Where Code
Finds Its People

We scan communities for open source projects, run deep AI analysis, and connect you with the repos that actually need your skills.

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How It Works

Three steps from discovery to contribution.

01

Scan

We watch Reddit, Discord, and developer communities for projects actively seeking contributors.

02

Analyze

AI evaluates each repo for collaboration health, activity levels, and barrier to entry.

03

Match

Curated project cards land in your feed, scored and tagged so you find the right fit fast.

Discover Projects

Real repos from the community, scored and tagged so you can find the right fit.

kitfunso/hippo-memory

TypeScript

Hippo is a CLI tool and TypeScript library that gives AI coding agents (Claude Code, Cursor, Codex) a biologically-inspired memory layer using Markdown+YAML files. Memories decay over time, strengt...

Collab
3
Activity
3
medium barriermemory-layercli-toolai-agentdev-toolingclaude-code-helperlibrary

Great for people interested in building persistent, structured memory systems for AI coding agents — specifically the retrieval quality problem (what to surface vs. what to let decay) rather than naive 'save everything and vector search it' approaches.

calesthio/crucix

JavaScript

Crucix is a self-hosted OSINT aggregation dashboard that pulls from 26 public data sources (satellite fire detection, flight tracking, radiation monitoring, conflict data, economic indicators, etc....

Collab
2
Activity
5
medium barrierweb-appautomationai-agentapi-wrappercli-tool

building self-hosted geopolitical and financial intelligence tools that cross-correlate open government APIs, satellite data, and social feeds — particularly people doing OSINT research, algorithmic trading signal work, or investigative journalism tooling

salvozappa/detach

Go

Detach is a mobile-first PWA that lets you manage Claude Code (and potentially other CLI AI agents) running in a remote Docker sandbox from your phone. It provides four panels — an AI agent termina...

Collab
3
Activity
3
medium barrierai-agentclaude-code-helperdev-toolingweb-appcli-tool

people interested in building mobile interfaces for AI coding workflows — specifically the UX problem of monitoring and approving agentic code changes without being at a desktop

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