| Your agent | Use |
|---|---|
| Coding agent with CLI access (Claude Code, Cursor, Windsurf, Codex) | Agent Skills |
| MCP-compatible agent (Claude Desktop, ChatGPT, etc.) | MCP Server |
| Custom agent or in-app AI assistant | Custom / In-app Agent |
Agent Skills
If your agent supports skills and you can run commands in the terminal, this is the fastest path.“Connect to HubSpot and create an action that syncs new contacts to our database.”See Agent Skills for details.
MCP Server
If your agent supports MCP but not skills, add Membrane’s hosted MCP server:Custom / In-app Agent
If you’re building your own agent or embedding an AI assistant in your product:- Custom standalone agent — see the agent-skills repository for ready-to-run examples with OpenAI SDK, Vercel AI SDK, LangChain, and OpenCode adapters.
- In-app AI assistant (multi-tenant, acts on behalf of each user) — see In-app AI Agent for the complete guide with per-user authentication and scoped connections.