flyto-core is a debuggable automation engine that provides complete execution tracking, arbitrary step replay, and status snapshot functions. It supports 412 modules covering 78 categories such as browser automation, data processing, and API integration, and can be used through multiple methods such as CLI, MCP server, and HTTP API.

Playwright MCP is a browser automation service based on Playwright. It provides web page interaction capabilities for LLM through structured accessibility snapshots rather than pixel input. It supports multiple functions such as headless/headed mode, tab management, and navigation operations, and is suitable for scenarios such as web page navigation, data extraction, and automated testing.

MCP - URL2SNAP is a lightweight Model Context Protocol (MCP) server that allows LLMs to capture web page screenshots by specifying URLs and return image access URLs, simplifying the process of generating and sharing web page snapshots.

Snowfort Circuit MCP is a comprehensive Model Context Protocol server suite that provides web and Electron desktop application automation capabilities for AI coding agents, with features such as AI - optimized snapshots, intelligent screenshot compression, and multi - session management.

An advanced Proxmox Model Context Protocol (MCP) server based on Python, providing a rich set of Proxmox tools, including discovery, lifecycle management, network configuration, snapshot/backup, monitoring metrics, resource pool/permission management, and orchestration functions.

An MCP server for Claude Code that achieves over 90% context compression through structured incremental snapshots, significantly saving token usage.

A distributed memory bank MCP implementation based on the KùzuDB graph database, supporting repository and branch isolation, and providing AI-driven memory optimization, secure snapshots, and intelligent analysis functions

An MCP server that comprehensively controls VMware Workstation Pro virtual machines through REST API, vmrun, and vmcli, providing 117 tools covering all automation functions such as virtual machine management, snapshots, cloning, file operations, and network configuration

SpotDB is a lightweight data sandbox that provides a securely isolated temporary database environment for AI workflows and data exploration, supporting snapshot restoration and multiple API access methods.

MCP URL2SNAP is a lightweight Model Context Protocol (MCP) server that allows LLMs to capture web page screenshots by specifying URLs and return image access links. This project simplifies the process of generating and sharing web page snapshots and is suitable for integration into AI applications such as Claude Desktop or automated workflows.

The LocalStack MCP server is a model context protocol service that provides tools to manage LocalStack containers and related tasks, simplifying local cloud development and testing. It supports container operations, infrastructure deployment, log analysis, IAM policy management, chaos testing, and state snapshots, etc.

An optimized Playwright MCP server that uses a client-server architecture to achieve browser automation. Through an innovative semantic snapshot algorithm, it significantly reduces the amount of page content transmission, while retaining key elements and reducing token consumption by 90%.

This is an MCP server that provides access to the Internet Archive Wayback Machine, supporting retrieval of archived web page versions and checking of available snapshots of URLs.

Auto - Snap MCP is an automated screenshot and document processing tool that can automatically convert screenshots to PDF. It supports operations through natural language commands and is suitable for various system environments.

The SnapBack MCP server is a service that provides code security analysis and snapshot management for AI tools via the model context protocol. It supports offline basic analysis and cloud-based advanced functions.

A remote MCP server based on Cloudflare Workers, integrating the Xano database for tool management, session tracking, and OAuth authentication, and supporting the latest Streamable HTTP transmission protocol.

An MCP protocol server for interacting with Snapshot.org, providing tools to query information about Snapshot spaces, proposals, and users.

The TrueNAS Core MCP Server project enables interaction between MCP clients such as Claude Desktop and the TrueNAS Core system via the TrueNAS API, providing functions such as user management, system information query, storage management, share, and snapshot operations.

An intelligent version control and documentation generation system that supports the MCP protocol, providing snapshot management, automatic documentation generation, and multi-interface access (CLI, REST, MCP).

Playwright MCP is a browser automation server based on Playwright that interacts with web pages through structured accessibility snapshots without relying on visual models or screenshots, providing lightweight and efficient web page operation capabilities.