Secure, containerized code execution with flexible Docker environments, real-time logging, and automatic updates.

Java-based, modular toolset for extended LLM workflows featuring data storage, runtime insights, file access, and visual drawing with JavaFX under Quarkus.

Command-line tool enabling AI-assisted Terraform workflows with security, auditing, and automated onboarding.

A standardized interface to Apache Airflow via its REST API using official client for seamless integration and tooling.

MCP-compatible integration delivering DeepSeek models with automatic fallback, multi-turn context, and configurable model options for seamless app integration.

Ephemeral, Docker-based Node.js sandbox that installs dependencies on demand, executes ES modules, and returns outputs and files for seamless MCP workflows.

Model Context Protocol bridge enabling AI assistants to securely manage Azure DevOps resources using standardized tools and flexible authentication.

Open-source gateway that centralizes tool discovery, policy enforcement, and traffic shaping for AI agent workloads.

Modular, observable Go framework enabling easy wiring, dependency injection, instrumentation, and extensible modules for backend development.

Natural-language control of Confluent Cloud resources like topics, connectors, and Flink SQL from Claude Desktop and Goose CLI.

A flexible SonarQube integration enabling in-agent code snippet analysis and IDE-connected quality checks via Docker-based deployment.

Currents-backed test context for AI enables automated diagnosis and fixes of Playwright failures.

Secure, containerized workflow enabling Claude to run Kubernetes CLI tools with safe piping and multi-arch support.

Lightweight Rust gateway bridging HTTP services with MCP clients via SSE and streaming HTTP, featuring multi-tenant config and live admin control.

AI-powered Kubernetes resource management via natural language, supporting built-ins and CRDs with Helm operations and per-action controls.

Prompt-driven Optuna integration enabling automated optimization and interactive analysis with visualization support.

Secure, policy-driven command execution with strict validation and robust sandboxing for safe automation and LLM-driven workflows.

Natural-language PostgreSQL monitoring with safe read-only analysis, optional deep analytics via extensions, and cross-database insights.

Modular, privacy-first stack for local LLMs with multi-engine backends, integrated search grounding, and centralized tool-bridges.

Open-source MCP gateway and AI platform enabling self-hosted deployments with multi-LLM support, server discovery, and centralized administration.

Secure, whitelisted command execution with stdin support and precise timeout controls, designed for safe remote automation under the Model Context Protocol.

Twitter data access via a versatile integration enabling quick search and timeline sentiment insights for Claude.

Docker-powered workflow framework using markdown-driven prompts, dockerized tools, and multi-model agents with versioned prompts.

Minimal tool that lets agents pause and log explicit thoughts to improve structured reasoning and policy compliance.