Loops MCP Integration for LangChain
Connect Loops to LangChain through the local KosmoKrator MCP gateway with scoped tools, credentials, and write policy.
Connect Loops to LangChain
Bridge LangChain agents to local KosmoKrator integration tools through MCP or headless CLI calls.
Use the MCP gateway when the agent should discover tools, or wrap kosmo integrations:call for fixed chains. The gateway is local, scoped to this integration, and starts with
--write=deny so LangChain can inspect read-capable tools without receiving write access by default.
Loops MCP Config for LangChain
Keep the gateway scoped to the integration and operation class needed by the chain.
{
"mcpServers": {
"kosmokrator-loops": {
"type": "stdio",
"command": "kosmo",
"args": [
"mcp:serve",
"--integration=loops",
"--write=deny"
]
}
}
} Run the Gateway Manually
kosmokrator mcp:serve --integration=loops --write=deny Why Use KosmoKrator Here
Expose only Loops instead of a broad multi-service tool list.
Reuse credentials already configured for the KosmoKrator CLI and Lua runtime.
Start read-only, then opt into ask or allow for trusted workspaces.
Loops Tools Visible to LangChain
LangChain sees stable MCP tool names generated from the Loops integration catalog.
| MCP tool | Source function | Type | Description |
|---|---|---|---|
integration__loops__loops_list_contacts | loops.loops_list_contacts | Read | List contacts from Loops with pagination. Returns contact records including email, name, and custom properties. |
integration__loops__loops_get_contact | loops.loops_get_contact | Read | Get a single contact from Loops by their unique contact ID. Returns full contact details including email, name, and custom properties. |
integration__loops__loops_create_contact | loops.loops_create_contact | Write | Create a new contact in Loops. Requires an email address. Optionally include first and last name. |
integration__loops__loops_update_contact | loops.loops_update_contact | Write | Update an existing contact in Loops. Provide the contact ID and the fields to update (e.g., email, first_name, last_name, or custom properties). |
integration__loops__loops_send_event | loops.loops_send_event | Write | Send a custom event to Loops for a contact identified by email. Events can trigger automations and loops in your Loops account. |
integration__loops__loops_get_current_user | loops.loops_get_current_user | Read | Get the currently authenticated Loops user. Use this to verify the API connection and see account details. |