Catalyst

Repository discovery

Separate GitHub searches for stronger discovery.

Catalyst checks several repository groups so it can find small, active, category-specific, and builder-led projects that one broad search can miss.

Active groups
7
Unique repositories
37
Search groups
8
Source
GitHub

Top result

QuartzLanceAwaken GitHub avatar

QuartzLanceAwaken/Autodesk-Inventor-Tool

5.9 stars/day

100

Generated Aug 25, 06:32 PM · each group has its own ranked list.

View API

Fast under 500

Fast repositories under 500 stars

GitHub live

Recent repositories with 20 to 500 stars.

This group finds small projects that are growing quickly.

02
mco-org GitHub avatar
mco-org/mco

CLI-first orchestration for AI coding agents: run selected agents and models in parallel, compare raw answers, and coordinate review or implementation workflows.

AI AgentsPython

499

55

2.8/day

100
03
privatenumber GitHub avatar
privatenumber/mac-ocr

macOS CLI for OCR and searchable PDFs using Apple's Vision framework

DevtoolsSwift

499

23

6.8/day

100
04
theswerd GitHub avatar
theswerd/brainless

Claude Code, Codex, and Grok interfaces as shadcn components

DevtoolsTypeScript

499

38

11.1/day

100
05
GiraffePlunder GitHub avatar
GiraffePlunder/Better-Discord-2026

🚀 BetterDiscord Tool – An open-source utility for managing local layout files, custom web styles, and development extensions. Simplify your workflow with an automated style injector, asset manager, and configuration helper. Safe, lightweight, and fully transparent environment for interface customization.

DevtoolsUnknown

499

30

5.9/day

100

Credible launches

New repositories from known builders

GitHub live

New repositories from builders already seen by Catalyst.

This group checks whether known builders have started new work.

No repositories found for this search group.

No repositories found for this group.

Active, low stars

Recently active low-star repositories

GitHub live

Repositories pushed in the last 30 days with 5 to 300 stars.

This group finds active repositories with low public attention.

02
xynogen GitHub avatar
xynogen/pix-mono

Monorepo of Pix, Distro of PI Coding Agent

AI AgentsTypeScript

54

10

0.7/day

100
03
oipoistar GitHub avatar
oipoistar/tinta

Fast, lightweight markdown viewer & reader for Windows. Native C++ with Direct2D — <2MB binary, <100ms startup, no Electron. 10 themes, TOC, search, edit mode.

DevtoolsC++

128

18

0.5/day

100
04
eric2003 GitHub avatar
eric2003/OneFLOW

LargeScale Multiphysics Scientific Simulation Environment-OneFLOW CFD

DevtoolsC++

280

85

0.1/day

100

Fork-heavy

Fork-heavy repositories

GitHub live

Repositories with more than 20 forks and fewer than 500 stars.

This group finds projects that developers are copying or extending.

Crypto

Crypto repositories

GitHub live

Repositories tagged crypto, Solana, blockchain, web3, or DeFi.

This group tracks early crypto and on-chain infrastructure work.

01
xrpcommunity GitHub avatar
xrpcommunity/XRP-community-wallet

Fully decentralized and the most secure XRP & EVM wallet - built by the community, for the community.

AI AgentsTypeScript

1.9K

132

18.3/day

100
02
mnemox-ai GitHub avatar
mnemox-ai/tradememory-protocol

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

AI AgentsPython

1.4K

166

7.7/day

100
03
metamask-eth GitHub avatar
metamask-eth/metamask-desktop

🖥️ The MetaMask Desktop app is a companion crypto wallet app that improves the overall performance of the MetaMask Extension Flask build

CryptoCSS

1.2K

91

16.4/day

100
05
erdwin90 GitHub avatar
erdwin90/crypto-bar-mac

macOS menu bar app that bring real time cryptocurrency prices using the CoinGecko API. Supports Bitcoin, Ethereum, and many other coins

CryptoObjective-C

1.2K

96

19.1/day

100

Core tech

AI, security, data, and infrastructure

GitHub live

Repositories tagged AI, agents, MCP, security, data, or infrastructure.

This group widens discovery across core technical categories.

01
Netw0rkNoob GitHub avatar
Netw0rkNoob/VulnClaw

基于 AI Agent + MCP 工具链 + 渗透 Skill 编排, 配合大语言模型, 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。

AI AgentsPython

3K

399

23/day

100
02
signerlabs GitHub avatar
signerlabs/ShipSwift

AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access.

AI AgentsSwift

3K

177

11.7/day

100
03
viperrcrypto GitHub avatar
viperrcrypto/Siftly

Local Twitter/X bookmark organizer with AI categorization and mindmap visualization

DevtoolsTypeScript

3K

275

17.1/day

100
04
vercel-labs GitHub avatar
vercel-labs/opensrc

Fetch source code for npm packages to give AI coding agents deeper context

AI AgentsRust

3K

194

12.8/day

100
05
TestSprite GitHub avatar
TestSprite/testsprite-cli

Official TestSprite CLI — AI-powered automated testing from your terminal

Browser AutomationTypeScript

3K

149

39.4/day

100

Proven builders

Projects from known builders

GitHub live

Fresh repositories from accounts Catalyst already tracks.

This group keeps known builders in the discovery loop.

Issue activity

Repositories with issue activity

GitHub live

Recently pushed repositories with more than 5 open issues.

This group finds projects with active usage or review.

01
asklokesh GitHub avatar
asklokesh/loki-mode

Multi-agent autonomous SDLC framework. Spec to deployed app. PRD, GitHub issue, OpenAPI/JSON/YAML, or one-line brief. 5 AI providers, 8 quality gates.

AI AgentsShell

1.1K

204

4.3/day

100
02
kurone-kito GitHub avatar
kurone-kito/idd-skill

🤖 An automated setup kit for implementing loop engineering based on issue-driven development in your repository; since 2026.5

DevtoolsTypeScript

11

0

0.1/day

100
03
Shopify GitHub avatar
Shopify/ui-extensions

Repo for the public definition of Shopify's UI extension APIs. Please use the community forum to ask questions or report issues: https://community.shopify.dev/c/extensions/5

DevtoolsTypeScript

343

63

0.1/day

100
04
procivis GitHub avatar
procivis/one-core

Issue, hold and verify digital identities and credentials on any device with eIDAS 2.0 compliancy, ISO 18013-5 mdocs, IETF SD-JWT VC, OID4VC, and W3C VCs.

DevtoolsRust

161

16

0.2/day

95
05
NeoForgeMDKs GitHub avatar
NeoForgeMDKs/MDK-1.21-NeoGradle

A template generated with the NeoForge mod generator for 1.21.5, using the NeoGradle mod development plugin. This repository will not accept pull requests or issues, please report them upstream instead

DevtoolsJava

37

17

0/day

92