Strata earns praise for reducing context overload and guiding agents to the right tools across many apps, which users say makes complex workflows feel manageable and efficient. Reviewers highlight its step-by-step drill-down (Intent → Integration → Category → Action) as intuitive, boosting accuracy and UX. Several note strong scalability without ballooning tokens, plus appreciation for open-source and self-hosting flexibility. Questions around caching and latency hint at interest in repeat-query performance. Overall, users find Strata effective for orchestrating large, multi-app automations with clear, reliable tool selection.
Agnes AI
Love how Strata guides the AI step-by-step instead of dumping every tool at once—makes so much sense! I’ve totally hit that “choice paralysis” wall building agents before. Is there an easy way to add custom integrations?
Strata
Hey @cruise_chen Thanks! yeah, Strata seamlessly integrates with any external MCP server, you can add your own MCP Server in the API parameter - https://docs.klavis.ai/api-reference/strata/create#body-external-servers, we'll also support add external in UI this week as well. which integration you'd like to add? your internal one or some existing public?
Ai Business Tool
Strata looks super promising—one MCP server that progressively guides agents to the right tools across apps solves real tool overload and parameter fragility at scale. Excited about security and governance—how are permissions and tool discovery audited across thousands of integrations?
Strata
@mayurpedekar Thanks for the kind words and for asking about such a critical topic! Security and governance are top priorities. Permissions can be managed at the integration level, so you have granular control over what each agent is allowed to 'discover' and execute. We're building out even more robust RBAC features for this.
Finally, someone has made this thing. For vibe coding, I often use tools like Playwright. Now I'm going to try Strata. I hope it has more free tools!
Strata
@andrew_jameson111 Thank you Andrew! Strata currently support 70+ integration with thousands of tools, and with Strata's capability, we'd support the entire tool ecosystem!
X-Design
Congrats on shipping! Launch days are never easy, but the community response here is already showing how needed this product is.
Strata
@yuncheng Thank you!
Triforce Todos
Huge respect for tackling this problem. Context overload has been the silent killer for AI performance.
Strata
@abod_rehman I love the phrase 'Silent killer'. It's a problem that lurks under the surface and caps the potential of so many projects. We're determined to solve it. Thanks for the respect!
Congratulations on the launch! I like how this makes site building a lot easier. Can't wait to run my business with it.
Cool. Will definitely try in my next project!
Strata
@matze_schmidbauer Thank you! Would love to hear your feedback!