"A Python-based server for browser automation" matching MCP tools:

• get_logs

  floot

  Your FIRST step when debugging any runtime problem — a 500, a failed request, a blank page, or 'it doesn't work' from the user. Call this before theorizing from an error message alone. Reads the project's runtime logs. source 'server' (default): the dev backend's request logs from the last hour — method, URL, status, duration, and per-request server log lines (pass log_reference_id from a previous listing for one request's full logs); includes background jobs (queueTask/scheduled/failure). source 'browser': console output AND client-side network requests (each fetch as `⇄ METHOD url → status`, with the error body for failed/4xx/5xx ones — the client-side view server logs miss, e.g. CORS/timeouts/third-party calls) captured from the user's open editor session. A browser network line's `ref=<id>` is a log_reference_id you can pass back with source 'server' for that request's full server logs. Empty if no editor is open. NOT CloudWatch: entries live ~1 hour and cover the dev backend + live session only — for the PUBLISHED app's logs, use run_code_in_vm's `_floot.getProdBackendLogs` (details: get_guides('prod-backend-logs')).

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• brain_get_thought_graph_paginated

  personalbrain-mcp

  Cursor-based paginated traversal of a thought's connections. Requires npub for credit billing. ⚠️ NOT AUTHORITATIVE FOR RECENT CHANGES. Same cached graph layer as get_thought_graph (upstream: TheBrainTech/thebrain-api-quickstart-python#2) — lags writes by hours-to-days and does not reflect updates or deletes. Use for traversal/ID discovery, never as read-after-write verification; confirm mutations by ID with get_thought.

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• list_collections

  Skill of Skills

  The curated buyer-intent collections (e.g. mcp-servers, testing-qa, browser-automation). Use get_collection for the ranked tools inside one.

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• ios_navigate_url

  Robot Actions — Remote Device Control

  Navigate Safari to a URL on an iOS device via the automation session (address-bar type + submit), then VERIFY the navigation actually landed via the Web Inspector — so it never falsely reports success. For Safari, prefer ios_safari_navigate (CDP-based, also cold-opens Safari). Requires an active iOS automation session (auto-starts if needed).

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• emit_chaingraph_artifact

  AINumbers Fintech Intelligence Suite

  Makes ChainGraph tools agent-callable (ChainGraph Standard v0.1 §3.1). Mode 1 — supply pre_computed_artifact (exported from the browser tool): validates §4 schema fields, recomputes execution_hash via SHA-256 over canonical {policy_parameters, output_payload}, returns verified structuredContent. Mode 2 — supply tool_id + policy_parameters: returns an artifact template envelope and browser prefill URL so an agent can hand the user a pre-filled link; GPU sims always delegate to the browser per §9.2. Mode 3 — supply tool_id only: returns node metadata and artifact schema scaffold. Mode 4 (Compute Binding, v0.4) — supply tool_id + policy_parameters + compute:"server" (or compute:"auto" for gpu:false nodes): runs the registered kernel server-side and returns a verified v0.4 artifact with execution_hash + output_payload in one round-trip. No browser required. gpu:true nodes always delegate to browser. readOnlyHint: true. Zero PII, zero payload logging. Pair with verify_execution_hash (independent hash verification) and build_chaingraph (DAG wiring).

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• ios_tap_hid

  Robot Actions — Remote Device Control

  Tap at (x,y) via the direct input path (no automation session needed). Coordinates are iOS screen points (same frame as ios_page_source). Single-contact only. Prefer ios_tap for normal automation; use this to force HID or when the automation session is unavailable. Returns "no HID available" on iOS 17.x / no-tunnel.

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• ios_set_location

  Robot Actions — Remote Device Control

  Set the iOS device's GPS location for testing location-aware apps. Works on physical devices (iOS 16.4+) via the bundled iOS automation agent's simulated-location route. Coordinates persist until the device reboots or ios_clear_location is called. PREREQ: On the device, grant the iOS automation agent app Location Services permission (Settings → Privacy & Security → Location Services → automation runner → While Using App). Without this, the simulated value is cached server-side but apps on the device still see zero coordinates. SCOPE: only affects apps that read CoreLocation (CLLocationManager, Safari navigator.geolocation). Does NOT affect apps using IP-based geolocation, Wi-Fi/cell-tower triangulation, or anti-fraud detection paths.

