Development Tools

A robust mathematical calculation server providing essential arithmetic, power, square root, and factorial operations for assistants.

A Django-integrated MCP server that provides 14 tools for managing Firebase Authentication, Firestore databases, and Cloud Storage via the Firebase Admin SDK.

A comprehensive browser automation MCP server built with Playwright that enables AI assistants to navigate URLs, extract content, fill forms, and interact with web elements.

A unified MCP server featuring a modular, pluggable tool system with independent endpoints for calculation, text processing, and time conversion. It uses StreamableHTTP transport and dynamic tool loading for robust fault isolation.

A robust MCP server providing real-time cryptocurrency market data and technical analysis from Binance, featuring individual price checks, 24-hour statistics, candlestick charts, and comprehensive market sentiment summaries.

A goal-agnostic parallel orchestration framework that enables sophisticated multi-agent coordination for tasks like code generation, UI development, and research through specification-driven architecture. It utilizes wave-based generation and intelligent context management to execute complex, iterative agentic loops.

Provides 55 specialized tools for precise physics calculations and rigid-body simulations, covering mechanics, fluid dynamics, and rotational motion. It enables LLMs to perform realistic motion analysis and trajectory modeling with support for real-world factors like drag, wind, and altitude.

A Model Context Protocol server that integrates with Nautobot to provide AI assistants with access to network inventory data, including site information, device details, and network topology.

An enterprise-grade ServiceNow integration for the Model Context Protocol, enabling AI assistants to manage ITSM operations including incidents, changes, CMDB, and user management.

A specialized MCP server designed to sanitize user prompts by redacting sensitive information like API keys, emails, and secrets using OpenAI-compatible APIs while maintaining prompt structure.

MCP (Model Context Protocol) Server. Provides browser-based local LLM inference by running Web-LLM models entirely in a headless Chromium browser without external API dependencies, supporting multiple quantized models with dynamic switching and screenshot debugging for privacy-sensitive offline workflows.

A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.

A comprehensive Playwright-based MCP server that enables LLMs to perform browser automation tasks, including navigation, element interaction, and content extraction via visual or text data.

A lightweight PHP-based MCP server providing current timestamp and date/time information with timezone support. It leverages Symfony components and supports both STDIO and SSE transport methods.

A comprehensive MCP server for managing homelab infrastructure, enabling control over Docker, Proxmox, OPNsense, TrueNAS, and Home Assistant with configurable capability levels.

MCP (Model Context Protocol) Server. Provides persistent note-taking and task management through JSON file storage, enabling creation and management of pages with checkable annotations for structured personal knowledge bases and todo lists.

A hosted memory service that provides persistent, explainable context for AI agents through natural language retrieval and knowledge graph extraction.

A robust browser automation MCP server using Brave Browser, featuring built-in anti-detection, CAPTCHA solving, and deep analysis tools optimized for LLMs like Gemini 3 Pro.

A file-based personal journaling server that enables AI assistants to record, search, and summarize journal entries with automatic hashtag extraction and a React-based web viewer.

A specialized RAG MCP server that crawls documentation using Jina AI and Crawl4AI, indexing content into Supabase pgvector for high-performance semantic search.

MCP (Model Context Protocol) Server. Integrates with Logstash instances to provide real-time monitoring, performance analysis, and debugging capabilities including JVM memory tracking, pipeline statistics, hot threads analysis, and queue backpressure detection for ELK stack deployments.

MCP (Model Context Protocol) Server. Provides intelligent smart lighting control through UDP network communication, enabling discovery, connection, and control of physical smart bulbs on local networks with voice command integration for comprehensive bulb management including RGB color control, brightness adjustment, and power management.

A robust MCP server for web crawling, private search, and intelligent RAG. It integrates Crawl4AI, SearXNG, and Supabase to provide AI agents with advanced content extraction, hybrid search, and knowledge graph-based code analysis.

MCP (Model Context Protocol) Server. Provides multi-database connectivity for SQLite, PostgreSQL, MySQL, and SQL Server through unified adapters that enable query execution, schema management, data export, and business memo tracking with safety validations for destructive operations.

Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoint presentations with automatic watermark removal and vector graphics preservation. It provides automated tools for slide conversion, metadata management, and document processing via the Model Context Protocol.

MCP (Model Context Protocol) Server. Enables AI systems to log emergency contact events with rate limiting and persistent storage using Supabase for reporting suspicious activities, cybersecurity incidents, or emergency situations.

MCP (Model Context Protocol) Server. Provides unified cloud infrastructure management across AWS, DigitalOcean, Vultr, and Alibaba Cloud for creating virtual machines, configuring security groups, and handling DNS records through provider-specific modules that abstract underlying APIs.

An MCP server that connects AI agents like Cursor and Claude Code to your ElmapiCMS instance. Manage collections, fields, content entries, and assets programmatically through natural language.

An MCP server for the Octopus Energy Japan GraphQL API that allows users to retrieve electricity consumption, cost estimates, and contract details. It enables 30-minute interval usage analysis and postal code area searches while ensuring privacy by excluding personal address information.

A production-grade MCP server that integrates ByteBot's dual-API architecture for autonomous task management and direct desktop computer control, enabling AI assistants to execute complex desktop workflows.