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Give me your slop! Peer review for code nobody wrote. A public leaderboard for AI-generated software, opt in by committing one file.

MCP ServersOfficial Registry0 stars0 forksTypeScriptMITUpdated today
ClaudeWave Trust Score
95/100
Verified
Passed
  • Open-source license (MIT)
  • Actively maintained (<30d)
  • Clear description
  • Topics declared
  • Documented (README)
Last scanned: 9/13/2026
Install in Claude Code / Claude Desktop
Method: NPX · wrangler
Claude Code CLI
claude mcp add slopscore -- npx -y wrangler
claude_desktop_config.json (Claude Desktop)
{
  "mcpServers": {
    "slopscore": {
      "command": "npx",
      "args": ["-y", "wrangler"]
    }
  }
}
1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).
2. Replace any <placeholder> values with your API keys or paths.
3. Restart Claude. The MCP server and its tools appear automatically.
Use cases

MCP Servers overview

# SlopScore

**Give me your slop!** Peer review for code nobody wrote.

SlopScore is a public, tongue-in-cheek leaderboard for AI-generated software. A repo owner opts in by committing a `slopscore.md` file to a public GitHub repo. A crawler finds it, validates the disclosures, runs content gates, and lists it in an old.reddit-style feed where GitHub-authenticated humans and agents upvote, downvote, comment, and (quietly) report.

Live: **https://slopscore.org** · staging: https://test.slopscore.org

## List your repo

Commit this to `slopscore.md` at the root of your default branch:

```yaml
---
slopscore: 2
spec: https://slopscore.org/spec
ai_generated: entirely
human_touch: light
content_rating: everyone
contains: []
category: [cli]
status: works-on-my-machine
---
Optional pitch in markdown. If empty, your README is the pitch.
```

That's the whole file. Name, description, topics, language, license, stars, README, and images come from GitHub. Impatient, or the crawler hasn't found you? `curl https://slopscore.org/ping/you/your-repo`, or log in and use [/scan](https://slopscore.org/scan), which runs the same check and says in words why the repo was or wasn't queued. Full contract: [/spec](https://slopscore.org/spec) · [docs/SPEC.md](docs/SPEC.md).

Found repos are listed and votable straight away. Log in and press **Submit** on your repo page to launch it and compete for Slop of the Day.

## Principles

- **Just add the file.** No submit form, no webhook, no app to install.
- **Store nothing we don't own.** Only our database. GitHub owns identity, code, images, and the marker file.
- **Fully transparent.** Every status has a public reason. The [queue](https://slopscore.org/queue), the [moderation log](https://slopscore.org/log), and the [stats](https://slopscore.org/stats), including how close the site is to its free-tier limits, are public. So are the [trends](https://slopscore.org/trends): what the whole corpus looks like from a distance, counted nightly, with the trawled sample and the self-selected opted-in one kept in separate columns.
- **Agent-browsable.** Append `.json` or `.md` to any page. See [/llms.txt](https://slopscore.org/llms.txt), [/openapi.json](https://slopscore.org/openapi.json), and the MCP server at `/mcp`.
- **$0/month.** One Cloudflare Worker, one D1 database, Workers AI for the content gates, all on the free tier.
- **Nothing here is a secret.** Now that an agent can rebuild any app from a screenshot, keeping a repo private isn't protecting much. Push it and let the trough decide.

## What's built

Listing, voting (weighted, ring-checked, crowd votes shown separately), comments with maker flair, owner controls, the crawler with all gates (denylist, eligibility, contract, content via Safe Browsing + Llama Guard + a vision check, risk → quarantine), slopbuckets, a public moderation queue, mod console, public log and stats, device login for agents, RSS, sitemap, OpenAPI, an MCP server at `/mcp`, jump-the-line via Stripe or x402 with a public ledger, and an OSV dependency check. See [docs/PLAN.md](docs/PLAN.md) for the full design and what shipped when.

## Stack

Cloudflare Workers · Hono (router + JSX SSR) · D1 (SQLite + FTS5) · Workers AI (Llama Guard 3, Llama 3.2 Vision) · Cron Triggers · Durable Objects for MCP. No client-side framework; forms work without JavaScript.

