cal2prompt
✨ Fetches your schedule (Google Calendar) and outputs it as a single LLM prompt, with an optional MCP server mode.
shuntaka9576
README
⚠️ This project is still experimental. Features may change without notice. Use with caution! ⚠️
cal2prompt
cal2prompt is a command-line tool that fetches your schedule (e.g., from Google Calendar) and converts it into a custom prompt or text snippet via a template engine. It can output directly to your stdout, or run as an experimental MCP (Model Context Protocol) server.
cal2prompt uses the Google Calendar API version 3.
CLI Example
Model Context Protocol(MCP) Example(experimental)
Features
-
🚀 Google Calendar Integration
Utilizes the Google Calendar API v3 to fetch your schedule. -
📄 Flexible LLM Prompt Customization with a Template Engine
Customize the generated prompts using the Jinja2 template engine. -
⚡️ Blazing fast
High-speed Processing Powered by the Rust Ecosystem. -
🔧 Experimental MCP Mode
Run cal2prompt as a Model Context Protocol server.
Installation
Brew (MacOS)
brew install shuntaka9576/tap/cal2prompt
Cargo (git)
git clone https://github.com/shuntaka9576/cal2prompt
cd cal2prompt
cargo install --path .
Usage
$ cal2prompt --help
✨ Fetches your schedule (e.g., from Google Calendar) and converts it into a single LLM prompt. It can also run as an MCP (Model Context Protocol) server.
Usage: cal2prompt [OPTIONS] [COMMAND]
Commands:
mcp Launch cal2prompt as an MCP server (experimental).
help Print this message or the help of the given subcommand(s)
Options:
--since <DATE> Start date (YYYY-MM-DD). Requires --until.
--until <DATE> End date (YYYY-MM-DD). Requires --since.
--today Fetch events for today only.
--this-week Fetch events for the current week (Mon-Sun).
--this-month Fetch events for the current month (1st - end).
--next-week Fetch events for the upcoming week (Mon-Sun).
-h, --help Print help
-V, --version Print version
Initial setup
1. Setup Google OAuth2.0 Client
We use OAuth2 for authenticating with your Google account. After authentication, the generated token is stored in the oauth
file located in your platform’s data directory (e.g., ~/.local/share/cal2prompt/oauth
on Linux). When you launch cal2prompt for the first time, the authentication process will begin automatically—simply follow the on-screen instructions.
Currently, you must use your own Calendar API token. The Calendar API token is only granted to a limited number of users and requires Google’s approval. Even if I, as the project owner, were to provide a Google-approved client, there would inevitably be security risks. Therefore, you need to create and manage your own token.
Please follow the steps in docs/setup-oauth to create your own Google “project” and obtain an OAuth token.
2. Setup configuration
Configuration is written in Lua. Below is an example of the configuration. You can separate public and private information into separate files if you prefer—simply customize it to suit your needs.
Create ~/.config/cal2prompt/secrets.lua
and add the following contents. The file name can be any name as long as it matches the require statement in the config.lua mentioned later.
Please specify the clientID, clientSecret, and Calendar ID you created earlier. You can find the Calendar ID in the Google Calendar web UI.
local M = {}
M.google = {
clientID = "***.apps.googleusercontent.com",
clientSecret = "***",
calendarIDs = {
"example@gmail.com"
},
}
return M
Create ~/.config/cal2prompt/config.lua
and add the following contents:
local cal2prompt = require("cal2prompt") -- builtin module
local os = require("os") -- stdlib
local secrets = require("secrets")
return {
settings = {
-- see https://en.wikipedia.org/wiki/List_of_tz_database_time_zones
-- TZ = "Etc/UTC",
TZ = "Asia/Tokyo",
-- TZ = "America/Los_Angeles"
-- TZ - "Asia/Shanghai"
},
source = {
google = {
oauth2 = {
clientID = secrets.google.clientID,
clientSecret = secrets.google.clientSecret,
},
calendar = {
getEvents = {
calendarIDs = secrets.google.calendarIDs,
},
},
},
},
output = {
-- template = cal2prompt.template.google.standard
template = [[
Here is your schedule summary. Please find the details below:
{% for day in days %}
## Date: {{ day.date }}
--------------------------------------
### All-Day Events:
{% if day.all_day_events|length == 0 %}
(No all-day events)
{% else %}
{% for ev in day.all_day_events %}
- {{ ev.summary }}
- (All Day)
- Location: {{ ev.location or "N/A" }}
- Description: {{ ev.description or "No description." }}
- Attendees:
{% if ev.attendees|length > 0 %}
{% for a in ev.attendees %}
- {{ a }}
{% endfor %}
{% else %}
- (No attendees)
{% endif %}
{% endfor %}
{% endif %}
### Timed Events:
{% if day.timed_events|length == 0 %}
(No timed events)
{% else %}
{% for ev in day.timed_events %}
- {{ ev.summary }}
- Start: {{ ev.start }}
- End: {{ ev.end }}
- Location: {{ ev.location or "N/A" }}
- Description: {{ ev.description or "No description." }}
- Attendees:
{% if ev.attendees|length > 0 %}
{% for a in ev.attendees %}
- {{ a }}
{% endfor %}
{% else %}
- (No attendees)
{% endif %}
{% endfor %}
{% endif %}
{% endfor %}
]],
},
}
3. CLI Authentication
cal2prompt executes the OAuth 2.0 flow to obtain authentication credentials. For detailed step-by-step flow instructions, please refer to docs/setup-cli-auth
cal2prompt
Integrating Claude Desktop with MCP
Please add the following configuration to ~/Library/Application\ Support/Claude/claude_desktop_config.json
:
- For
mcpServers.cal2prompt.command
: You must specify the full path obtained by runningwhich cal2prompt
. - For
mcpServers.cal2prompt.env.HOME
: Since Claude Desktop may not inherit the HOME environment variable, so it needs to be set explicitly.
