Development Tools

Provides real-time bus arrival information for TMB (Transports Metropolitans de Barcelona) bus stops, showing when buses will arrive in minutes with line numbers, destinations, and directions.

Connects AI assistants to GitLab projects, enabling natural language queries for merge requests, code reviews, test results, pipelines, and discussions. Supports viewing MR details, responding to comments, and analyzing CI/CD job logs.

An MCP server for pfSense that provides bidirectional control and an emergency 'onboard brain' for autonomous network recovery. It exposes a comprehensive suite of tools for managing firewall rules, NAT, DHCP, VPNs, routing, and system diagnostics.

Enables AI assistants to interact with GitLab projects through natural language, allowing users to query merge requests, view code reviews, check test results and pipelines, and respond to discussions directly from chat.

Enables AI agents to interact with BeeBoo's human-in-the-loop infrastructure for managing knowledge bases, requesting human approvals, and tracking work requests. It provides tools for semantic search, authorization workflows, and task creation across platforms like Claude and Cursor.

An MCP server that captures screenshots from the OCP CAD Viewer, enabling AI assistants to visually inspect and analyze 3D CAD models from CadQuery and Build123d.

Provides browser automation capabilities using Playwright, enabling users to navigate websites, extract content, take screenshots, and interact with web pages through natural language prompts.

Connects AI assistants to GitLab, enabling natural language queries for merge requests, reviews, discussions, pipeline tests, and job logs with the ability to respond to comments and resolve discussions.

Connects AI assistants to GitLab projects, enabling natural language queries for merge requests, code reviews, test reports, pipeline status, and discussions with support for commenting and resolving threads.

A comprehensive MCP server enabling AI tools to interact with the TestRail API, providing full coverage for managing test cases, runs, suites, results, and attachments directly within AI-powered development environments.

A Model Context Protocol server that enables AI models to generate mathematical animations by compiling Manim Python code and serving the resulting video files.

Connects AI assistants to GitLab, enabling natural language queries for merge requests, code reviews, pipeline tests, job logs, and commit discussions directly from chat.

Exposes the Integrated Memory System (IMS) capabilities, including session management, memory storage, and RAG-based context search, via the Model Context Protocol. It allows MCP-aware clients to interact with IMS backends to maintain long-term memory and context across sessions.

A tool for creating and visualizing network diagrams that provides both an MCP server for LLM interaction and a real-time Web interface and REST API.

A demonstration MCP server that provides web search capabilities by bridging the Tavily API to any MCP-compatible LLM client.

MCP server to interact with TestingBot, a browser/device grid for automated testing.

A Model Context Protocol server that provides comprehensive Pokemon data and battle simulation capabilities to AI assistants. It enables users to access detailed stats, types, and moves while simulating battles with realistic mechanics like type effectiveness and status effects.

Provides AI assistants with intelligent access to ML textbook content for creating accurate, source-grounded documentation using local models for privacy and cost efficiency.

Provides access to Medicaid public data including drug pricing (NADAC), state enrollment trends, federal upper limits, drug rebate information, and utilization statistics through a hybrid CSV caching and DKAN API approach.

A demonstration MCP server built with FastMCP that provides simple mathematical and greeting utilities for LLM integration.

A container security monitoring and management tool that provides remote Docker/SSH connectivity, real-time log analysis, and automated security scanning for containerized environments.

Provides remote filesystem operations, git repository management, and process execution capabilities for AI agents through the Model Context Protocol.

A multilingual spell-checking MCP server with syntax-aware parsing for code, supporting over 15 languages and directory-wide project scanning.

Enables dynamic instrumentation of running processes through Frida, allowing users to hook functions, inspect memory, modify process behavior, and execute JavaScript code for debugging and reverse engineering.

A Python-based microservice that scrapes, deduplicates, and stores fresh job listings from multiple platforms. It enables users to access and filter a live feed of job data through a REST API for integration into portfolio sites and other applications.

An AI-powered project consultant for Android development that integrates GitHub repository analysis with RAG-based documentation retrieval for intelligent code reviews and chat assistance.

A Python-based MCP server providing core utilities for local file system navigation, file reading, and system time information.

A robust MCP server for the Midjourney Best Experience API, enabling image generation, upscaling, variations, and zooming with support for both fast and relax modes.

A local MCP server that provides tools for working with 7-Zip archives, enabling archive creation, extraction, item management, and file system operations through a standardized interface.

A localization management server that connects AI assistants to Verblaze, allowing automated translation, language configuration, and screen management through natural language.