AgentIndex icon
AgentIndex
study-dashboard logo
study-dashboard
★ 76
vs
golf logo
golf
★ 841

study-dashboard vs golf

study-dashboard: A self-hostable personal study dashboard that tracks courses, schedule, lectures, study topics, deliverables, and tasks. It integrates with Claude via MCP (Model Context Protocol) with ~45 tools, allowing Claude to interact with the app from browser, phone, desktop, or Claude Code. The app provides a real-time view of academic progress and supports seamless AI-assisted learning.; golf: Golf is a Python framework designed to streamline the creation of MCP server applications by defining capabilities as Python files. It automatically discovers, parses, and compiles these components into a runnable MCP server, minimizing boilerplate and accelerating development.

01

TL;DR

study-dashboard logo
study-dashboardObservability · ★ 76

Study session with Claude: fetch lecture slides, teach content, and mark topics as studied via voice or text commands

Read study-dashboard full review →
golf logo
golfObservability · ★ 841

Building custom MCP server applications.

Read golf full review →
02

Side-by-Side Comparison

Field
study-dashboard logostudy-dashboard
golf logogolf
Category
Observability
Observability
Stars
★ 76
★ 841
License
MIT
Apache-2.0
Install Command
git clone https://github.com/AmmarSaleh50/study-dashboard && cd study-dashboard && uv sync && cd web && pnpm install && cd ..
pip install golf-mcp
Updated
4w ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
anthropic, claude, claude-code
MCP, Python, Server Framework
03

Features

study-dashboard logostudy-dashboard
01Self-hostable personal study dashboard
02Integration with Claude via MCP (~45 tools)
03Real-time tracking of courses, schedule, lectures, study topics, tasks, and deliverables
04MCP connector for Claude.ai, Claude Code, and mobile app
05Upload and manage course files with PDF rendering to images
golf logogolf
01Streamlined creation of MCP server applications.
02Automatic discovery, parsing, and compilation of server components (tools, prompts, resources).
03Enterprise-grade authentication (JWT, OAuth Server, API key, development tokens).
04Built-in utilities for Large Language Model (LLM) interactions.
05Automatic OpenTelemetry integration for monitoring and tracing.
04

Use Cases

study-dashboard logostudy-dashboard
↳Study session with Claude: fetch lecture slides, teach content, and mark topics as studied via voice or text commands
↳One-time semester seeding: use Claude Code to import all course data from LMS files and populate the dashboard
↳Daily management: check deadlines, add tasks, and review progress through the dashboard or Claude interface
golf logogolf
↳Building custom MCP server applications.
↳Developing backend services for AI agents and Large Language Models.
↳Rapid prototyping and deployment of server capabilities (tools, prompts, resources).
FAQ

FAQ

What is the difference between study-dashboard and golf?
Both study-dashboard and golf are in the Observability category. study-dashboard has 76 stars, while golf has 841 stars.
Which is better, study-dashboard or golf?
The best choice depends on your use case. Choose study-dashboard if Study session with Claude: fetch lecture slides, teach content, and mark topics as studied via voice or text commands, and golf if Building custom MCP server applications..
Is study-dashboard free or open source?
Yes, study-dashboard is open source on GitHub (MIT).
Is golf free or open source?
Yes, golf is open source on GitHub (Apache-2.0).
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