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MCP Servers

Run any AWS Lambda function as a Large Language Model (LLM) without code changes using Anthropic's Model Context Protocol (MCP).

The Wireshark for the Model Context Protocol (MCP)

A Model Context Protocol (MCP) server that provides seamless integration with Instagram's Graph API, enabling AI applications to interact with Instagram Business accounts programmatically.

A Model Context Protocol (MCP) server implementation that integrates with SerpApi for comprehensive search engine results and data extraction.

is an intelligent memory system for AI platforms that automatically knows when to save and retrieve information.

A secure shell command execution server implementing the Model Context Protocol (MCP). This server allows remote execution of whitelisted shell commands with support for stdin input.

The AKS-MCP is a Model Context Protocol (MCP) server that enables AI assistants to interact with Azure Kubernetes Service (AKS) clusters.

— Gmail, Calendar, Drive, Docs, Sheets, Tasks and Meet — from one MCP server, across as many accounts as you have.

A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases. Query collections, inspect schemas, and manage data seamlessly through natural language.

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Control any Windows machine through the Model Context Protocol — perfect for AI agents, Claude Desktop. Transform your Windows desktop into a powerful, remotely-accessible automation endpoint.

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Agent Skills

A Codex skill that turns a startup URL or product idea into a qualified shortlist of potential first customers using recent public pain, demand, and timing signals.

A collaborative list of awesome Helm resources.

The autonomous research agent that beats Claude Code and Codex by 2.5× on the same compute budget

Agent skill that audits vibe-coded apps for common security vulnerabilities introduced by AI coding assistants

The MATLAB Agentic Toolkit brings trusted MATLAB capabilities to AI agents, making engineering and scientific workflows agent-ready.