GitHub Calendar MCP Server
Provides comprehensive GitHub project management capabilities including fetching project issues as calendar events, analyzing team workloads, managing task assignments, and accessing project boards through both GraphQL and REST APIs.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@GitHub Calendar MCP Server show me the team workload distribution for next week"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
GitHub Calendar MCP Server
A Model Context Protocol (MCP) server that provides GitHub project calendar and team management capabilities. This server allows AI assistants like Goose to interact with GitHub project boards, analyze team workloads, and provide scheduling insights.
Features
📅 Calendar Events: Fetch GitHub project issues as calendar events
👥 Team Status: Get current status of all team members
📊 Workload Analysis: Analyze team workload distribution
🎯 Smart Assignment: Find the best team member for new tasks
📋 Personal Schedules: Get individual team member schedules
🔍 Flexible Filtering: Filter by organization, project, dates, and assignees
Related MCP server: GitHub Team Management MCP Server
Installation
Clone or create the project directory:
mkdir github-calendar-mcp-server cd github-calendar-mcp-serverInstall dependencies:
npm installSet up environment variables: Create a
.envfile or set environment variables:export GITHUB_TOKEN=your_github_personal_access_tokenTo create a GitHub token:
Go to GitHub Settings → Developer settings → Personal access tokens
Create a new token with these permissions:
repo(for private repositories)read:org(for organization data)read:project(for project boards)
Usage
Running the Server
npm startThe server will start and listen for MCP connections on stdio.
Integration with Goose
Add this configuration to your Goose MCP settings:
{
"mcpServers": {
"github-calendar": {
"command": "node",
"args": ["/full/path/to/github-calendar-mcp-server/index.js"],
"env": {
"GITHUB_TOKEN": "your_github_token_here"
}
}
}
}Available Tools
1. get_team_status
Get current status of all development team members.
Example prompts:
"What's the current team status?"
"Show me how busy everyone is"
"Get team workload overview"
2. get_person_schedule
Get schedule for a specific team member.
Parameters:
login(required): GitHub usernamedays(optional): Number of days to look ahead (default: 7)
Example prompts:
"What's Alice's schedule for the next week?"
"Show me Bob's upcoming work for the next 14 days"
3. analyze_workload
Analyze team workload distribution.
Example prompts:
"Analyze the team workload"
"Who has the most/least work?"
"Show me workload distribution"
4. find_best_assignee
Find the team member with the lightest workload.
Example prompts:
"Who should I assign this new task to?"
"Find the best person for a new assignment"
"Who has the lightest workload?"
5. get_calendar_events
Get GitHub project calendar events with filtering options.
Parameters:
org(optional): GitHub organization (default: "squareup")project(optional): Project number (default: 333)since(optional): ISO date string to filter from (default: "2025-08-01")assignee(optional): Filter by GitHub username
Example prompts:
"Show me all calendar events"
"Get events for Alice"
"Show me events since September 2025"
"Get calendar events for the design team project"
Configuration
The server is pre-configured for:
Organization:
squareupProject:
333Label Filter:
area: devrel-opensourceDate Range: From August 2025 onwards
You can modify these defaults in the index.js file:
const DEFAULT_ORG = 'your-org';
const DEFAULT_PROJECT_NUMBER = 123;
const DEFAULT_LABEL = 'your-label';Data Sources
The server fetches data from:
GitHub Projects v2 API (GraphQL) - Primary source
GitHub Search API - Fallback if GraphQL fails
Issue custom fields - For start/end dates
Issue body parsing - Backup date extraction
Milestone due dates - Additional date source
Error Handling
The server includes comprehensive error handling:
Authentication errors: Clear messages about GitHub token issues
API rate limits: Graceful handling of GitHub API limits
Network issues: Fallback between GraphQL and REST APIs
Missing data: Sensible defaults for incomplete information
Example Interactions
You: "What's the team status?"
Goose: "Here's the current team status:
**alice**
- Active Issues: 3
- Upcoming Issues: 1
- Overdue Issues: 0
- Total Workload: 4
**bob**
- Active Issues: 1
- Upcoming Issues: 2
- Overdue Issues: 1
- Total Workload: 4"
You: "Who should I assign a new task to?"
Goose: "**alice** has the lightest workload:
- Current workload: 2 issues
- Active: 2
- Upcoming: 0
- Overdue: 0"
You: "Show me Bob's schedule for next week"
Goose: "# Schedule for bob (Next 7 days)
**Fix login bug** (open)
- Start: Sep 23, 2025
- End: Sep 25, 2025
- URL: https://github.com/org/repo/issues/123"Troubleshooting
Common Issues
"Authentication failed" error:
Verify your
GITHUB_TOKENis set correctlyCheck that the token has required permissions
Ensure the token hasn't expired
"Project not found" error:
Verify the organization and project number
Check that your token has access to the project
Ensure the project exists and is accessible
"No events found" error:
Check the date range (default starts from Aug 2025)
Verify the label filter matches your issues
Ensure issues exist with the specified criteria
Server doesn't start:
Run
npm installto ensure dependencies are installedCheck Node.js version (requires 16+)
Verify the
index.jsfile has execute permissions
Debug Mode
For debugging, you can add console logging by modifying the server code or checking the error output when running the server.
Development
To extend the server:
Add new tools: Modify the
setupToolHandlers()methodAdd new data sources: Extend the GitHub API integration
Add UI components: Integrate with
@mcp-ui/serverfor interactive interfacesAdd caching: Implement Redis or file-based caching for better performance
License
MIT License - feel free to modify and distribute as needed.
Available Tools
5 toolsanalyze_workloadB
Analyze team workload distribution and identify who can take on new tasks
Inputs: no named parameters.
find_best_assigneeB
Find the team member with the lightest workload for assigning new tasks
Inputs: no named parameters.
get_calendar_eventsC
Get GitHub project calendar events with optional filtering
Inputs: org, project, since, assignee.
get_person_scheduleB
Get the schedule and upcoming work for a specific team member
Inputs: login (required), days.
get_team_statusB
Get current status of the development team including active issues, due items, and recent completions for each team member
Inputs: no named parameters.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
TDQS
Scored across 5 tools
Most tools have distinct purposes, but analyze_workload and get_team_status overlap in providing team-level insights, which could cause minor confusion. The other tools (find_best_assignee, get_calendar_events, get_person_schedule) are clearly differentiated.
All tool names follow a consistent verb_noun pattern (e.g., analyze_workload, get_calendar_events) with clear, descriptive verbs and nouns. There are no deviations in style or convention.
With 5 tools, the server is well-scoped for managing team workload and schedules in a GitHub context. Each tool serves a specific, non-trivial function, making the count appropriate for the domain.
The toolset covers key aspects of team management (analysis, assignment, event retrieval, schedules, and status), but lacks CRUD operations for calendar events (e.g., create or update events), which is a minor gap agents might need to work around.
Maintenance
Related MCP Connectors
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
Calendar API for AI agents: events, availability, Google/Microsoft setup, scheduling, and iCal.
Operate GitHub from your AI assistant: repos, PRs, issues, Actions. Previews and read-only mode.
Task management for people and AI agents, with scoped OAuth access to issues, projects, and docs.
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