--- title: Flow Studio Blog | MCP (2) description: MCP | Flow Studio Blog (2) image: https://learn.flowstudio.app/hubfs/pexels-aleksandr-neplokhov-1238965-1.jpg --- [Skip to content](https://learn.flowstudio.app/blog/tag/mcp/page/2#main-content) [![Flow Studio](https://learn.flowstudio.app/hs-fs/hubfs/flow-studio-transparency.png?width=90&height=90&name=flow-studio-transparency.png)](https://flowstudio.app) - [FlowStudio App](https://learn.flowstudio.app/) Show submenu for FlowStudio App - [Getting Started](https://learn.flowstudio.app/getting-started) - [Full Text Search](https://learn.flowstudio.app/full-text-search) - [Flow Diagram](https://learn.flowstudio.app/flow-diagram) - [Clipboard & Library](https://learn.flowstudio.app/clipboard) - [Restore a Flow](https://learn.flowstudio.app/restore-power-automate) - [Migrate and Deploy](https://learn.flowstudio.app/migrate-flows) - [Bulk Export Flows](https://learn.flowstudio.app/bulk-export-flows) - [More Info for IT](https://learn.flowstudio.app/more-info-for-it) - 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[Pricing & Plans](https://learn.flowstudio.app/mcp-pricing) - [Manage Tenant Plan](https://learn.flowstudio.app/mcp-tenant-plan-admin) - [FlowStudio AI](https://learn.flowstudio.app/flowstudio-ai) - [Teams](https://learn.flowstudio.app/flowstudio-for-teams) Show submenu for Teams - [Manage Workspace](https://learn.flowstudio.app/teams-workspace) - [Adding Permissions](https://learn.flowstudio.app/teams-add-permission) - [Flow Monitoring](https://learn.flowstudio.app/teams-monitoring) - [Flow Report](https://learn.flowstudio.app/teams-report) - [Blog](https://learn.flowstudio.app/blog) - [FAQ](https://learn.flowstudio.app/faq) - [Personal Data](https://learn.flowstudio.app/personal-data) Contact Us # Your Flow Matters Product updates, insights and industry news [![Power Automate designer showing a 4-stage human-in-the-loop flow that uses a Copilot Studio agent to diagnose and fix other flows](https://learn.flowstudio.app/hubfs/blog-featured-images/57-cover-designer-flow.png)](https://learn.flowstudio.app/blog/power-automate-flow-fixes-other-flows-human-in-the-loop-agent) [Insights & Tips](https://learn.flowstudio.app/blog/tag/insights-tips), [Debugging](https://learn.flowstudio.app/blog/tag/debugging), [MCP](https://learn.flowstudio.app/blog/tag/mcp), [Power Automate](https://learn.flowstudio.app/blog/tag/power-automate), [AI Agents](https://learn.flowstudio.app/blog/tag/ai-agents), [Vibe Coding](https://learn.flowstudio.app/blog/tag/vibe-coding), [Copilot Studio](https://learn.flowstudio.app/blog/tag/copilot-studio), [M365 Copilot](https://learn.flowstudio.app/blog/tag/m365-copilot) ## [I Built a Flow That Fixes Failed Power Automate Flows](https://learn.flowstudio.app/blog/power-automate-flow-fixes-other-flows-human-in-the-loop-agent) ![Picture of Catherine Han](https://learn.flowstudio.app/hs-fs/hubfs/catherine-circle.jpg?width=50&name=catherine-circle.jpg) [Catherine Han](https://learn.flowstudio.app/blog/author/catherine-han) Apr 12, 2026, 8:55:15 PM A failed flow sends an HTTP trigger. A Copilot Studio agent reads the run history, produces a plain-... [Read more](https://learn.flowstudio.app/blog/power-automate-flow-fixes-other-flows-human-in-the-loop-agent) [![](https://learn.flowstudio.app/hubfs/blog-featured-images/flow-studio-mcp-feature.png)](https://learn.flowstudio.app/blog/stop-learning-power-automate-ai-agent-mcp) [Insights & Tips](https://learn.flowstudio.app/blog/tag/insights-tips), [Debugging](https://learn.flowstudio.app/blog/tag/debugging), [MCP](https://learn.flowstudio.app/blog/tag/mcp), [Power Automate](https://learn.flowstudio.app/blog/tag/power-automate), [AI Agents](https://learn.flowstudio.app/blog/tag/ai-agents), [Vibe Coding](https://learn.flowstudio.app/blog/tag/vibe-coding) ## [I Told a Reddit User to Stop Learning Power Automate. Here's Why in 2026.](https://learn.flowstudio.app/blog/stop-learning-power-automate-ai-agent-mcp) ![Picture of Catherine Han](https://learn.flowstudio.app/hs-fs/hubfs/catherine-circle.jpg?width=50&name=catherine-circle.jpg) [Catherine Han](https://learn.flowstudio.app/blog/author/catherine-han) Apr 12, 2026, 12:23:00 AM Yesterday a one-person business owner posted on r/PowerAutomate asking whether it was worth investin... [Read more](https://learn.flowstudio.app/blog/stop-learning-power-automate-ai-agent-mcp) [![AI Agent rewrote my Power Automate flow, 80 actions to 17](https://learn.flowstudio.app/hubfs/blog-featured-images/cover-dictionary-pattern.png)](https://learn.flowstudio.app/blog/ai-agent-build-power-automate-flow-dictionary-pattern) [Insights & Tips](https://learn.flowstudio.app/blog/tag/insights-tips), [Debugging](https://learn.flowstudio.app/blog/tag/debugging), [MCP](https://learn.flowstudio.app/blog/tag/mcp), [Power Automate](https://learn.flowstudio.app/blog/tag/power-automate), [AI Agents](https://learn.flowstudio.app/blog/tag/ai-agents), [Vibe Coding](https://learn.flowstudio.app/blog/tag/vibe-coding) ## [AI Agent Built My Power Automate Flow: 80 Actions Down to 17](https://learn.flowstudio.app/blog/ai-agent-build-power-automate-flow-dictionary-pattern) ![Picture of Catherine Han](https://learn.flowstudio.app/hs-fs/hubfs/catherine-circle.jpg?width=50&name=catherine-circle.jpg) [Catherine Han](https://learn.flowstudio.app/blog/author/catherine-han) Mar 16, 2026, 11:30:33 PM Sharing my experience from the past two days using an AI Agent + MCP to build a Power Automate flow ... [Read more](https://learn.flowstudio.app/blog/ai-agent-build-power-automate-flow-dictionary-pattern) [![Code on a monitor representing AI agent debugging Power Automate flows — Photo by Florian Olivo on Unsplash](https://learn.flowstudio.app/hubfs/blog-images/ai-agent-debugging-power-automate.jpg)](https://learn.flowstudio.app/blog/ai-agents-can-build-power-automate-flows-debugging-is-the-trap) [Debugging](https://learn.flowstudio.app/blog/tag/debugging), [MCP](https://learn.flowstudio.app/blog/tag/mcp), [Power Automate](https://learn.flowstudio.app/blog/tag/power-automate), [AI Agents](https://learn.flowstudio.app/blog/tag/ai-agents), [Vibe Coding](https://learn.flowstudio.app/blog/tag/vibe-coding) ## [AI Agents Can Build Power Automate Flows. Debugging Is the Trap.](https://learn.flowstudio.app/blog/ai-agents-can-build-power-automate-flows-debugging-is-the-trap) ![Picture of Catherine Han](https://learn.flowstudio.app/hs-fs/hubfs/catherine-circle.jpg?width=50&name=catherine-circle.jpg) [Catherine Han](https://learn.flowstudio.app/blog/author/catherine-han) Mar 6, 2026, 4:17:29 AM I have been using AI agents to build Power Automate flows. OpenClaw, specifically. Flows are JSON. A... 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