Why MXCP Over Alternatives?

See how MXCP transforms your development workflow from weeks of custom integration work to minutes of declarative configuration.

Challenge

Traditional Approach

MXCP Solution

Data Access for LLMs
Custom Python scripts for each endpoint
Declarative YAML definitions
Schema Safety
Runtime errors and hallucinations
Compile-time validation
Development Time
2-4 weeks per integration
5 minutes to first endpoint
Maintenance
Constant updates as schemas change
Automatic drift detection
Testing
Manual, often skipped
Built-in test framework
Deployment
Complex CI/CD pipelines
Single `mxcp serve` command

MXCP is purpose-built for the MCP ecosystem—not a retrofitted solution

Start Building