Leapfrog

Perform a browser interaction: click, fill, type, check, select, press key, scroll, hover, mousemove, drag, upload, resize, back, forward. Use @eN refs from navigate/snapshot as the target (e.g. '@e2'). CSS selectors also work. drag: requires target (source) and target2 (destination). upload: requires target (file input) and filePaths. resize: requires width and height (no target needed). holdDuration: for click, holds mouse down for N ms (long-press). Returns a fresh snapshot if the page navigated, or just the action result if it didn't.

Inject JavaScript that runs before every page load in a session. Persists across navigations (Playwright built-in behavior). Use for fingerprint overrides, custom stealth patches, or page instrumentation.

List JSON APIs the page has called. Captured automatically from XHR/fetch traffic. Classifies into: data, tracking, auth, cdn, ads.

Generate an OpenAPI v3 spec from observed API traffic. Navigate pages first to capture traffic, then export.

Execute multiple browser actions sequentially in a single MCP call. Eliminates round-trip overhead for humanization sequences (e.g. Bezier mouse paths, typed text with delays). Each action can have an optional delayAfter (ms) to pause between steps. Returns a single result with the outcome of each action.

View captured browser console messages (log, warn, error, info, debug). Console capture starts automatically when a session is created. Use level filter to focus on errors or warnings.

Compare the current page state against the last snapshot for this session. Returns only what changed (additions, removals, changes) — massive token savings vs a full re-snapshot. Use after 'act' instead of 'snapshot' when you just need to see what changed. On first call (no previous snapshot), returns the full snapshot with a note. Use 'selector' to scope the diff to a page region.

Inspect what Leapfrog has learned about a website from previous visits. Shows stealth tier, wait strategy, block history, consent selector, API endpoints, and visit count. Pass no domain to list all known domains.

Run a Playwright script with access to { page, context }. One tool call replaces 5-20 sequential MCP round trips. Use for complex flows with conditional logic, loops, error handling. NOTE: Scripts run in the Node.js process — equivalent to arbitrary code execution. Disable with LEAP_ALLOW_EXECUTE=false.

Extract data from the page without a full snapshot. Types: text (visible text), html (markup), title, url, js (evaluate JavaScript). Use target with @eN or CSS selector for element-specific extraction.

Navigate to a URL and return a compact accessibility snapshot with @eN refs. Refs like @e1, @e2 can be passed directly to the 'act' tool — no CSS selectors needed. Snapshots are ~200-500 tokens (vs 15,000 with Playwright MCP).

Add or remove network intercept rules. Block requests (ads, trackers), mock API responses, or log specific traffic. Use action='remove' with ruleId to remove an existing rule.

View captured HTTP requests/responses for a session. Shows method, status, URL, size, and timing. Filter by URL pattern, method, status range, or content-type. Network capture starts automatically when a session is created.

Extract data across multiple pages in a single call. Handles click-next, infinite scroll, and URL-pattern pagination. Auto-detects 'next' buttons when nextSelector='auto'. Returns extracted content from each page plus metadata. Replaces 3-4 tool calls per page with one invocation. Cap: 50 pages, 100K total chars.

Show pool stats, resource usage (memory, uptime), and all active session summaries. Shows per-session idle time. Sessions approaching 30-minute idle timeout should be refreshed or saved.

Delete a saved persistent browser profile and all its data.

Connect to your real Chrome browser via CDP, capture its auth cookies, and save them as a Leapfrog profile. This gives you real Google auth, reCAPTCHA trust, and all your logged-in sessions — but in an isolated Leapfrog session, not your real browser. Start Chrome with: chrome --remote-debugging-port=9222

List saved persistent browser profiles with their auth status.

Warm up a browser profile by browsing trusted sites (Google, Wikipedia, YouTube). Fresh profiles with zero history score near 0 on reCAPTCHA v3. A 60-90 second warm-up dramatically improves trust scores. Stores warm-up state in domain knowledge so it doesn't repeat. Must pass a sessionId of an existing session with a profile.

Capture a screenshot of the current page. Returns the image inline as base64. Optionally save to disk with savePath.

Create a new isolated browser session with its own cookies and state. Returns a short session ID (e.g. s_k3m7x1) to pass to all other tools. Each session is a separate BrowserContext — no cookie leakage between sessions. Pool limit: 15 concurrent sessions. Sessions auto-expire after 30 minutes of inactivity. Use keep-alive pattern (periodic navigate or snapshot) for long-running sessions.

Create multiple isolated browser sessions concurrently — 5-10x faster than sequential session_create calls. Optionally navigate each to a URL. Returns all session IDs. A single reflow positions all windows into a unified grid after all sessions are created.

Close and clean up a browser session. Frees a pool slot.

Export session action history as a replayable recording. Creates a JSON script from all mutating actions with @eN refs resolved to stable selectors. Use format='playwright' to get a Playwright JS script compatible with the execute tool.

Export a Playwright trace file for a session. Requires LEAP_TRACE=true. The trace can be viewed at trace.playwright.dev for detailed action timeline.

Check if a session is healthy (browser connected, page responsive). Omit sessionId to check all sessions. Quick diagnostic for debugging.

List all active browser sessions with their URLs and idle times.

List all saved authentication profiles.

Recall what actions were performed in this session. Useful after context window compression to recover lost context.

Replay a recording in the current session. Executes each step directly against the browser. Override {{placeholder}} params with the params object. Set onError='skip' to continue past failures.

Save a session's cookies and auth state to disk. Use this after logging in to a site so future sessions can restore that login. Pass the returned profile path to session_create's profilePath to reuse it.

Re-snapshot the current page for fresh @eN refs. Use after 'act' when you need to re-orient, or scope to a region with 'selector'. Use 'selector' to dramatically reduce tokens (e.g. 'form', '#results').

Close a tab by index. Defaults to the active tab. Cannot close the last remaining tab. Returns a snapshot of the new active tab.

Switch to a different tab by index. Use -1 to switch to the most recently opened tab (useful for popups). Returns a snapshot of the newly active tab.

List all open tabs in a session. Shows index, URL, title, and which tab is active. New tabs (popups, OAuth windows) are automatically tracked.

Wait for a condition before proceeding. Supports: element visible, text appears, network idle, URL navigation, JS expression truthy. Returns a fresh snapshot after the wait completes.

Pause and request human intervention. Shows the @..@ overlay with your reason. Use when you encounter a CAPTCHA, login wall, or any situation requiring human action. The tool blocks until the user clicks 'Done' on the overlay. Returns success when resolved.