# Active Context: SkyFi MCP
## Current Work Focus
**Phase**: Planning & Documentation
**Status**: Initial Setup
**Date**: January 2025
### Current Activities
1. **PRD Creation**: Product Requirements Document completed
2. **Memory Bank Initialization**: Setting up project documentation structure
3. **Planning**: Defining technical architecture and implementation approach
## Recent Changes
### January 2025
- ✅ Created comprehensive PRD document
- ✅ Initialized memory bank structure
- ✅ Defined project scope and requirements
- ✅ Established success metrics and KPIs
## Next Steps
### Immediate (Next 1-2 Weeks)
1. **Technical Architecture Design**
- Define detailed system architecture
- Choose implementation technology stack
- Design API specifications
- Plan database schema
2. **Development Environment Setup**
- Initialize code repository
- Setup development environment
- Configure CI/CD pipeline
- Establish coding standards
3. **SkyFi API Analysis**
- Review SkyFi Public API documentation
- Identify required endpoints
- Understand authentication mechanisms
- Map API capabilities to requirements
### Short-term (Next Month)
1. **Phase 1: Foundation Implementation**
- Core MCP server implementation
- Basic API integration with SkyFi
- Authentication and credential management
- Initial documentation structure
2. **Prototype Development**
- Build minimal viable server
- Test with sample AI agents
- Validate architecture decisions
- Gather early feedback
### Medium-term (Next 2-3 Months)
1. **Phase 2: Core Features**
- Order placement with price confirmation
- Feasibility checking
- Data search and exploration
- OpenStreetMaps integration
## Active Decisions & Considerations
### Technical Decisions Pending
1. **Programming Language**
- Consideration: Python vs. Node.js vs. Go
- Factors: Framework support, developer experience, performance
- Decision needed: Before Phase 1 starts
2. **Database Choice**
- Consideration: PostgreSQL vs. MongoDB vs. Redis
- Factors: Data structure, query patterns, scalability
- Decision needed: Before Phase 1 starts
3. **Framework Integration Priority**
- Consideration: Which framework to support first (ADK, LangChain, AI SDK)
- Factors: Market demand, complexity, community size
- Decision needed: Before Phase 1 starts
### Design Decisions Pending
1. **API Design**
- RESTful vs. GraphQL
- Endpoint structure
- Error response format
- Versioning strategy
2. **Authentication Flow**
- API key management
- OAuth 2.0 implementation
- Token refresh mechanisms
- Multi-user credential handling
3. **Documentation Structure**
- Documentation platform choice
- Example code organization
- Framework-specific guides structure
## Current Blockers & Risks
### Blockers
- None currently identified
### Risks Being Monitored
1. **SkyFi API Stability**
- Risk: API changes during development
- Mitigation: Version API, maintain backward compatibility
- Status: Monitoring
2. **Framework Integration Complexity**
- Risk: Integration may be more complex than expected
- Mitigation: Early prototyping, community feedback
- Status: To be validated in Phase 1
3. **Performance Requirements**
- Risk: May struggle to meet < 500ms response time
- Mitigation: Load testing, caching strategy, optimization
- Status: To be tested in Phase 1
## Key Questions to Resolve
1. **Technology Stack**
- What programming language and framework?
- What database technology?
- What deployment platform?
2. **SkyFi API Access**
- Do we have full API documentation?
- Are test credentials available?
- What are rate limits and quotas?
3. **Integration Priorities**
- Which AI framework to prioritize?
- What features are most critical for MVP?
- What's the minimum viable feature set?
4. **Documentation Strategy**
- What documentation platform to use?
- How to structure framework-specific guides?
- What examples are most valuable?
## Active Stakeholders
- **Product Team**: Defining requirements and priorities
- **Engineering Team**: (To be assigned) Technical implementation
- **Design Team**: (To be assigned) User experience design
- **SkyFi API Team**: Providing API access and documentation
## Communication Channels
- **Project Repository**: (To be created)
- **Documentation**: Memory bank and PRD
- **Meetings**: (To be scheduled) Regular sync meetings
## Notes & Observations
- PRD is comprehensive and well-defined
- Clear success metrics established
- Strong focus on developer experience
- Need to validate technical assumptions early
- Open-source demo agent is key differentiator
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**Last Updated**: January 2025
**Next Review**: Weekly during active development
