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Average Ratings 0 Ratings

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ease
features
design
support

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Description

Agent Compute Engine is a fully managed compute service offered by Google Cloud that creates execution environments specifically for AI agents. Each agent operates within its own hardware-isolated microVM, complete with a dedicated guest kernel and root-level management capabilities. Users can benefit from features such as rapid startup, pausing, checkpointing, creating snapshots, and resuming workflows. Persistent workspaces are available to maintain agent files and context throughout different sessions, and the platform utilizes copy-on-write memory sharing to enable parallel environments derived from shared images. Agents have the capability to execute code, run shell commands, and perform browser actions within secure sandboxes, with carefully regulated access to enterprise data through Google Cloud's networking and identity frameworks. Developers have the flexibility to customize environment images, manage identity protocols, control network access, and oversee the lifecycle of their agents, all while Google takes care of the underlying compute infrastructure. The platform is particularly well-suited for interactive assistants, coding agents, browser-based tasks, and extensive evaluation and reinforcement learning tasks, showcasing its versatility and efficiency in handling a wide range of AI applications. This comprehensive management allows developers to focus on building and optimizing their AI solutions without the burden of infrastructure concerns.

Description

TinyFish is a web infrastructure platform for developers and AI teams building agents and applications that need to access or operate across the web. The platform includes four connected product surfaces: 1. Search provides agent-optimized web search with current results structured for AI consumption. 2. Fetch extracts clean content from specified URLs and returns it as markdown, JSON, or HTML. It supports dynamic, JavaScript-heavy, and single-page application websites. 3. Browser provides managed cloud Chrome sessions, fingerprinting, session infrastructure, scaling, and browser management. 4. Web Agent takes a goal and a URL, navigates a website, works through filters and pagination, fills forms, authenticates when required, and returns the requested result. 5. Vault and Profiles support Web Agent workflows by securely handling credentials and identity for authenticated website operations. Together, these capabilities allow developers to move from web discovery and content retrieval into complete, multi-step web operations without assembling and maintaining separate infrastructure products.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Cursor No 
Dify No 
Google Cloud Platform Yes 
Grok Bot No 
HTML No 
JSON No 
Model Context Protocol (MCP) No 
OpenClaw No 
Python No 
Vercel No 
n8n No 

Integrations

Cursor Yes 
Dify Yes 
Google Cloud Platform No 
Grok Bot Yes 
HTML Yes 
JSON Yes 
Model Context Protocol (MCP) Yes 
OpenClaw Yes 
Python Yes 
Vercel Yes 
n8n Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$0.016
Pay as you go
INCLUDES
– Search and Fetch free at any Wallet balance
– Agent ($0.0016 per step - limit: 2 concurrent runs and Browser ($0.002 -limit: 5 concurrent sessions) metered against your Wallet
– No subscription and no monthly minimum
– Vault + Profile
– Auto-reload
– SDKs, CLI, and MCP
Free Trial Yes 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Google

Founded

1998

Country

United States

Website

cloud.google.com/blog/topics/ai-infrastructure/agent-compute-engine-deep-dive

Vendor Details

Company Name

TinyFish

Founded

2024

Country

United States

Website

www.tinyfish.ai/

Product Features

Alternatives

No Alternatives

Alternatives