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Interact with GitHub repositories: search, issues, pull requests, and commit files.

Official web and local search integration via Brave.

Read, write, edit, and analyze directories and files on your local machine securely.

Official Google Maps integration for routing, places, and geocoding.

Real browser automation, web page scraping, and page screenshot capture.

Drive headless web browsers to scrape data, run tests, and interact with DOMs.

Interact with GitLab repositories, issues, CI/CD pipelines, and merge requests.

Search inbox, fetch email details, draft replies, and send messages securely.

Drive browsers utilizing the industry-standard Selenium framework.

Interact with AWS S3 buckets as if they were a local filesystem.

Query databases, inspect structures, and update records with schema grounding.

Index folders, search documents, extract file layouts, and download assets.

Dynamic system vector database memory storing developer rules and logs.

Read channels, search chat history, reply, and post announcements securely.

Engage with Discord servers, read channels, and broadcast messages via agents.

Let your agent orchestrate Cypress E2E tests dynamically.

Browse transactions, retrieve customers, look up invoices, and inspect payments.

Interact with MongoDB NoSQL document databases directly through agents.

Sync and edit files within Dropbox folders via your AI agent.

Search, append, edit, and create structured pages inside Notion workspaces.

Read and write to local light-weight relational database files dynamically.

Empower agents with WebdriverIO testing and mobile app automation capabilities.

Monitor container states, inspect images, inspect networks, and read logs.

Interact with remote filesystems via legacy FTP and secure SFTP protocols.

Manage cloud databases, storage buckets, and user authentication tables.

Fetch database keys, read session hashes, append queues, and manage caches.

Look up EC2 instances, monitor S3 bucket logs, and fetch Lambda stats.

Track team issues, assign tasks, retrieve backlogs, and update roadmaps.

Read design canvases, retrieve element metrics, and export design assets.

Search, query, index, and compile document vector parameters.

Query enterprise project sprints, log ticket comments, and check boards.

Simplified local Puppeteer browser runner for scraping single page apps.