A GitLab pipeline control tool enabling natural-language interaction to trigger, monitor, list, manage jobs, or cancel pipelines.

TypeScript-driven prompt refinement with context history and plugin-based transformations to improve precision, safety, and reuse.

Platform delivering GitHub automation, OAuth-based access, real-time messaging, dynamic tool execution, and Dockerized deployment for seamless model-context workflows.

Unity-friendly asset suite powered by Scenario.gg AI, delivering 10 specialized tools and seamless asset management with cross-platform, optimized imports.

Dockerized, AWS-ready template enabling local or EC2 deployment with isolated Python tool execution and S3 mounting.

LLM-enabled interface for Bitbucket to manage repositories, PRs, branches, and code search with deep repository insights.

Docker-based platform for TrueNAS Scale Electric Eel apps enabling containerized model contexts and streamlined lifecycle management.

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.

Unified interface to manage Dataproc resources with streamlined cluster, job, and batch orchestration.

Production-ready MCP server enabling real-time Aave V3 automation on Base with 22 tools, gas optimization, and AI-friendly task orchestration.

Production-ready Telos DeFi analytics and automation server with cross-chain tooling and token management.

Containerized component that orchestrates photo analysis within Kanizsa, routing requests to specialized agents via a secure HTTP API and marketplace discovery.

Kubernetes-native security system pairing MCPSpy and Tetragon to monitor protocol traffic, enforce policies, and block risky commands with structured logging.

Lightweight multi-LLM MCP client with standard Claude Code config and flexible transports.

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

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

High-performance DockerHub integration with advanced search, image analysis, tagging, vulnerability checks, and pull-size optimization for AI assistants.

Centralized Neo4j-backed memory service enabling cross-project context sharing with automated onboarding and unified backups.

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

Comprehensive planning tool with multi-model fallback, production-grade reliability, and global, user-scoped access.

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

Deploys a secured MCP server on Cloud Run protected by identity-token authentication accessible via Gemini CLI.

Demonstration of Model Context Protocol (MCP) integration with Claude Desktop