Flyto Core
🐍 🏠 - Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file,
What is Flyto Core?
Flyto Core is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to 🐍 🏠 - deterministic execution engine for ai agents with 412 modules across 78 categories (browser, file,
🐍 🏠 - Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file,
This server falls under the Browser Automation category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- MCP protocol support
Use Cases
Maintainer
Works with
Installation
PIP
pip install flyto-coreManual Installation
pip install flyto-coreConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
How to Set Up and Use Flyto Core
Flyto Core is a deterministic execution engine for AI agents that exposes 467 automation modules across 78 categories — browser control, file operations, HTTP requests, data processing, DevOps tooling, and third-party API integrations — all accessible through MCP. Unlike black-box browser automation, every step is traced, named, and replayable from any point, making it easy to debug AI-driven workflows. Developers and AI engineers use it to build reliable agent pipelines that can scrape websites, fill forms, extract structured data, interact with APIs, and chain complex multi-step automations.
Prerequisites
- Python 3.9 or higher
- pip for installation
- Playwright (for browser automation modules): installed separately
- An MCP-compatible client such as Claude Desktop or Claude Code
Install flyto-core
Install the base package via pip. For browser automation modules, install the browser extra which includes Playwright support.
pip install flyto-core
# For browser automation:
pip install flyto-core[browser]
playwright install chromiumConfigure the MCP server in Claude Desktop
Add the flyto-core MCP server to your claude_desktop_config.json. The server is started via Python's module runner.
{
"mcpServers": {
"flyto-core": {
"command": "python",
"args": ["-m", "core.mcp_server"]
}
}
}Or register via Claude Code CLI
For Claude Code users, register the MCP server directly from the command line.
claude mcp add flyto-core -- python -m core.mcp_serverTest with a built-in recipe
Verify the installation by running a built-in recipe from the command line. The competitor-intel recipe launches a browser, captures screenshots, and measures Web Vitals.
flyto recipe competitor-intel --url https://github.com/pricingRestart your MCP client and start automating
Restart Claude Desktop or reload the MCP connection. You can now ask Claude to automate browser tasks, process files, call APIs, and chain multi-step workflows using Flyto's 467 modules.
Flyto Core Examples
Client configuration
Claude Desktop config for flyto-core MCP server using Python's module runner.
{
"mcpServers": {
"flyto-core": {
"command": "python",
"args": ["-m", "core.mcp_server"]
}
}
}Prompts to try
Sample prompts that exercise Flyto's browser, data, and API automation modules.
- "Navigate to competitor.com/pricing, take a screenshot, and extract all pricing tiers into a JSON table"
- "Scrape the top 20 headlines from news.ycombinator.com and summarize them"
- "Fill out the contact form at example.com with the following details and submit it"
- "Run a full performance audit of my-site.com and capture Web Vitals metrics"
- "Download the CSV from this URL, filter rows where revenue > 10000, and return the result"Troubleshooting Flyto Core
Browser module fails with 'playwright not installed' error
Install the browser extra and Playwright: pip install flyto-core[browser] && playwright install chromium. The base flyto-core package does not bundle browser dependencies.
'python -m core.mcp_server' fails with ModuleNotFoundError
Ensure flyto-core is installed in the same Python environment that Claude Desktop uses. If using a virtual environment, specify the full path to that Python interpreter in the MCP config command field.
External API recipes (Slack, GitHub) fail with credential errors
Recipes using external APIs require credentials passed as environment variables (e.g. SLACK_URL, GITHUB_TOKEN). Add these to the env block in your MCP server config or pass them via --token flags when running recipes from the CLI.
Frequently Asked Questions about Flyto Core
What is Flyto Core?
Flyto Core is a Model Context Protocol (MCP) server that 🐍 🏠 - deterministic execution engine for ai agents with 412 modules across 78 categories (browser, file, It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Flyto Core?
Install via pip with: pip install flyto-core. Then configure your AI client to connect to this MCP server.
Which AI clients work with Flyto Core?
Flyto Core works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Flyto Core free to use?
Yes, Flyto Core is open source and available under the Apache-2.0 license. You can use it freely in both personal and commercial projects.
Flyto Core Alternatives — Similar Browser Automation Servers
Looking for alternatives to Flyto Core? Here are other popular browser automation servers you can use with Claude, Cursor, and VS Code.
Chrome DevTools MCP
★ 40.6kAI-powered Chrome automation server with natural language element detection. Control Chrome browser through MCP protocol for testing, debugging, and performance analysis. Features 91% accuracy in element location, works with free AI models, and suppo
UI TARS Desktop
★ 34.9k📇 🏠 - Browser automation capabilities using Puppeteer, both support local and remote browser connection.
Playwright
★ 32.8kA production-ready browser automation server that enables AI assistants to interact with web pages using tools for navigation, element interaction, and data extraction. It features a built-in Inspector UI and robust crash recovery for reliable automa
Page Agent
★ 18.0kJavaScript in-page GUI agent. Control web interfaces with natural language.
Chrome
★ 11.7kAn extension-based MCP server that enables AI assistants to control your browser, leveraging existing sessions and login states for automation and content analysis. It provides over 20 tools for semantic tab search, interactive element manipulation,
LAMDA
★ 7.8kThe most powerful Android RPA agent framework, next generation mobile automation.
Browse More Browser Automation MCP Servers
Explore all browser automation servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.
Set Up Flyto Core in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
Ready to use Flyto Core?
Browse our complete directory of 33,000+ MCP servers, read setup guides for your editor, and start building with the Model Context Protocol.