KosmoKrator

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Loops MCP Integration for LangChain

Connect Loops to LangChain through the local KosmoKrator MCP gateway with scoped tools, credentials, and write policy.

6 functions 3 read 3 write API key auth

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

Scoped tools

Expose only Loops instead of a broad multi-service tool list.

Local credentials

Reuse credentials already configured for the KosmoKrator CLI and Lua runtime.

Write policy

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 toolSource functionTypeDescription
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.

Related Loops Pages