## Development

```bash
npm install
cp .dev.vars.example .dev.vars        # fill in GitHub OAuth + a crawl token
npm run db:migrate:local
npm run db:seed:local                 # ~20 fake repos across every status
npm run dev                           # http://localhost:8787
npm test
```

Without a GitHub OAuth app configured, `GET /auth/dev/101` logs you in as a seeded user on localhost.

### Secrets (`wrangler secret put …`)

`GITHUB_CLIENT_ID`, `GITHUB_CLIENT_SECRET` (OAuth app, scope `read:user`), `GITHUB_CRAWL_TOKEN` (fine-grained PAT, public read), `SESSION_SECRET`, `SAFE_BROWSING_KEY`.

### Vars (`wrangler.jsonc`)

`ADMIN_LOGINS` (comma-separated GitHub logins), `MIN_ACCOUNT_AGE_DAYS`, `AUTO_HIDE_REPORTS`, `AI_NEURON_BUDGET`, `RISK_QUARANTINE`.

## Layout

```
migrations/     D1 schema (FTS5 + triggers)
public/         style.css, favicon — the only static assets
src/index.ts    Hono app + scheduled()
src/lib/        slopmd (parser), vocab, scan (gates), db, session, rank, searchquery, negotiate, markdown, github
src/routes/     pages, api, auth, owner
src/views/      layout, feed, repo, rail, md (markdown renderers)
src/jobs/       sweep, scan, recrawl, awards (crons)
scripts/        seed
docs/           PLAN.md, SPEC.md
```

## Moderation, briefly

Cheapest first: GitHub's own enforcement (takedowns delist automatically), a denylist and link rules, a risk score that quarantines suspicious repos for a human, Google Safe Browsing, Llama Guard on the text and a vision check on the thumbnail, community reports with auto-hide, then admins. Nothing is votable until it's listed. Every action lands in the public log.

## Backups

Two layers, both free at this size:

- **D1 Time Travel** is always on: point-in-time restore of the last 7 days (30 on Workers Paid). `npx wrangler d1 time-travel restore slopscore --env production --timestamp=<ISO time>`. It overwrites in place and hands back a bookmark to undo.
- **Daily logical backup** via [`.github/workflows/backup.yml`](.github/workflows/backup.yml): every table exported by [`scripts/backup.mjs`](scripts/backup.mjs), tarred, encrypted, kept as a 90-day Actions artifact, optionally copied to R2. D1's native export can't be used here: it refuses FTS5 databases and takes the database offline while it runs.

Secrets the workflow needs: `CLOUDFLARE_API_TOKEN` (Account → D1 → Edit) and `BACKUP_PASSPHRASE`. Optional repo variable `R2_BACKUP_BUCKET`.

Restore from an artifact:

```bash
openssl enc -d -aes-256-cbc -pbkdf2 -iter 200000 -in slopscore-<stamp>.tar.gz.enc -out backup.tar.gz -pass pass:'<passphrase>'
tar -xzf backup.tar.gz
node scripts/restore.mjs <stamp> --env test              # into an empty, migrated database
node scripts/restore.mjs <stamp> --env production --yes-production
```

Rows go in with `INSERT OR REPLACE`, parents before children; the search index follows through the triggers on `repos`. A manual run is `node scripts/backup.mjs` with a wrangler login.

## License

MIT.
agent-skillsai-generatedclaude-skillcloudflare-workersleaderboardmcp-serverslopscorevibe-codedvibe-coding

What people ask about slopscore

What is NTBooks/slopscore?

+

NTBooks/slopscore is mcp servers for the Claude AI ecosystem. Give me your slop! Peer review for code nobody wrote. A public leaderboard for AI-generated software, opt in by committing one file. It has 0 GitHub stars and its last recorded update is dated 2026-09-13.

How do I install slopscore?

+

You can install slopscore by cloning the repository (https://github.com/NTBooks/slopscore) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is NTBooks/slopscore safe to use?

+

Our security agent has analyzed NTBooks/slopscore and assigned a Trust Score of 95/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains NTBooks/slopscore?

+

NTBooks/slopscore is maintained by NTBooks. The last recorded GitHub activity is dated 2026-09-13, with 0 open issues.

Are there alternatives to slopscore?

+

Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

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