Make Skills for AI Coding Agents
MCP serverDev toolsLets your agent build, run, and debug Make automation scenarios.
Use Make Skills for AI Coding Agents in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Make Skills for AI Coding Agents and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use Make Skills for AI Coding Agents
Needs your own Make Skills for AI Coding Agents account. You sign in to it and approve access when you connect.
Details
Available today. Use it from your connected AI after setup.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
About this server
Build, run and debug Make automation scenarios.
Install Make Skills for AI Coding Agents
The server’s own address, for the clients that take one directly. Or connect ahel once and every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user make-skills-for-ai-coding-agents 'https://mcp.make.com/v2'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://mcp.make.com/v2Add a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=make-skills-for-ai-coding-agents&config=eyJ1cmwiOiJodHRwczovL21jcC5tYWtlLmNvbS92MiJ9Open the link and Cursor adds the server at that address.
ChatGPT
https://mcp.make.com/v2In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add make-skills-for-ai-coding-agents --url 'https://mcp.make.com/v2'Run it once, then sign in with codex mcp login make-skills-for-ai-coding-agents if the server asks for an account.
From the project's README
As published by integromat/make-skills in README.md.
Give your AI coding agent deep Make expertise — for building, explaining, running and debugging Make scenarios through Make's scenario-management MCP server. Works with any agent that reads skill folders and speaks MCP — Claude Code, Codex, Cursor, GitHub Copilot, Windsurf, Cline, and others.
Skills
| Skill | What it does |
|---|---|
| make-scenario-reference | The conventions every tool shares — scopes, the data/remark contract, structure vs configuration, the one-save write model, and what the surface refuses to author — for when a tool answers 403 or refuses something |
| make-scenario-explore | Orienting in an account — organizations, teams, listing scenarios, explaining what one does, connection health, account-wide checks |
| make-scenario-building | Creating and editing scenarios — app and module discovery, connections, resolving account-dependent values, flow control, error handling, subscenarios, AI agents; with references and complete examples |
| make-scenario-operations | Running, activating and deactivating, reviewing and debugging executions, investigating a webhook |
Prerequisites
- A Make account
Installation
Two pieces, both needed: the skills (the expertise) and the MCP server (the tools the skills drive).
Option A: Plugin (recommended)
Claude Code
/plugin marketplace add integromat/make-skills
/plugin install make@make-marketplace
Cursor — Team Marketplace: import integromat/make-skills and install make. The plugin registers the MCP server (/cursor).
Codex
codex plugin marketplace add integromat/make-skills
Then open the plugin directory, select the Make marketplace, and install make. If the MCP server is not registered automatically, add it manually:
codex mcp add make --url https://mcp.make.com/openai
codex mcp login make
Option B: Download the skills
Upload the zips to your agent (Claude Cowork, Claude Chat, and similar) or unzip them into its skills directory:
| Skill | Download |
|---|---|
| Bundle of all the skills | Download |
| Scenario Reference | Download |
| Scenario Explore | Download |
| Scenario Building | Download |
| Scenario Operations | Download |
Skills directories, for agents that read skills from disk:
| Agent | Skills directory |
|---|---|
| ChatGPT / Codex | .codex/skills |
| Claude Code | .claude/skills/ |
| Cursor | .cursor/skills/ |
| Windsurf | .windsurf/skills/ |
| Cline | .cline/skills/ |
| Generic | .agents/skills/ |
Add the MCP server manually
Skip this if a plugin registered it. Each platform has its own endpoint, over HTTP:
| Platform | MCP URL |
|---|---|
| Claude Code | https://mcp.make.com/claude |
| Cursor | https://mcp.make.com/cursor |
| OpenAI Codex | https://mcp.make.com/openai |
claude mcp add --transport http make https://mcp.make.com/claude
claude mcp list
For any other agent, add the matching URL to its JSON MCP config.
On first use, authenticate through Make's OAuth consent screen. The server asks for one bundle of permissions and works only when every one of them is granted — if a tool answers with a permission error, reconnect and grant everything it asks for.
Troubleshooting
| Issue | Solution |
|---|---|
| MCP server not connecting | Check network connectivity to Make servers |
| Permission denied / 403 | Reconnect the Make MCP server and grant every requested permission |
| A tool refuses to create something | Read the refusal — the surface deliberately cannot author data stores, custom functions or data structures; create those in the Make editor |
Contributing
Open pull requests against main — that's the trunk. Use squash merges and Conventional Commit PR titles (feat:, fix:, docs:, …), since release-please relies on them. A separate latest branch is fast-forwarded to each released tag. The Claude Code marketplace entry uses a local ./plugins/make-skills-claude source, so installs track the branch the marketplace is added from. Codex and npx skills add still resolve main HEAD directly. For Cursor Team Marketplace, import this repo and track branch main (branch is not set in .cursor-plugin/marketplace.json).
License
MIT
Signals
- GitHub stars
- 127
- Forks
- 36
- Last commit
- Oct 2026
Advanced
- Delivery
- make MCP server → your ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-integromat-make- Source
- github.com/integromat/make-skills
- Hosted endpoint
https://mcp.make.com/v2
github.com/integromat/make-skills