AI Agents

Free AI helpers that research the web, monitor sites, and answer questions for you. Pick a starter task below — no setup, no signup.

Home Start Here Products Chat with Polly Agents GitHub

New here? Read this first.

An agent is a small AI helper that does one job and reports back. The agents below are free to use. You don't need an account.

The simplest use: click a starter card below, click Run Agent, and check back in a few minutes for the result. The agent runs on a free GitHub server, not your machine.

If you'd rather have help picking the right tool for a bigger task, open Polly chat or see the three starter routes.

Try one of these — one click, no typing

Each card pre-fills the dispatch form below and scrolls you to the Run Agent button. Pick whatever sounds useful.

📚 Research a topic

Asks the research agent to find recent sources on a topic, read them, and produce a structured report with citations.

Pre-fills with: "Latest news about AI safety governance"

💬 Ask a question

Web-searches for context and produces a plain-language answer with source links. Good for "explain this to me" questions.

Pre-fills with a sample question

🔭 Watch a site

Quick-reads one or more URLs and reports title, word count, link count, and a content preview. Useful as a smoke test.

Pre-fills with two example URLs (comma-separated)

🪟 Read a page

Pulls structured data from any URL — text, links, tables, headings, metadata. No AI involved, just a clean read.

Pre-fills with a Wikipedia URL

Developer? The full agent catalog and recipes are below. Skip the friendly cards.

Available Agents

Research Agent

Searches the web, reads multiple sources, scores relevance, and produces a structured report with confidence rankings.
Free Qwen 72B DuckDuckGo

Site Monitor

Quick-reads multiple websites and reports title, word count, links, and content preview. Runs every 6 hours automatically.
Free Playwright Scheduled

Ask Agent

Answer any question using web search + free LLM. Finds context online, then generates an answer with source citations.
Free Qwen 72B Ollama fallback

Page Analyzer

Scrapes any URL and extracts structured data: text, links, tables, headings, metadata, JSON-LD. No AI needed.
Free Playwright

Coding Smoke

Runs the SCBE coding-system benchmark lane and returns pass/fail evidence for agentic coding readiness.
Local Benchmark

System Build Smoke

Checks router entrypoints, required scripts, Node syntax, and Python compile health before heavier build promotion.
Fast CI-ready

Agentic Benchmark Ladder

Runs Level 0 smokes plus Level 1 repo-native tasks; optional Level 6 adds GeoSeal/CLI surface pytest gates. Reports multi-metric rollup (time, secret-leak heuristics, pass rate) instead of a single score.
Ladder Metrics

Pair Benchmark

Compares a one-body coding workflow against the paired builder/navigator pattern on SCBE-native coding tasks.
Zero-cost Dual-agent

Poly Coding Seed

Regenerates the external coding seed corpus with language lenses, binary/hex transport, CA operation hints, and GeoSeal metadata.
Training GeoSeal

Agent Bus

Dispatches one SCBE agent-bus event through scripts/system/agentbus_pipe.mjs. Bridge between the published scbe-agent-bus npm/PyPI package and the website chat surface; returns a typed envelope.
Local scbe-agent-bus Typed envelope

Run a Task

Quality Harness

What is measured now

The page reads the same JSON the agents publish: task freshness, checked sources, accepted findings, confidence spread, source outcomes, errors, and output hashes. This makes weak runs visible instead of hiding them behind a clean-looking summary.

Known limits

GitHub Actions can be delayed, scraped sites can block bots, free LLM providers can fail, and the current public page shows latest results only. Historical run comparison needs a retained run archive before it can be shown honestly.

Latest Results

Loading agent data...

How It Works

  1. You submit a task — the button above triggers a GitHub Actions workflow
  2. The Agent Router picks it up — launches headless Chromium in CI
  3. DuckDuckGo search — finds relevant URLs (free, no API key)
  4. Playwright scrapes — reads the actual pages, extracts text and structure
  5. Qwen 72B thinks — HuggingFace free tier processes the context
  6. Results publish here — committed to GitHub Pages automatically

The heavy agent run still happens on GitHub Actions. A small Vercel bridge can queue runs and read status when configured; otherwise this page falls back to the manual GitHub workflow. The SCBE governance pipeline gates every action through the 14-layer security pipeline.

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