Use cases
Task-oriented labels extracted from plugin descriptions by a rule engine — "I need to… send Telegram messages, use PostgreSQL, parse PDFs".
373 artifacts
File
Filesystem, folders, workspaces — read, write, organize.
291 artifacts
Web search
Search, crawl, scrape, browse — bring live web data into your agent.
251 artifacts
Terminal / Shell
Run, execute, spawn commands — full-screen TUIs and shell tooling.
232 artifacts
Memory
Remember, recall, persist context — RAG and long-term memory.
132 artifacts
GitHub integration
Clone, push, review PRs, sync repos, manage issues and branches.
131 artifacts
Vision / OCR
Read, parse, recognize, analyze — images, screenshots, PDFs.
112 artifacts
Storage
S3, MinIO, upload, download, fs — persist artifacts anywhere.
107 artifacts
Notifications
Telegram, Slack, Discord, email, webhooks, alerts.
97 artifacts
Code review
Review, lint, format, check quality — keep the codebase honest.
38 artifacts
Database
Postgres, MySQL, SQLite, Redis — connect, query, migrate.