Development Tools

A specialized MCP server that provides a structured API for remote training, inspection, and lifecycle management of PyTorch Lightning models.

A specialized documentation indexing and retrieval server for the Cangjie programming language, providing smart document splitting, token-efficient search, and hierarchical navigation.

A tool for converting Markdown files or content into professional PowerPoint presentations using Pandoc, featuring automatic diagram rendering and support for custom slide templates.

MCP server for Google Slides integration with service account authentication

A toolset for Claude Code that enables session continuity by persisting todos and development contexts while providing multi-AI feedback from ChatGPT, Claude, Gemini, and DeepSeek.

Demonstration of MCP with Spring Server and Client, using Ollama

Enterprise-grade MCP server for Microsoft SQL Server providing comprehensive schema discovery, data profiling, and safe CRUD operations with built-in governance and audit logging.

A bridge for Azure Cognitive Search that enables full-text and semantic search, document indexing, and index management through the Model Context Protocol.

Submit natural language prompts to an AI chatbot, which will use a browser through an MCP (Model Context Protocol) server to perform actions and generate Playwright tests automatically.

Endgame is a cloud platform for AI Agents that enables automated deployment, auto-testing, and self-healing for software applications.

A specialized MCP server for checking domain name availability through a dual-verification process involving WHOIS lookups and DNS resolution.

A robust MCP server that enables automated interaction with SAP GUI systems via COM APIs, supporting transaction navigation, field-level operations, and data extraction/importing.

A community-driven MCP server that allows AI models to manage Harbor container registries, enabling real-time interaction with projects, repositories, statistics, and system configurations.

A comprehensive MCP server providing full access to the Mindbody API for automating wellness studio management, including scheduling, client tracking, and payment processing.

A security-focused MCP server that integrates OWASP ASVS and OWASP LLM Top 10 standards into AI coding workflows to proactively catch and fix vulnerabilities like SQL injection and weak authentication.

A Model Context Protocol server that facilitates secure shell command execution, allowing LLMs to perform system diagnostics, file manipulation, and automation directly on a host system.

A comprehensive MCP server for managing Portuguese invoices via InvoiceExpress, featuring 60+ tools for SAF-T compliance, AT integration, client management, and treasury operations.

A secure Model Context Protocol server that allows AI agents to safely access and use encrypted API keys from a local vault using AES-256-GCM encryption.

AI-powered assistant that enables natural language interactions with Kubernetes clusters. Simplifies DevOps workflows using Model Context Protocol (MCP) servers for executing K8s operations through conversational interfaces.

Tired of hardcoding secrets like API keys in your MCP client configuration (e.g., mcp.json, claude_desktop_config.json)? mcp-secure-launcher lets you run your existing MCP servers securely without modifying them.

A specialized MCP server that leverages Claude 3.5 Sonnet to transform raw user inputs into professionally engineered, structured prompts for any Large Language Model.

A powerful MCP server that gives AI agents full control over a Chrome browser via DevTools, enabling advanced input automation, performance profiling, and network debugging.

A Kotlin 'Hello World' example for the Model Context Protocol (MCP). This client-server demo uses STDIO for communication, where the client launches an MCP server to execute a simple 'greet' tool. Ideal for understanding MCP's fundamentals without complex LLM integrations.

A bridge between MCP clients and GraphQL APIs, allowing for schema introspection and the execution of queries and mutations with support for variables and authentication.

A bridge between AI models and the Unleash feature flag management system, allowing for the list, creation, and modification of flags within projects.

A specialized MCP server for Dynatrace Managed (self-hosted) environments that provides access to problems, security vulnerabilities, entities, SLOs, events, logs, and metrics via V2 REST APIs.

A comprehensive MCP server implementation that integrates ChatGPT with OAuth2 authentication via Privy.io, enabling secure tool execution and interactive React widgets.

Python CLI tool and MCP server for generating slash commands in AI coding assistants (Cursor, Claude Code, Windsurf, VS Code)

An automated benchmark and public leaderboard for Model-Context Protocol (MCP) clients. Test your client and see how it ranks!

An MCP server and ingestion engine that analyzes Terraform modules from git repositories, generating structured summaries and vector embeddings for AI RAG systems.