feat: parallel loop execution — backend engine, sessions, concurrency (SKY-8175, SKY-8176, SKY-8177, SKY-8180) (#5412)

2026-04-30 20:50:05 +00:00 · 2026-04-07 17:34:29 -05:00 · 2026-04-07 17:34:29 -05:00 · ae9741a381
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+# Skyvern MCP Server
+
+The Skyvern MCP server gives AI assistants (Claude, Cursor, Windsurf, Codex) full browser control -- clicking, filling forms, extracting data, navigating pages, uploading files, managing workflows, and more. 75+ tools, one server.
+
+## Quickstart
+
+```bash
+pip install skyvern
+skyvern setup claude-code
+
+# or if you're using other coding agents
+skyvern setup
+```
+
+## Setup
+
+### Cloud (recommended)
+
+Get an API key from [app.skyvern.com](https://app.skyvern.com), then configure your client:
+
+**Claude Code:**
+```bash
+claude mcp add-json skyvern '{"type":"http","url":"https://api.skyvern.com/mcp/","headers":{"x-api-key":"YOUR_API_KEY"}}' --scope user
+```
+
+**Cursor** (`~/.cursor/mcp.json`):
+```json
+{
+  "mcpServers": {
+    "skyvern": {
+      "type": "streamable-http",
+      "url": "https://api.skyvern.com/mcp/",
+      "headers": { "x-api-key": "YOUR_API_KEY" }
+    }
+  }
+}
+```
+
+**Windsurf** (`~/.codeium/windsurf/mcp_config.json`):
+```json
+{
+  "mcpServers": {
+    "skyvern": {
+      "type": "streamable-http",
+      "url": "https://api.skyvern.com/mcp/",
+      "headers": { "x-api-key": "YOUR_API_KEY" }
+    }
+  }
+}
+```
+
+### Local (self-hosted)
+
+```bash
+skyvern init        # interactive setup wizard
+skyvern run server  # start the local API server
+```
+
+Manual config for any MCP client:
+```json
+{
+  "mcpServers": {
+    "skyvern": {
+      "command": "python3",
+      "args": ["-m", "skyvern", "run", "mcp"],
+      "env": {
+        "SKYVERN_BASE_URL": "http://localhost:8000",
+        "SKYVERN_API_KEY": "YOUR_API_KEY"
+      }
+    }
+  }
+}
+```
+
+## Tools
+
+### Browser Sessions
+`skyvern_browser_session_create`, `skyvern_browser_session_close`, `skyvern_browser_session_list`, `skyvern_browser_session_get`, `skyvern_browser_session_connect`
+
+### Browser Actions
+`skyvern_act` (natural language), `skyvern_navigate`, `skyvern_click`, `skyvern_type`, `skyvern_hover`, `skyvern_scroll`, `skyvern_select_option`, `skyvern_press_key`, `skyvern_drag`, `skyvern_file_upload`, `skyvern_wait`
+
+### Data Extraction & Validation
+`skyvern_extract` (structured JSON output), `skyvern_screenshot`, `skyvern_find`, `skyvern_validate`, `skyvern_evaluate` (run JavaScript), `skyvern_get_html`, `skyvern_get_value`, `skyvern_get_styles`
+
+### Authentication & Credentials
+`skyvern_login`, `skyvern_credential_list`, `skyvern_credential_get`, `skyvern_credential_delete`
+
+Supports Skyvern vault, Bitwarden, 1Password, and Azure Key Vault with automatic 2FA/TOTP.
+
+### Tabs & Frames
+`skyvern_tab_new`, `skyvern_tab_list`, `skyvern_tab_switch`, `skyvern_tab_close`, `skyvern_tab_wait_for_new`, `skyvern_frame_list`, `skyvern_frame_switch`, `skyvern_frame_main`
+
+### Network & Console Inspection
+`skyvern_console_messages`, `skyvern_network_requests`, `skyvern_network_request_detail`, `skyvern_network_route`, `skyvern_network_unroute`, `skyvern_get_errors`, `skyvern_har_start`, `skyvern_har_stop`, `skyvern_handle_dialog`
+
+### Browser State & Storage
+`skyvern_state_save`, `skyvern_state_load`, `skyvern_get_session_storage`, `skyvern_set_session_storage`, `skyvern_clear_session_storage`, `skyvern_clear_local_storage`, `skyvern_clipboard_read`, `skyvern_clipboard_write`
+
+### Workflows
+`skyvern_workflow_create`, `skyvern_workflow_list`, `skyvern_workflow_get`, `skyvern_workflow_run`, `skyvern_workflow_status`, `skyvern_workflow_update`, `skyvern_workflow_delete`, `skyvern_workflow_cancel`, `skyvern_workflow_update_folder`
+
+### Workflow Building Blocks
+`skyvern_block_schema`, `skyvern_block_validate` -- 23 block types for multi-step automations.
+
+### Cached Scripts
+`skyvern_script_list_for_workflow`, `skyvern_script_get_code`, `skyvern_script_versions`, `skyvern_script_deploy`, `skyvern_script_fallback_episodes`
+
+### Organization
+`skyvern_folder_create`, `skyvern_folder_list`, `skyvern_folder_get`, `skyvern_folder_update`, `skyvern_folder_delete`
+
+## Switching Configs
+
+Use the CLI to switch between API keys or environments without manual editing:
+
+```bash
+skyvern mcp switch
+```
+
+## Full Documentation
+
+[skyvern.com/docs/integrations/mcp](https://www.skyvern.com/docs/integrations/mcp)