AgentIndex icon
AgentIndex
study-dashboard logo
study-dashboard
★ 76
vs
akb logo
akb
★ 163

study-dashboard vs akb

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.; akb: AKB is an agent knowledgebase that serves organizational memory for AI agents over the Model Context Protocol (MCP). It provides hybrid semantic + keyword search, structured tables, files, and a URI graph, all backed by Git for version history. Designed as a drop-in alternative to Confluence or Notion for MCP-aware agents like Claude Code, Cursor, and Windsurf.

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 →
akb logo
akbMemory & Context · ★ 163

Provide persistent memory and knowledge management for AI coding agents

Read akb full review →
02

Side-by-Side Comparison

Field
study-dashboard logostudy-dashboard
akb logoakb
Category
Observability
Memory & Context
Stars
★ 76
★ 163
License
MIT
NOASSERTION
Install Command
git clone https://github.com/AmmarSaleh50/study-dashboard && cd study-dashboard && uv sync && cd web && pnpm install && cd ..
cp config/app.yaml.example config/app.yaml && cp config/secret.yaml.example config/secret.yaml && docker compose up -d
Updated
4w ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
anthropic, claude, claude-code
agent, claude, claude-code
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
akb logoakb
01Git-backed version history for all documents and files
02MCP (Model Context Protocol) integration via Streamable HTTP and stdio
03Hybrid search (dense + BM25) with RRF fusion
04Structured documents and tables with Markdown and YAML frontmatter
05Explicit knowledge graph with relations (depends_on, related_to, implements)
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
akb logoakb
↳Provide persistent memory and knowledge management for AI coding agents
↳Replace Confluence or Notion for agent-accessible documentation
↳Manage complex project knowledge with structured docs, tables, and graph relationships
FAQ

FAQ

What is the difference between study-dashboard and akb?
Both study-dashboard and akb are in the Observability category. study-dashboard has 76 stars, while akb has 163 stars.
Which is better, study-dashboard or akb?
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 akb if Provide persistent memory and knowledge management for AI coding agents.
Is study-dashboard free or open source?
Yes, study-dashboard is open source on GitHub (MIT).
Is akb free or open source?
Yes, akb is open source on GitHub (NOASSERTION).
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Related

Alternatives to study-dashboard →Alternatives to akb →study-dashboard details →akb details →