Modular AI assistant with memory and multi-tool integrations for real-world tasks.

Docker Compose toolkit delivering multi-context tooling with automated tests and token-based integrations for GitHub, Docker Hub, Shopify, and Bitbucket.

A terminal-based tool enabling safe shell command execution with timeout, working directory support, and clear error reporting.

Automates Claude integrations with Context7, GitHub, Sentry, Serena, and optional BrightData for consistent, reproducible deployments.

Playwright-powered browser automation with MCP-Kiro integration, prioritizing security, performance, and observability.

A standardized framework enabling AI agents to operate across diverse APIs with context awareness and secure, scalable stateful operations.

Zero-friction testing suite with learning mode, dynamic launcher, and interactive tool testing.

Preserves configurations when disabled, enabling instant reactivation with zero reconfiguration for seamless task switching.

demonstrates how to integrate a Model Context Protocol (MCP) server with LangGraph.js

A minimal LangChain-based demonstration showing how to apply Model Context Protocol to manage and optimize LLM context.

Production-ready Python CLI toolkit for deploying and securing containerized MCP endpoints with gateway routing and client templates.

Adapts MCP to automate the user's existing browser profile, preserving logged-in sessions and bypassing bot detection.

Chat-driven flight discovery with automatic web interactions across airlines, memory-enabled context, and robust rate-limiting safeguards.

Decorator-based Python toolkit enabling rapid, zero-boilerplate exposure of functions as protocol endpoints with async support and type-safe schemas.

A repository demonstrating the Model Context Protocol (MCP) for AI agent interactions

An MCP server that decomposes complex tasks into actionable subtasks, tracks progress with structured outputs, and cross-session resilience for AI agents.

AI-powered virtual journal reviewer system delivering journal-specific, personality-driven reviews with actionable feedback and diffs for editors.

AI-powered Playwright POM generation with Copilot integration for automated end-to-end testing.

Type-safe, interoperable model-context sharing for OpenStudio workflows with extensible bindings and real-time validation.

A modular Model Context Protocol implementation for the Idea Agent with CrewAI, focusing on dynamic context orchestration and cross-agent collaboration.

Contextor transforms repository docs into MDC files with front-matter, token-efficient compression, and indexed, scalable access for LLM-driven workflows.

Security-first, runtime-only keys, multi-chain Safe wallet management for AI agents with production-grade Safe SDK integration.

A unified MCP-based AI agent OS enabling cognitive memory, tool orchestration, and multi-provider models for cost-efficient automation.

Python-based toolkit providing DK-style math operations and lightweight customer/product management with UV deployment.