G

Grasp (Browser Automation)

Grasp is an open-source and self-hostable humanized browser automation tool that supports the MCP and A2A protocols and can seamlessly integrate with various AI applications. Through Docker containerization deployment, it provides a browser operation experience controlled by natural language.
2.5 points
34

What is the Grasp MCP Server?

The Grasp MCP Server is an open-source and self-hostable tool that allows you to control browser operations through natural language instructions. It can seamlessly integrate with other AI applications or agents, providing powerful automation capabilities.

How to use the Grasp MCP Server?

Simply install Docker and run a few simple commands to start the server. Then, you can use natural language commands to control the browser.

Use cases

Suitable for developers or enterprise users who need to automate web page tasks, such as web crawlers, automated testing, or personalized browser operations.

Main features

Isolated browser environmentGrasp runs in a Docker container, ensuring that it does not interfere with your local working environment.
Human-like automationGrasp simulates human browser operations and can log in to personalized accounts and perform complex tasks.
Natural language controlNo need to write code. Simply describe your needs in natural language, and Grasp will handle it automatically.

Advantages and limitations

Advantages
Open-source and free
Supports multiple AI integrations
Isolated operating environment, safe and reliable
Limitations
Requires a certain foundation in Docker
Some advanced features may require additional configuration

How to use

Install Docker
Please ensure that the latest version of Docker is installed on your machine.
Pull the Grasp image
Run the following command to pull the Docker image of Grasp.
Start the Grasp container
Use the following command to start the Grasp container and map the ports.

Usage examples

Open the Baidu homepageUse Grasp to open the Baidu homepage.
Log in to the account and view ordersUse Grasp to log in to the account and view personal orders.

Frequently Asked Questions

Does the Grasp MCP Server require payment?
How to obtain an Anthropic API key?

Related resources

Grasp GitHub repository
The official GitHub repository of Grasp, containing complete documentation and examples.
Anthropic API documentation
The official documentation of the Anthropic API.
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
N
Notte Browser
Certified
Notte is an open-source full-stack network AI agent framework that provides browser sessions, automated LLM-driven agents, web page observation and operation, credential management, etc. It aims to transform the Internet into an agent-friendly environment and reduce the cognitive burden of LLMs by describing website structures in natural language.
652
4.5 points
S
Search1api
The Search1API MCP Server is a server based on the Model Context Protocol (MCP), providing search and crawling functions, and supporting multiple search services and tools.
TypeScript
336
4 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
823
4.3 points
M
MCP Alchemy
Certified
MCP Alchemy is a tool that connects Claude Desktop to multiple databases, supporting SQL queries, database structure analysis, and data report generation.
Python
317
4.2 points
P
Postgresql MCP
A PostgreSQL database MCP service based on the FastMCP library, providing CRUD operations, schema inspection, and custom SQL query functions for specified tables.
Python
105
4 points
M
MCP Scan
MCP-Scan is a security scanning tool for MCP servers, used to detect common security vulnerabilities such as prompt injection, tool poisoning, and cross-domain escalation.
Python
609
5 points
A
Agentic Radar
Agentic Radar is a security scanning tool for analyzing and assessing agentic systems, helping developers, researchers, and security experts understand the workflows of agentic systems and identify potential vulnerabilities.
Python
548
5 points
C
Cloudflare
Changesets is a build tool for managing versions and releases in multi - package or single - package repositories.
TypeScript
1.5K
5 points
Featured MCP Services
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.7K
5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
823
4.3 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
79
4.3 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
130
4.5 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
554
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.6K
4.5 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
5.2K
4.7 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
745
4.8 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase