Skip to main content
Glama
saaqibz

toggl-mcp

by saaqibz
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
nowA

Get a list of existing tags being used in Toggl. Cached daily.

get_tagsA

Get a list of existing tags being used in Toggl. Cached daily.

get_entry_descriptionsA

Get a list of existing time entry descriptions being used in Toggl. Cached daily.

create_time_entryA
Logs a new time entry into Toggl.
LLM Notes:
- Always use the get_tags tool first to find a matching existing tag before calling this tool.
- Always check with get_entry_descriptions tool to see if there's a very similar description that exists and use that as the description.

@param start_time the start datetime in ET (New York) e.g., "2026-03-07T07:30:00"
@param end_time the end datetime in ET (New York) e.g., "2026-03-07T07:30:00"
@param description the activity performed e.g., "Walked dog"
@param tag the tag associated with the entry e.g., "chore"
@returns a time entry object. Make sure to review it for what was actually added.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription
now_resourceGet the current datetime in America/New_York
get_tags_resourceGet a list of existing tags being used in Toggl. Cached daily.
get_entry_descriptions_resourceGet a list of existing time entry descriptions being used in Toggl. Cached daily.
Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

B3.3/5.0

Scored across 4 tools

Disambiguation1/5

The tool 'now' has a description identical to 'get_tags', making them indistinguishable. An agent cannot tell which tool to use without further context, and the purpose of 'now' is unclear.

Naming Consistency2/5

Most tools follow a verb_noun pattern (get_tags, get_entry_descriptions, create_time_entry), but 'now' breaks the pattern with a vague, single-word name. The mixed conventions make the set feel unpolished.

Tool Count3/5

With only 4 tools, and one being a duplicate, the server feels thin for a Toggl integration. However, the focus on time entry creation and reference data is somewhat coherent, so the count is not egregiously low.

Completeness2/5

The server supports creating time entries and reading tags/descriptions, but there are no operations to list, update, or delete time entries, nor to manage tags. Significant CRUD operations are missing, which will frustrate agents needing full lifecycle management.

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources