Development Tools

A containerized MCP (Model Context Protocol) server that provides a simple calculator tool for adding two numbers, deployable to Kubernetes/EKS environments.

An automation server that enables interaction with Xiaohongshu platform through browser automation, supporting functions like article search, content viewing, reading comments, and posting comments.

Provides Indian movie recommendations within Claude Desktop, allowing users to filter by genre, language, rating, and year, search for specific films, or discover random recommendations from Bollywood and regional cinema.

A MCP server for Joplin note-taking application that enables interaction with Joplin notes through the web clipper API, supporting notebook hierarchy and running in Docker.

An MCP server that integrates with local Ollama LLMs to provide financial analysis through four specialized agents (Market Analyst, Portfolio Manager, Risk Analyst, and Explainability Agent) with comprehensive banking tools.

A Model Context Protocol (MCP) server for AWS S3 integration using FastMCP and boto3. This server provides access to S3 functionality through MCP-compatible tools.

Provides AI coding agents with persistent, long-term memory through local semantic search and SQLite storage. It enables agents to save and retrieve architectural decisions or project context across different conversation sessions without requiring cloud services.

An intelligent Model Context Protocol server that enhances GitHub Copilot with specialized Drupal development capabilities, offering project analysis, module exploration, technical debt assessment, and Lando environment management in both English and French.

Provides access to Dutch weather data (current conditions, forecasts, alerts, and historical data) via the KNMI API, with automatic location name resolution for Dutch cities.

A Python-based MCP server implementation that can be easily installed via pip or directly from GitHub, providing a simple way to deploy and run MCP server functionality.

Model Context Protocol server implementation for operating baserCMS that enables GitHub Copilot and other agent modes to interact with baserCMS through its API.

A starter template for building Model Context Protocol servers that can integrate AI assistants with custom tools, resource providers, and prompt templates.

Provides tools for interacting with the Transmission BitTorrent client via natural language, enabling users to manage torrents, configure download settings, and monitor download activity.

Provides a catalog of curated author writing styles and tools to blend or analyze them across eight dimensions for text and image prompt generation. It enables users to apply structured literary patterns through deterministic style modeling and coordinate-based interpolation.

Provides tools for making small, targeted edits to files using stream editors like sed and awk, enabling efficient modifications without full file replacement.

A Model Context Protocol server that collects, analyzes, and manages AI use case data from various information sources with features for web scraping, data analysis, and trend identification.

A starter template for building MCP servers with FastMCP, providing testing, linting, formatting, and NPM publishing setup.

A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Code to interact with Databricks functionality including clusters, jobs, notebooks, and SQL execution through natural language commands.

A specialized MCP server optimized for searching, reading, and analyzing GitLab community forum discussions to assist with CI/CD troubleshooting and support.

A Model Context Protocol server that enables AI assistants to control web browsers programmatically, allowing for web automation through natural language commands.

A simple MCP server that retrieves and displays status information and incidents from the Red Hat Status Page, allowing users to query for events through natural language.

This MCP (Model Context Protocol) Server provides a communication interface for the Meraki Dashboard API, auto-generated using AG2's MCP builder from the Meraki OpenAPI specification.

A lightweight server that provides curated, high-quality prompts for common development tasks like UI/UX design, project setup, and debugging to enhance AI-powered development workflows.

A locally-run MCP server that enables downloading images, videos, and LivePhotos from Xiaohongshu (RedNote) and retrieving detailed work information through URL-based queries.

A Model Context Protocol server that provides read-only access to Slack data including messages, channels, and users through secure API endpoints.

An MCP server that provides shell command execution and OpenAI Whisper transcription capabilities for audio files.

Provides access to PostgreSQL database schemas and metadata, allowing MCP-compatible tools like Cursor to explore database structure, inspect table schemas, and understand relationships.

A comprehensive Model Context Protocol service providing zodiac information queries, horoscope analysis, and compatibility testing between star signs.

Geocode addresses, lookup administrative boundaries, and process DigiPin codes for India

A Model Context Protocol server that provides real-time weather data to AI clients through Server-Sent Events, enabling them to fetch current weather conditions, multi-day forecasts, and location-based weather information.