FlowStudio MCP — Power Automate Skills for AI Agents
Give your AI agent the same visibility you have in the Power Automate portal — plus a bit more.
The Graph API only returns top-level run status — agents can't see action inputs,
loop iterations, or nested failures. Flow Studio MCP exposes all of it.
You can click through the portal and find the root cause. Your agent can't — unless it has MCP.
When you need this
- Your agent can see that a flow failed, but not why — Graph API only returns status codes
- You want your agent to see action-level inputs and outputs, like you can in the portal
- A loop has hundreds of iterations and some produced bad output — in the portal you'd click through each one, but the agent can scan all iteration inputs and outputs at once
- You want to check flow health, failure rates, and maker activity across your tenant without opening the admin center
- You need to classify flows, detect orphaned resources, or audit connectors at scale — without installing the CoE Starter Kit
- You're tired of being the middle-man between your agent and the portal
Graph API vs Flow Studio MCP
The core difference: Graph API gives your agent run status. MCP gives your agent the inputs and outputs of every action.
| What the agent sees | Graph API | Flow Studio MCP |
|---|---|---|
| Run passed or failed | Yes | Yes |
| Action inputs and outputs | No | Yes |
| Error details beyond status code | No | Yes |
| Child flow run details | No | Yes |
| Loop iteration data | No | Yes |
| Flow definition (read + write) | Limited | Full JSON |
| Resubmit / cancel runs | Limited | Yes |
| Cached flow health & failure rates | No | Yes |
| Maker / Power Apps / connection inventory | No | Yes |
| Governance metadata (tags, impact, owner) | No | Yes |
Skills
| Skill | Description |
|---|---|
| power-automate-mcp | Connect to and operate Power Automate cloud flows — list flows, read definitions, check runs, resubmit, cancel |
| power-automate-debug | Step-by-step diagnostic process for investigating failing flows |
| power-automate-build | Build, scaffold, and deploy Power Automate flow definitions from scratch |
| power-automate-monitoring | Flow health, failure rates, maker inventory, Power Apps, environment and connection counts |
| power-automate-governance | Classify flows by impact, detect orphans, audit connectors, manage notifications, compute archive scores |
The first three skills use live Power Automate API calls. The monitoring and governance
skills use the cached store — a daily snapshot with aggregated stats, remediation hints,
and governance metadata. Requires a FlowStudio for Teams or MCP Pro+ subscription for store tools.
Each skill follows the Agent Skills specification
and works with any compatible agent.
Supported agents
Copilot, Claude Code, Codex, OpenClaw, Gemini CLI, Cursor, Goose, Amp, OpenHands
Quick Start
Install as Claude Code plugin
Available through the Claude plugin marketplace after approval. To test locally:
git clone https://github.com/ninihen1/power-automate-mcp-skills.git
claude --plugin-dir ./power-automate-mcp-skills
Then connect the MCP server:
claude mcp add --transport http flowstudio https://mcp.flowstudio.app/mcp \
--header "x-api-key: <YOUR_TOKEN>"
Get your token at mcp.flowstudio.app.
Install in Codex
Inside a Codex session, install skil
... View full README on GitHub