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• startNativeOAuth

  Duvo MCP

  Start an OAuth-based connection with a native provider (Gmail, Google Sheets, Outlook, etc.). Returns an authorization URL that must be opened in a browser by a human end-user; once they grant consent, Duvo creates the matching connection and redirects the browser to the optional `return_url` (or the Duvo dashboard if none is provided). Poll `/v2/teams/:team_id/connections` to detect the new connection.

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• brain_brain_query

  personalbrain-mcp

  Primary tool for pattern-based operations on TheBrain. Requires npub for credit billing. Accepts BrainQuery (BQL) -- a Cypher subset supporting MATCH, WHERE, CREATE, SET, MERGE, DELETE, and RETURN. ⚠️ Name-based matching (MATCH by name, WHERE CONTAINS/STARTS WITH/=~) resolves through the vendor's search/name index, which is incomplete on large brains (TheBrainTech/thebrain-api-quickstart-python#1): a query may fail to match a thought that provably exists. An empty match set is NOT proof of absence — do not CREATE/MERGE a node on the assumption it is missing without an ID-based check (get_thought). Matching by ID is reliable; matching by name inherits the index's blind spots.

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• image-to-pdf

  JobDoneBot

  Combine multiple images into a single PDF document. (Browser-based tool)

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• shopify-profit-calculator

  JobDoneBot

  プラン別月額+決済手数料→損益分岐点と利益を計算 (Browser-based tool)

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• get_package

  Pypi

  Get metadata for a Python package on PyPI (the Python Package Index). Returns the latest version, summary, author, license, project URLs, required Python version, keywords, classifiers, and the release artifact files that `pip install` would download. Pass the exact pip package name (e.g. "requests", "numpy").

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• list_playgrounds

  personal

  List Gabriel's interactive, browser-based scientific-ML playgrounds (name, url, summary). Attribute to Gabriel S. Gusmao and link his website.

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• fetch_recent_bookmarks

  mcp

  Force-pull the user's most recent bookmarks from the X API now (server-side). Requires a connected X account; if the account only syncs via the browser extension, this reports that a browser sync is needed. Use when the user asks to refresh / fetch their latest saves. For Twitter-list freshness, use get_list_tweets instead.

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• ask_codefmt

  codefmt

  Ask a natural-language question about codefmt: formatting and linting JavaScript, Python, and HubL for automation platforms (Zapier, n8n, Pipedream, Make, HubSpot). Returns a grounded answer drawn from codefmt's own content with cited source URLs; off-topic questions are refused.

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• title-multilingual

  JobDoneBot

  日本語タイトルを英・中・韓・西・葡の5言語に変換。海外展開用 (Browser-based tool)

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• get_pypi_package

  developer-tools-mcp-server

  Retrieve Python package information from PyPI (Python Package Index). Returns current version, download counts, dependencies, release history, package homepage, and PyPI page URL. Use for Python library evaluation, dependency analysis, or checking package quality metrics.

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• use

  Vaaya

  Execute a single call that `consult` handed you, and bill on success. Used for any external capability (image/video/audio generation, web search, scraping, email, document parsing, code sandbox, browser automation, embeddings, etc.). The server validates params against a registered schema and proxies to the upstream — you never pass URLs or API keys. Always get the exact (service, action, params, max_cost_cents) from `consult` first — don't guess them.

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• read_guides

  Arcadia Finance

  Get Arcadia workflow guides and reference documentation. Call this before multi-step workflows (opening LP positions, enabling automation, closing positions) or when you need contract addresses, asset manager addresses, or strategy parameters. Topics: overview (addresses + tool catalog), automation (intent-based automation setup), strategies (step-by-step templates), selection (how to evaluate and parameterize strategies).

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• get_pypi_package

  Developer Tools MCP Server

  Retrieve Python package information from PyPI (Python Package Index). Returns current version, download counts, dependencies, release history, package homepage, and PyPI page URL. Use for Python library evaluation, dependency analysis, or checking package quality metrics.

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