The top of GitHub Trending on September 24 included agent memory and orchestration, an office SDK, and finance workflow tools. Here are the 10 repositories that gained the most stars in a day, in rank order.
Star counts are as shown on GitHub Trending on September 24. We've also summarized each project's purpose, starter command, and license.
Today's Top 10 at a glance
| Rank | Repository | Gained today | Total stars | One-line description |
|---|---|---|---|---|
| 1 | vectorize-io/hindsight | +1,607 | 26,928 | Long-term memory for agents |
| 2 | google/ax | +1,543 | 9,681 | Google's agent orchestration |
| 3 | dream-num/univer | +1,142 | 17,066 | Web office SDK |
| 4 | anthropics/financial-services | +664 | 37,196 | Claude plugins for finance work |
| 5 | mvt-project/mvt | +543 | 14,602 | Mobile forensics tool |
| 6 | superdesigndev/treg | +506 | 2,944 | Tool routing for agents |
| 7 | obra/superpowers | +474 | 290,984 | Development methodology for coding agents |
| 8 | rohitg00/ai-engineering-from-scratch | +310 | 55,918 | AI engineering curriculum |
| 9 | FxEmbed/FxEmbed | +165 | 5,263 | Social link embed conversion |
| 10 | strands-agents/harness-sdk | +115 | 8,073 | In-app agent harness SDK |
1. vectorize-io/hindsight: long-term memory for agents
A long-term memory system that helps agents build up memories across sessions and search for and reflect on the context they need. It's useful for coding agents that carry project context forward and for developers of agent products.
v0.10.1 improved attachment handling and search for memory banks. To get started, set your model provider key as an environment variable and run the command.
docker run -it --pull always --name hindsight --restart unless-stopped -p 8888:8888 -p 9999:9999 -e HINDSIGHT_API_LLM_API_KEY="$OPENAI_API_KEY" -v hindsight-data:/home/hindsight/.pg0 ghcr.io/vectorize-io/hindsight:latest2. google/ax: Google AX orchestration
An orchestrator built on Agent Substrate and Kubernetes that runs agent jobs declaratively across a cluster. It suits platform and infrastructure teams running many agents with isolated development environments and network policies.
Latest update: v0.3.0 updated the AX runtime and cluster operations features. Deployment environments need Kubernetes and a container registry.
go install github.com/google/ax/cmd/ax@latestLicense: Apache-2.0
3. dream-num/univer: web office SDK
An office SDK for adding spreadsheet, document, and presentation features to web products. It's useful for product teams building work tools or wanting agents to handle documents and tables.
Latest update: v1.0.2 improved PDF import and rendering plus chart and document elements. The development environment uses Node.js 22.18 or later and pnpm 11 or later. Univer Pro features are offered as a separate commercial product.
git clone https://github.com/dream-num/univer.git && cd univer && pnpm install && pnpm devLicense: Apache-2.0
4. anthropics/financial-services: financial services agents
A collection of Claude agents, skills, and data connectors for investment banking, equity research, private equity, and wealth management work. Teams can use it to set up drafts and repetitive tasks in financial analysis workflows.
Latest update: The repository provides plugin setups for financial analysis and market research.
claude plugin marketplace add anthropics/financial-services && claude plugin install financial-analysis@claude-for-financial-servicesLicense: Apache-2.0
5. mvt-project/mvt: mobile forensics
The Mobile Verification Toolkit, which looks for traces of compromise and forensic indicators on iOS and Android devices. Mobile security investigators and incident response and research teams use it to analyze backups and device data.
Latest update: The September 21, 2026 update refreshed iOS information and mount detection items. You install and use it in a mobile forensics investigation environment.
pip3 install mvtLicense: MVT License 1.1
6. superdesigndev/treg: tool routing for agents
Connects APIs and tools from multiple providers through a single registry and proxy to manage a team's credentials and calls. It's useful for development teams that don't want to distribute provider keys to each agent separately, and the README describes more than 60 providers and more than 3,000 endpoints.
Latest update: A tool registry offered mainly through an install script and a login flow. Its license distinguishes between internal use, modification, and redistribution within an organization and the terms for offering it as a service to third parties.
curl -fsSL https://treg.to/install.sh | sh && treg loginLicense: Apache 2.0 with additional terms
7. obra/superpowers: skills for coding agents
A skills and development methodology framework that helps coding agents follow brainstorming, planning, test-driven development, implementation, and review. It's useful for developers using supported agents such as Claude Code.
Latest update: v6.4.1 includes a session diagnostics skill and support for OpenCode 2.0, Muse, and Qwen Code.
/plugin install superpowers@claude-plugins-officialLicense: MIT
To look at agent runtime environments too, you can also see the OpenAI Codex harness case.
8. rohitg00/ai-engineering-from-scratch: learning AI engineering
A learning curriculum for picking up AI engineering in 20 phases and 523 lessons. Self-learners and engineering teams can practice from the basics through agents and MCP.
Latest update: v2026.09 updated the 2026 edition of the course and the lesson structure. This command brings the 20 phases of learning content in as an agent skill.
npx skills add rohitg00/ai-engineering-from-scratchLicense: MIT
9. FxEmbed/FxEmbed: X and Bluesky embeds
An embed service that converts X and Bluesky links so they show up with images, video, and polls in Discord and Telegram. Community moderators and teams running their own embed servers can use it.
Latest update: It provides link conversion by adding fx or fixup to the domain, and Docker Compose self-hosting. To use it, add fx or fixup to the domain of the link you want to share, and run the Compose command if you're hosting it yourself.
docker compose up -d --buildLicense: MIT
10. strands-agents/harness-sdk: in-app agent harness
An agent harness SDK that combines tools, MCP, sessions, memory, guardrails, and tracing inside Python and TypeScript applications. It's useful for app developers who integrate an agent runtime into product code.
Latest update: harness-cli v0.1.2 covered explicit model IDs, MCP client 2.0, and Agent.shutdown() cleanup.
pip install strands-harnessLicense: Apache-2.0 · TypeScript install: npm install @strands-agents/harness
Repositories agent developers should look at first
To connect memory to a product, start with Hindsight. To run many jobs on a cluster, start with Google AX. To put a runtime inside an app, start with the Strands Harness SDK. If you want to refine a coding agent's working procedure, Superpowers is also a candidate.