Can I use Toggl as a CLI?

Yes. KosmoKrator exposes a Toggl CLI through kosmo integrations:call and the provider shortcut command. Commands can return JSON for scripts, CI, and coding agents.

Can I expose Toggl through MCP?

Yes. The KosmoKrator MCP gateway can expose selected Toggl tools to clients such as Claude Code, Cursor, Codex, and other MCP-compatible tools.

Where are Toggl credentials stored?

Toggl credentials are configured in KosmoKrator's local integration settings and reused by CLI, Lua, and MCP gateway surfaces.

Can I deny write access for Toggl MCP tools?

Yes. Start the gateway with --write=deny for read-only clients, or use ask/allow only for trusted workspaces.

productivity

Toggl MCP Integration for LangChain

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

7 functions 6 read 1 write API token auth

Submit Toggl feedback View package source

Connect Toggl 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.

Toggl MCP Config for LangChain

Keep the gateway scoped to the integration and operation class needed by the chain.

{
  "mcpServers": {
    "kosmokrator-toggl": {
      "type": "stdio",
      "command": "kosmo",
      "args": [
        "mcp:serve",
        "--integration=toggl",
        "--write=deny"
      ]
    }
  }
}

Run the Gateway Manually

kosmokrator mcp:serve --integration=toggl --write=deny

Why Use KosmoKrator Here

Scoped tools

Expose only Toggl 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.

Toggl Tools Visible to LangChain

LangChain sees stable MCP tool names generated from the Toggl integration catalog.

MCP tool	Source function	Type	Description
`integration__toggl__toggl_create_time_entry`	`toggl.toggl_create_time_entry`	Write	Create a new time entry in a Toggl workspace. Provide a description, start time, and optionally a project and stop time.
`integration__toggl__toggl_get_current_user`	`toggl.toggl_get_current_user`	Read	Get the authenticated Toggl user profile. Use this to verify your API token is working.
`integration__toggl__toggl_get_project`	`toggl.toggl_get_project`	Read	Get details for a single Toggl project by ID.
`integration__toggl__toggl_get_time_entry`	`toggl.toggl_get_time_entry`	Read	Get details for a single Toggl time entry by ID.
`integration__toggl__toggl_list_projects`	`toggl.toggl_list_projects`	Read	List projects in a Toggl workspace. Optionally filter for active projects only.
`integration__toggl__toggl_list_time_entries`	`toggl.toggl_list_time_entries`	Read	List recent Toggl time entries. Optionally filter by date range.
`integration__toggl__toggl_list_workspaces`	`toggl.toggl_list_workspaces`	Read	List all Toggl workspaces the authenticated user belongs to. Returns workspace IDs and names needed for other Toggl tools.

Related Toggl Pages

Toggl CLIUse direct JSON commands instead of MCP discovery. Toggl MCPFull gateway reference and MCP tool names. KosmoKrator for LangChainClient-level gateway setup.