{
"mcpServers": {
"cal2prompt": {
"command": "/Users/username/.cargo/bin/cal2prompt",
"args": ["mcp"],
"env": {
"HOME": "/Users/username"
}
}
}
}
Configuration
Config Options
Variable Name | Required | Description | Default Value |
---|---|---|---|
settings.TZ |
true | IANA time zone format. (e.g. America/Los_Angeles Asia/Tokyo ) |
UTC |
settings.oauthFilePath |
false | Path where OAuth2.0 tokens are temporarily stored. Typically, users do not need to change this unless they have a custom setup. | ~/.local/share/cal2prompt/oauth |
source.google.oauth2.clientID |
true | Your Google OAuth2 Client ID used for authenticating with the Google Calendar API. | (No default; must be specified) |
source.google.oauth2.clientSecret |
true | Your Google OAuth2 Client Secret used for authenticating with the Google Calendar API. | (No default; must be specified) |
source.google.oauth2.scopes |
false | Scopes to grant to Google OAuth 2.0 client. Please refer to here for the types of scopes. | [https://www.googleapis.com/auth/calendar.events ] |
source.google.oauth2.redirectURL |
false | The OAuth2 callback URL to which Google will send responses. | "http://127.0.0.1:9004" |
source.google.calendar.getEvents.calendarIDs |
true | A list of one or more Google Calendar IDs from which cal2prompt will fetch events. Each ID can typically be found in your Google Calendar settings. If multiple IDs are provided, events from each calendar will be fetched and combined in chronological order. | (No default; must be specified) |
output.template |
true | A string that defines how the fetched calendar data should be formatted/output. | (No default; must be specified) |
experimental.mcp.insertCalendarEvent.calendarID |
false | The ID of the Google Calendar to which new events will be inserted when using the experimental MCP feature. | None |
Environment
Variable Name | Description | Default Value |
---|---|---|
CAL2_PROMPT_CONFIG_FILE_PATH |
Path to a custom Lua configuration file if you do not want to use the default. | ~/.config/cal2prompt/config.lua |
Recommended Servers
Crypto Price & Market Analysis MCP Server
A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface.
MCP PubMed Search
Server to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.
dbt Semantic Layer MCP Server
A server that enables querying the dbt Semantic Layer through natural language conversations with Claude Desktop and other AI assistants, allowing users to discover metrics, create queries, analyze data, and visualize results.
mixpanel
Connect to your Mixpanel data. Query events, retention, and funnel data from Mixpanel analytics.

Sequential Thinking MCP Server
This server facilitates structured problem-solving by breaking down complex issues into sequential steps, supporting revisions, and enabling multiple solution paths through full MCP integration.

Nefino MCP Server
Provides large language models with access to news and information about renewable energy projects in Germany, allowing filtering by location, topic (solar, wind, hydrogen), and date range.
Vectorize
Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
Mathematica Documentation MCP server
A server that provides access to Mathematica documentation through FastMCP, enabling users to retrieve function documentation and list package symbols from Wolfram Mathematica.
kb-mcp-server
An MCP server aimed to be portable, local, easy and convenient to support semantic/graph based retrieval of txtai "all in one" embeddings database. Any txtai embeddings db in tar.gz form can be loaded
Research MCP Server
The server functions as an MCP server to interact with Notion for retrieving and creating survey data, integrating with the Claude Desktop Client for conducting and reviewing surveys.