MCP Servers
What is MCP?
Understanding the Model Context Protocol
1 min read
Documentation
MCP (Model Context Protocol) is an open standard that allows AI assistants to securely connect with external data sources and tools.
The Basics
Think of MCP as a universal adapter:
- AI applications (like Billix) speak MCP
- External servers provide tools via MCP
- They connect and communicate seamlessly
How It Works
[Billix] <--MCP Protocol--> [MCP Server] <--> [Your Data/Tools]- Billix sends a request to the MCP server
- MCP Server processes the request
- Server returns data or executes tools
- Billix uses the response in your conversation
What MCP Servers Provide
Tools
Functions the AI can call:
- Database queries
- API calls
- Calculations
- File operations
Resources
Data the AI can access:
- Documents
- Database records
- Real-time information
- Configuration data
Prompts
Pre-defined prompt templates:
- Standard workflows
- Domain-specific instructions
- Best practices
Benefits of MCP
Standardization
One protocol works everywhere:
- Connect any MCP server
- No custom integration needed
- Community compatibility
Security
Controlled access:
- Authentication required
- Permissions defined
- Audit logging
Flexibility
Use what you need:
- Self-host servers
- Use community servers
- Build custom servers
MCP vs Other Approaches
| Approach | Pros | Cons |
|---|---|---|
| MCP Servers | Standardized, powerful | Requires server setup |
| Custom Tools | Simple, hosted by Billix | Limited to API/code |
| Integrations | Pre-built, easy | Only supported services |
When to Use MCP
Use MCP when:
- You have complex internal systems
- You want to use community-built servers
- You need real-time data access
- You're building for multiple AI platforms
Use Custom Tools when:
- You have simple API needs
- You don't want to host a server
- Quick setup is priority
Security Considerations
Authentication
MCP supports multiple auth methods:
- API keys
- Bearer tokens
- Basic auth
- Custom headers
Data Privacy
- Data stays between Billix and the server
- Server owner controls access
- No data stored by protocol
Next Steps
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