skyzhao1223/wheel-hub
by skyzhao1223
README.md
# ⚙️ wheel-hub
[](https://glama.ai/mcp/servers/skyzhao1223/wheel-hub)
**Stop reinventing the wheel. Search, score and adopt the best open-source solutions — before you write a line of code.**
wheel-hub is an MCP server + CLI that makes both AI coding agents and humans check the open-source ecosystem first: given a feature or problem, it finds existing solutions and scores them on popularity, momentum, maintenance and trust, then tells you whether to **adopt**, **adapt**, **inspect** or **avoid**.
## Why
Every developer (and every AI agent) rebuilds auth, schedulers, scrapers and admin panels from scratch — not because better wheels don't exist, but because nobody looks for them first. wheel-hub makes "look first" the default.
## Install
### MCP server (for Claude Code, opencode, Cursor, …)
```bash
npx @wheel-hub/mcp
```
Claude Code example:
```bash
claude mcp add wheel-hub --env GITHUB_TOKEN=ghp_xxx -- npx @wheel-hub/mcp
```
Generic JSON config example (works in most MCP clients):
```json
{
"mcpServers": {
"wheel-hub": {
"command": "npx",
"args": ["@wheel-hub/mcp"],
"env": { "GITHUB_TOKEN": "ghp_xxx" }
}
}
}
```
> **Note:** MCP clients only forward a whitelist of environment variables to servers.
> Always pass `GITHUB_TOKEN` explicitly through the client's `env` config, or the server
> will run unauthenticated at 60 requests/hour and hit rate limits quickly.
Then just ask your agent: *"before you implement, use wheel-hub to check what exists for background job scheduling"*.
### CLI (for humans)
```bash
# one-off
npx @wheel-hub/cli find "SSO login" --lang typescript
npx @wheel-hub/cli evaluate ollama/ollama
# or install for the `wheel-hub` command
npm i -g @wheel-hub/cli
wheel-hub find "SSO login"
```
## Tools
| Tool | Description |
|------|-------------|
| `search_oss` | Search GitHub for solutions to a problem |
| `evaluate_repo` | Score one repo (0–100) with a verdict and reasons |
| `compare_alternatives` | Find alternatives + evaluate each — run this before writing new code |
## Scoring model
Composite score (0–100) weighted across four dimensions:
- **Popularity (30%)** — star mass on a log scale
- **Momentum (25%)** — stars/day growth + recency of pushes
- **Maintenance (30%)** — commit freshness + issue backlog ratio
- **Trust (15%)** — license permissiveness, archived status
Verdicts: `≥75 adopt` · `≥55 adapt` · `≥35 inspect` · `<35 / archived avoid`
## Configuration
`GITHUB_TOKEN` (optional) — raises the GitHub API rate limit from 60 to 5,000 requests/hour. Strongly recommended for real use; see the MCP config above for how to pass it.
## Packages
| Package | Description |
|---------|-------------|
| [`@wheel-hub/core`](https://www.npmjs.com/package/@wheel-hub/core) | GitHub aggregation + scoring engine |
| [`@wheel-hub/mcp`](https://www.npmjs.com/package/@wheel-hub/mcp) | MCP server for AI agents |
| [`wheel-hub`](https://www.npmjs.com/package/wheel-hub) | Terminal CLI |
## Roadmap
- [ ] License fallback for `NOASSERTION` repos: parse the license file itself (e.g. the kernel's COPYING declares GPL-2.0 but GitHub classifies it as "Other")
- [ ] Awesome-list mining as a secondary signal source
- [ ] Star-history curves via OSSInsight data
- [ ] `wheel-hub watch` — get notified when your stack's dependencies go stale
- [ ] Score persistence + weekly digest
## License
MIT
This server cannot be deployed
Maintenance
ActivityMaintained
ResponsivenessNo issues