MCP Ecosystem

MCP server providing privileged code execution capabilities to Claude Code, enabling bypass-restricted operations for advanced development workflows.

MCP server that routes Claude Code requests through Google Gemini models for multi-model code review and cross-referencing.

MCP server that provisions sandboxed execution environments for LLMs to safely run untrusted code in isolated containers.

Claude Pro add-on performing direct file edits and test execution with Git-tracked rollback capabilities for risk-free AI-assisted development.

MCP-compatible web search server powered by DuckDuckGo, featuring rate limiting, content scraping, and structured output optimized for LLM consumption.

MCP server providing programmatic access to the Facebook Ads Library for ad intelligence, competitive analysis, and creative research.

Minimal Python framework for building MCP-compliant servers in under 20 lines of code, with built-in tool registration and schema validation.

MCP adapter exposing Google Gemini Pro and Ultra models as drop-in tools within Claude Code existing agentic workflow.

MCP server wrapping Playwright for LLM-driven browser automation supporting navigation, screenshot capture, element interaction, and JavaScript execution.

Polyglot code execution MCP server supporting Python, JavaScript, Go, and Rust with resource-isolated sandboxes and real-time stdout capture.

Bidirectional MCP bridge connecting LLM agents to Milvus vector databases for semantic search, hybrid retrieval, and high-dimensional ANN queries.

Anthropic open standard establishing bidirectional communication between AI assistants and external tools, data sources, and services.

Zero-dependency MCP server exposing system-level file operations, command execution, and browser automation through a unified tool interface.

Docker-isolated Node.js execution environment for LLMs with on-demand npm dependency resolution, filesystem sandboxing, and configurable timeout controls.

MCP-compliant interface to the Notion API supporting page creation, database queries, block manipulation, and content synchronization workflows.

Bidirectional MCP bridge converting natural language instructions to ROS 1/2 navigation commands for automated robot control and sensor data retrieval.

Lightweight terminal-based MCP client bridging local LLM runtimes with remote MCP-compatible tool servers through stdin/stdout transport.

Learn how to build and connect a custom Model Context Protocol (MCP) server to Google Antigravity 2.0 to expose proprietary databases and APIs as agent tools.