Mastra
TypeScript framework for agents, tools and workflows with memory, integrations and observability according to configured modules.
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Purpose and operating environment
TypeScript framework for agents, tools and workflows with memory, integrations and observability according to configured modules.
This is a development or orchestration infrastructure. A developer must configure models, tools, access policy, deployment and testing: installing it alone does not create a reliable agent.
A practical application
Build document retrieval with constrained tools and an auditable summary output.
Before starting, define the expected artifact, authorized data, success criteria and actions requiring approval. Keep source links or files. Compare claimed success to the actually observed outcome.
Before your first task
Create a project following official instructions, then connect a single demonstration function.
Read setup prerequisites, licensing, model requirements and account restrictions on the provider site. Never paste API keys into a public page or a shared prompt.
Four steps for a controlled evaluation
- 01
Create a minimal agent
- 02
Define a tool schema
- 03
Test permissions
- 04
Compare traces and outputs
Limitations and safeguards
Capabilities and guarantees vary by module. Avoid sensitive data before reviewing access boundaries.
Evaluate answer quality, tool selection, permissions, reproducibility, total cost and prompt injection risk separately. If the agent can send, delete, pay or publish, require explicit confirmation and verify the outcome in the destination system.
- Authorized data and scope
- Actual actions and approval requirements
- Evidence, traces and rollback
- Maintenance, versions, accessibility and access terms
Documentation and references
Vendor documentation describes a product or project rather than serving as independent validation. The OWASP source covers general risks and does not mean OWASP tested or endorsed this tool.