Which is more popular, Mastra or TaskWeaver?

Mastra has more GitHub stars (28,525 vs 6,168).

Which is more actively developed, Mastra or TaskWeaver?

Mastra had more commits in the last 90 days (4,109 vs 0).

Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.

Side-by-side comparison of two AI agent tools

TaskWeaver has had no commit in 6 months; Mastra is actively maintained (4,109 commits in the last 90 days).
Mastra is growing faster: +968 GitHub stars in the last 30 days vs +6 for TaskWeaver.
Pick Mastra for: from the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents. Pick TaskWeaver for: the first "code-first" agent framework for seamlessly planning and executing data analytics tasks.

From GitHub data refreshed daily.

From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.

TaskWeaveropen-source

The first "code-first" agent framework for seamlessly planning and executing data analytics tasks.

+Stateful code execution that preserves in-memory data and execution history across interactions, enabling complex multi-step data analysis workflows
+Code-first approach that generates actual executable code rather than just text responses, providing transparency and repeatability in data analytics tasks
+Strong plugin ecosystem with function-based architecture that allows easy extension and coordination of various data processing tools

-Complexity overhead compared to simple chat agents, requiring more setup and understanding of the multi-role architecture
-Primarily focused on data analytics use cases, limiting applicability for general-purpose AI agent applications
-Container mode execution, while secure, may introduce performance overhead and deployment complexity

•Multi-step data analysis workflows where intermediate results need to be preserved and referenced across different analytical operations
•Complex tabular data processing tasks involving high-dimensional datasets that require stateful manipulation and transformation
•Automated report generation and data visualization pipelines that combine multiple data sources and analytical functions

Which is more popular, Mastra or TaskWeaver?: Mastra has more GitHub stars (28,525 vs 6,168).
Which is more actively developed, Mastra or TaskWeaver?: Mastra had more commits in the last 90 days (4,109 vs 0).
Should I use Mastra or TaskWeaver?: Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.