E3
E1 --> I1
F1 --> I2
I2 --> I3
style S1 fill:#ff9999
style S2 fill:#ff9999
style S3 fill:#ff9999
style S4 fill:#ff9999
```
*Note: Items marked with * are planned future features
## Growth Strategy
```mermaid
timeline
title DollhouseMCP Growth Timeline
section Phase 1 (Current)
July 2025 : Core Security
: Basic Marketplace
: GitHub Integration
section Phase 2 (Q3 2025)
August 2025 : Public Launch
: Community Building
: Content Seeding
September 2025 : Feature Expansion
: Quality Program
: Partnerships
section Phase 3 (Q4 2025)
October 2025 : Web Interface
: Advanced Search
: Analytics
November 2025 : Revenue Features
: Creator Tools
: Enterprise
section Phase 4 (2026)
Q1 2026 : API Platform
: Integrations
: Global Expansion
Q2 2026 : AI-Powered Features
: Marketplace AI
: Auto-generation
```
## Success Metrics
```mermaid
graph TB
subgraph "User Metrics"
UM1[Active Creators]
UM2[Active Consumers]
UM3[Daily Active Users]
UM4[Retention Rate]
end
subgraph "Content Metrics"
CM1[Personas Created]
CM2[Quality Score]
CM3[Share Rate]
CM4[Install Rate]
end
subgraph "Security Metrics"
SM1[Threats Blocked]
SM2[False Positive Rate]
SM3[Response Time]
SM4[Incident Rate]
end
subgraph "Business Metrics"
BM1[Revenue Growth*]
BM2[Creator Earnings*]
BM3[Platform Costs]
BM4[Profit Margin*]
end
UM1 --> CM1
UM2 --> CM4
CM1 --> CM2
CM2 --> CM3
CM3 --> CM4
SM1 --> SM2
SM2 --> SM3
SM3 --> SM4
CM4 --> BM1
BM1 --> BM2
BM1 --> BM3
BM3 --> BM4
style SM1 fill:#ff9999
style SM2 fill:#ff9999
style SM3 fill:#ff9999
style SM4 fill:#ff9999
```
## Conclusion
This ecosystem is designed to create a thriving marketplace for AI personas and related content while maintaining security, quality, and user trust. The architecture supports growth from a simple sharing platform to a comprehensive marketplace with revenue features, all while keeping security at the forefront.
Key success factors:
1. **Frictionless sharing** - Easy for creators to share
2. **Strong security** - Protected against malicious content
3. **Quality control** - Community and automated review
4. **Fair economics** - 80/20 creator-friendly split
5. **Scalable architecture** - Ready for growth
The platform is positioned to become the primary marketplace for AI personas across all major AI platforms.