Development Tools

A token-efficient document retrieval server that uses section-aware parsing and Bloom filter elimination to provide high-speed, structure-aware search within LLM context budgets.

A Google Sheets connector for AI agents that provides comprehensive spreadsheet management including CRUD operations for sheets, rows, columns, and individual cells.

MCP (Model Context Protocol) Server. Bridges AI models with Scrappey's web automation platform, enabling browser session management, HTTP requests, and complex browser actions while automatically handling anti-bot protections and enhancing web content with CSS selectors for interactive elements.

Integrates the Brave Search API into MCP, providing powerful web and local search capabilities with pagination, freshness controls, and smart fallbacks.

A comprehensive SVG manipulation server that provides tools for rendering, optimizing, and converting SVG code into React/React Native components, Data URIs, and PNG images.

A lightweight bridge that wraps OpenAI's built-in tools (like web search and code interpreter) as Model Context Protocol servers, enabling their use with Claude and other MCP-compatible models.

MCP (Model Context Protocol) Server. Provides a MongoDB-integrated platform for systematically documenting and analyzing AI safety challenges, tracking LLM vulnerabilities through detailed thread, message, and model metadata across testing sessions.

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

Security scanner for AI packages — MCP server + CLI

MCP (Model Context Protocol) Server. Analyzes .NET solutions and projects using Roslyn to detect unreferenced code members including classes, methods, properties, and fields with configurable filtering options for public members, entry points, and project-specific analysis to help identify dead code for cleanup and refactoring.

A comprehensive MCP server providing detailed tools for Google Workspace automation (Gmail, Drive, Sheets, Docs, Calendar) and Apps Script management without requiring complex GCP project configuration.

The QuantPlay MCP Server provides access to the QuantPlay trading API, allowing users to manage broker accounts and monitor real-time positions and holdings through AI assistants.

An MCP server for Arma Reforger and Enfusion engine modding that enables users to create mods, search API classes, and generate scripts through natural language. It provides a comprehensive suite of tools for scaffolding addons, generating prefabs, and building projects using the Workbench CLI.

A Model Context Protocol server that retrieves YouTube video transcripts, subtitles, and metadata while supporting video downloads for local processing and analysis.

Enables AI models to interact with Discord using human-readable channel names and usernames through smart target resolution and automatic mention processing. It provides tools for sending messages, reading channel history, and searching for content without requiring manual snowflake ID lookups.

Integrates Google Gemini's multimodal capabilities into Claude Code, enabling advanced text generation, vision analysis, creative brainstorming, and AI image creation.

A comprehensive MCP server for managing Docker, Kubernetes, and Azure Application Insights, featuring advanced log filtering and container lifecycle management.

A comprehensive GitLab MCP server that enables full management of projects, issues, merge requests, CI/CD pipelines, and local repository cloning through natural language. It provides over 40 tools to automate developer workflows across personal and group-level GitLab instances.

Enables AI tools like Claude to interact with a remote machine's file system and shell via a secure HTTPS endpoint. It provides standardized tools for executing shell commands, reading and writing files, and navigating directories.

Integrates GroundX API into MCP-compatible clients to enable advanced semantic search and document management across local files, websites, and Google Drive.

A financial data MCP server leveraging the AkShare library to provide comprehensive real-time and historical market data for A-shares, Hong Kong, and US markets.

A streamlined MCP server providing essential AI-powered development tools for interactive chat and systematic root cause analysis across multiple AI providers.

A specialized MCP server providing access to the API Ninjas Country API for querying global demographic, economic, and geographic data with advanced filtering capabilities.

A TypeScript starter template for building Model Context Protocol (MCP) servers with built-in support for tools, testing, and CI/CD pipelines. It provides a complete development environment for creating custom AI assistant integrations for tools like Claude, Copilot, and Cursor.

Enables AI assistants to search documentation, read and update configuration files, and discover settings across your development workspace. Supports JSON, YAML, TOML, and Markdown files with seamless integration for GitHub Copilot and other MCP clients.

A specialized MCP server for generating high-quality Chinese resume PDFs with automatic layout, font embedding (NotoSerifCJK), and public URL hosting.

Integrated with the EduChain library, this server provides tools for generating educational content like MCQs, lesson plans, and flashcards using Gemini LLMs via LangChain.

A specialized MCP server for Microsoft Dynamics 365 Finance & Operations that facilitates full lifecycle management of X++ objects including creation, modification, and dependency-safe deletion.

MCP (Model Context Protocol) Server. A provider-agnostic image generation suite using the Nano Banana (google/gemini-2.5-flash-image) model via OpenRouter to provide tools for image generation, editing, restoration, diagram creation, icon creation, and story generation.

Database-driven FP enforcement and project management for AI-maintained codebases