Weekly AI Tools Tracker - 2026-W19
AI tools usage rankings this week
A weekly AI tools list ranked by public usage signals: GitHub stars, star velocity, repository age, forks, and category relevance. Use it to compare AI productivity tools, AI coding tools, MCP tools, open-source AI tools, and the new projects gaining traction fastest.
Top mover
mempalace
Open-source AI memory system for LLM workflows.
51.1K
Stars
1.7K
Stars/day
30
Days old
10
ranked AI tools featured this week
208
GitHub candidates reviewed
3
tool categories represented
Top AI tools for the week of 2026-05-04
| Rank | Tool | Category | Stars | Velocity | Score |
|---|---|---|---|---|---|
| 1 |  mempalace Open-source AI memory system for LLM workflows. | Chat assistants | 51.1K | 1.7K/day | 0.967 |
| 2 |  graphify Turns code, schemas, docs, and media into a queryable knowledge graph. | Coding tools | 42.5K | 1.4K/day | 0.906 |
| 3 |  caveman Claude Code skill focused on reducing token usage with compressed prompts. | Coding tools | 53.6K | 1.8K/day | 0.883 |
| 4 |  everything-claude-code Agent harness optimization system for Claude Code, Codex, Opencode, and Cursor. | Coding tools | 173.1K | 1.6K/day | 0.882 |
| 5 |  worldmonitor AI-powered global intelligence dashboard for news and infrastructure monitoring. | Productivity and monitoring | 53.4K | 460.7/day | 0.871 |
| 6 |  nanobot Ultra-lightweight personal AI agent. | Coding tools | 41.6K | 450.5/day | 0.847 |
| 7 |  openclaw Personal AI assistant designed to run across operating systems and platforms. | Chat assistants | 368.2K | 2.3K/day | 0.821 |
| 8 |  openclaude Flexible Claude-oriented AI workflow tool. | Coding tools | 25.8K | 768.6/day | 0.817 |
| 9 |  oh-my-openagent Agent harness for open coding-agent workflows. | Coding tools | 55.7K | 365.1/day | 0.811 |
| 10 |  antigravity-awesome-skills Installable library of agentic skills for Claude Code, Cursor, Codex CLI, and Gemini CLI. | Coding tools | 36.3K | 330.1/day | 0.796 |
Hot new AI tools
Newer projects gaining traction fastest
This secondary list favors recent repositories and star velocity, so fast-moving AI agents, coding assistants, and MCP-adjacent tools can surface before they become the largest projects overall.
caveman
Coding tools
Claude Code skill focused on reducing token usage with compressed prompts.
mempalace
Chat assistants
Open-source AI memory system for LLM workflows.
graphify
Coding tools
Turns code, schemas, docs, and media into a queryable knowledge graph.
openclaude
Coding tools
Flexible Claude-oriented AI workflow tool.
Week-over-week ranking graph
Historical AI tool rankings
Current history uses committed weekly GitHub snapshots as the public usage proxy. A January 2026 backfill can be reconstructed from GitHub stargazer timestamps, but large repositories need many paginated API calls.
Tracked GitHub star ranking
Lower is better. The chart compares each tracked repository's rank by total GitHub stars across weekly snapshots.
AutoGPT
+362 stars
HuggingFace Transformers
+568 stars
LangChain
+1.5K stars
Claude Code
+4K stars
Cline
+861 stars
CrewAI
+1.2K stars
Aider
+688 stars
Ray
+191 stars
Why Rize tracks AI tools
AI tools move work out of the old places: less time in browser tabs, more time in agents, coding assistants, terminals, and model dashboards. Manual time tracking misses that shift. Rize captures work automatically, so teams can see which AI workflows are saving time and which ones are just moving effort around.
Category mix
Measure the work behind AI adoption
Use Rize before and after an AI rollout to see whether new tools reduce delivery time, change project margins, or create hidden review work. Automatic time tracking gives founders and operators a baseline they do not have to ask the team to maintain.
Next step
Cross-reference these public AI tool rankings with Rize internal usage rankings once the Timescale aggregate data is up and running. That will let this page compare public GitHub momentum against real tracked work patterns inside Rize.
What are the top AI tools this week?
This weekly AI tools ranking uses GitHub momentum as a public usage proxy, including stars, star velocity, age, forks, and category relevance. It highlights fast-growing AI productivity tools, coding tools, MCP tools, and open-source AI projects.
How are the AI tools ranked?
The ranking scores each repository by star velocity, total stars, forks, and recency. It is not a direct user-count ranking yet; the next step is to cross-reference public GitHub momentum with Rize internal usage rankings once the Timescale aggregate data is live.
Why does Rize track AI tool usage?
Rize tracks AI tool adoption because AI changes where work happens. Automatic time tracking helps teams see whether AI tools reduce delivery time, shift work into review, or change project profitability.