keboola/mcp-server
Jan 2025 – May 2025
2 Months active
Languages Used
MarkdownPythonSQL
Technical Skills
API DevelopmentAsynchronous ProgrammingAsyncioBackend DevelopmentCLI DevelopmentCode Formatting
Radek Tomasek
PROFILE
Radek Tomasek
Radek Tomasek developed core backend features for the keboola/mcp-server repository, focusing on Snowflake schema support and robust flow management. He implemented asynchronous startup orchestration using Python’s asyncio, introduced dedicated database modules for clearer logic ownership, and enhanced error handling to improve reliability in Snowflake deployments. Leveraging Pydantic for data validation, he refactored flow configuration schemas to align with Keboola orchestrator requirements and built comprehensive test suites to ensure correctness across flow operations. His work emphasized maintainable code through type hinting, code formatting, and isolated unit tests, resulting in a solid foundation for future integration and streamlined developer workflows.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
11Total
Bugs
0
Commits
11
Features
4
Lines of code
3,126
Activity Months2
Your Network
23 peopleShared Repositories
23
Work History
May 2025
4 Commits • 1 Features
May 1, 2025May 2025 focused on delivering core Keboola MCP Flow Management capabilities for the Keboola MCP server, establishing a robust foundation for flow creation, retrieval, and updates, with strong validation and aligned configuration structures to Keboola orchestrator requirements. The work included introducing Pydantic-based models for flow phases and tasks, refactoring flow configuration schemas, and building a comprehensive test suite covering parsing, dependencies, and end-to-end flow operations. While there were no standalone bug fixes released this month, PR feedback led to deliberate code refinements and ensured solid test coverage ahead of the next release.
4 Commits • 1 Features
May 1, 2025May 2025 focused on delivering core Keboola MCP Flow Management capabilities for the Keboola MCP server, establishing a robust foundation for flow creation, retrieval, and updates, with strong validation and aligned configuration structures to Keboola orchestrator requirements. The work included introducing Pydantic-based models for flow phases and tasks, refactoring flow configuration schemas, and building a comprehensive test suite covering parsing, dependencies, and end-to-end flow operations. While there were no standalone bug fixes released this month, PR feedback led to deliberate code refinements and ensured solid test coverage ahead of the next release.
May 2025
January 2025
7 Commits • 3 Features
Jan 1, 2025January 2025: Delivered Snowflake schema support and robust DB connectivity in keboola/mcp-server, improved startup orchestration with asyncio-based initialization, and enhanced code quality and test reliability. Fixed a critical data query bug related to hardcoded DB_NAME, streamlined error handling, and introduced a dedicated database module for clearer ownership of DB logic. These changes reduce risk in Snowflake deployments, shorten startup time, and improve developer velocity through better tooling and tests.
January 2025
7 Commits • 3 Features
Jan 1, 2025January 2025: Delivered Snowflake schema support and robust DB connectivity in keboola/mcp-server, improved startup orchestration with asyncio-based initialization, and enhanced code quality and test reliability. Fixed a critical data query bug related to hardcoded DB_NAME, streamlined error handling, and introduced a dedicated database module for clearer ownership of DB logic. These changes reduce risk in Snowflake deployments, shorten startup time, and improve developer velocity through better tooling and tests.
Activity
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Quality Metrics
Correctness88.2%
Maintainability87.2%
Architecture86.4%
Performance74.6%
AI Usage25.4%
Skills & Technologies
Programming Languages
MarkdownPythonSQL
Technical Skills
API DevelopmentAPI IntegrationAsynchronous ProgrammingAsyncioBackend DevelopmentCLI DevelopmentCode FormattingConfiguration ManagementData PipelinesDatabase IntegrationDatabase ManagementError HandlingKeboola PlatformMockingObject-Oriented Programming
Repositories Contributed To
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