Skyvern

Workflows include native Google integration blocks (Drive, Sheets) that write to connected accounts, and Skyvern connects to Zapier, Make, n8n, Workato and MCP clients. The integrations page lists 12 connections in all, adding Activepieces, Pabbly Connect, Integrately, viaSocket, Clay, Phonely and Eachlabs, with Freshsales in progress. Email and webhook blocks send results onward, and stored credentials can come from 1Password on Pro or from Azure Key Vault and Bitwarden on Enterprise.

SourceSkyvern, skyvern.com/integrations, /pricing and skyvern.com/docsread 2026-10-05

Versioned workflows chain blocks (browser tasks, extraction, integrations, human interaction), built in the Studio or with Copilot and run through the API. Code caching turns a successful run into a deterministic script that falls back to the agent. The block set covers navigation, action, extract, loop, text prompt, login, file operation, email, webhook and validation blocks, workflows can be versioned and filed in folders through the API, and Enterprise adds custom code blocks.

SourceSkyvern, skyvern.com/docs workflow and block reference and skyvern.com/pricingread 2026-10-05

Structured extraction reads live pages at run time and files can be passed in, but Skyvern offers no store of the customer's documents for agents to search. Extract blocks return data against a schema the user supplies, and file operation blocks bring documents into a workflow, such as invoice PDFs whose data is extracted after download.

SourceSkyvern, skyvern.com/docs extract and file operation blocks and Bulk Invoice Downloader cookbookread 2026-10-05

Workflows take a human interaction step that pauses the run for a person before it continues, and Copilot can add that step and report it as a pause. Live browser sessions can also be taken over. Human in the loop is listed as an Enterprise plan feature, and login steps can wait for a one time code that a person or an inbox supplies.

SourceSkyvern, skyvern.com/pricing and skyvern.com/docs credentials and 2FA guidesread 2026-10-05

SOC 2 Type II through annual third party audits and HIPAA, with team workspaces on Pro and SSO on Enterprise, API authentication and permissions, and an encrypted credential vault. Stored credentials start on the $29 Hobby plan, the $149 Pro plan adds team workspaces and 2FA and TOTP support, and Enterprise lists a SOC 2 report, HIPAA compliance and the Azure Key Vault and Bitwarden integrations.

SourceSkyvern, skyvern.com/pricing and skyvern.com/docs API authentication and permissionsread 2026-10-05

Each run exposes a timeline and artifacts (screenshots, recordings, logs) through the API, runs can be watched live, and traces export to Laminar. The API also returns each workflow's run history, and a run's completion webhook can be retried.

SourceSkyvern, skyvern.com/docs artifacts, Laminar and workflow run referenceread 2026-10-05

A run carries its own progress, code caching reuses a learned route as a script, and browser profiles keep logins. Skyvern describes no other memory. Browser profiles are created, listed and deleted through the API, and credentials are stored once and reused by later runs.

SourceSkyvern, skyvern.com/docs browser profiles and credentials referenceread 2026-10-05

Skyvern is open source under AGPL-3.0 and self hosts with Docker or Kubernetes with the customer's own storage, beside the managed cloud. Self hosting is also an Enterprise option.

Docker Compose suits getting started and small teams and Kubernetes production scale, and a self hosted install runs the API server with an embedded Playwright Chromium browser, the web UI, PostgreSQL and the customer's own LLM provider. Self hosted teams bring their own proxy provider, since managed residential proxies come with Skyvern Cloud. In the cloud, plans set how many runs execute at once, from 1 on the free plan to 10 on Hobby, 25 on Pro and 100 on Enterprise.

SourceSkyvern, skyvern.com/docs self hosted overview and skyvern.com/pricingread 2026-10-05

The changelog documents workflow templates that run from the Studio, without naming the templates or the jobs they do. The docs add three cookbooks: a Bulk Invoice Downloader that pulls invoices from vendor portals, extracts the PDF data and emails a summary, a job application pipeline that gathers postings, submits applications with a resume and tracks their status, and healthcare portal data extraction from EHR systems.

SourceSkyvern, skyvern.com/docs cookbooks and changelogread 2026-10-05

Agents and workflows run on recurring or one time schedules through the schedules API. They also start from the API, the SDK, the CLI, the MCP server, the dashboard and Zapier, Make, n8n and Workato triggers, with webhooks on completion. Activepieces, Pabbly Connect, Integrately and viaSocket are listed as further no code starting points, and webhooks are available on every plan including the free one.

SourceSkyvern, skyvern.com/docs schedules reference, skyvern.com/integrations and /pricingread 2026-10-05

Self hosted Skyvern is configured with the customer's choice of LLM provider, including OpenAI, Anthropic, Gemini, Azure, Bedrock and local models through Ollama, and the cloud sets custom LLM defaults. The self hosted overview also lists Groq and OpenRouter keys, and on a self hosted install the customer pays its model provider directly.

SourceSkyvern, skyvern.com/docs LLM configuration and self hosted overviewread 2026-10-05

A documented REST API with an OpenAPI file, a Playwright compatible SDK with a complete reference, a CLI with skills and an MCP server. The SDK covers page methods such as act, extract, validate and prompt, agent methods such as run_task, login, download_files and run_workflow, and browser methods that launch a cloud browser or connect to one over CDP. The API reference documents versioning and deprecation, and an AI agents quickstart walks through the MCP server.

SourceSkyvern, skyvern.com/docs SDK reference, API reference and MCP serverread 2026-10-05

A validate primitive checks page state inside a run, Copilot runs test runs while building a workflow, and artifacts support debugging. Skyvern publishes no scored test set for checking agents, and Web Bench is its own benchmark. Validation blocks can sit between workflow steps to confirm a page is in the expected state before the run continues, and a troubleshooting guide and FAQ cover failed runs.

SourceSkyvern, skyvern.com/docs validate, validation blocks and troubleshooting guideread 2026-10-05

Skyvern agents navigate websites visually with LLMs and computer vision in cloud or local browsers, handling logins, 2FA, CAPTCHAs and multi page forms without selectors. Cloud browsers come with a basic CAPTCHA solver on Hobby and an advanced one from Pro, residential proxies on Pro and Enterprise, and country or city level geo targeting, and the SDK can also connect to an existing browser over CDP.

SourceSkyvern, skyvern.com/pricing and skyvern.com/docs browser automation overview and SDK referenceread 2026-10-05