Development Tools

A local SageMath execution environment for MCP clients, providing tools for computational algebra, version verification, and health monitoring with support for both STDIO and HTTP transports.

A comprehensive automation server for Yandex Browser that enables tab management, console log monitoring, web scraping, and complex user interactions via the Model Context Protocol.

A comprehensive MCP server for CData Sync that exposes tools for managing ETL processes, data synchronization jobs, and connections through both stdio and HTTP transports. It enables AI assistants to monitor real-time job progress and perform workspace configuration.

A comprehensive MCP server for managing the Firelinks URL shortening platform, enabling LLMs to create branded links, manage custom domains, and analyze detailed click and traffic metrics.

A sophisticated note-taking system that implements the Model Context Protocol (MCP) and features intelligent auto-tagging using local LLMs via Ollama. It enables AI-driven categorization and search across a JSON-based note repository.

A high-performance Swift framework for building MCP servers with a declarative builder API, featuring automatic schema generation and type-safety.

A Model Context Protocol server for the Binance.US cryptocurrency exchange, providing programmatic access to spot trading, wallet management, and real-time market data.

A comprehensive MCP server providing over 478 tools to interface with the complete Binance.com API, covering spot/futures trading, wallet management, and staking operations.

A robust MCP server that enables LLMs to securely manage multiple Kubernetes clusters using kubectl, Helm, Istioctl, and ArgoCD through dynamic kubeconfig injection.

A specialized MCP server that automates the initialization of new MCP projects by generating standardized structures, PRDs, and technology-specific development rules through a conversational tool-based interface.

A FastMCP-based server providing comprehensive integration with the Confluence REST API for space management, page content retrieval, and CQL searching. It allows AI agents to navigate and query Confluence documentation programmatically.

A robust MCP server for extracting YouTube transcripts and performing video or channel searches without the need for Google API keys. It supports advanced features like transcript chunking and metadata sorting to facilitate deep video content analysis.

A specialized MCP server for interacting with Apple's App Store Connect API to monitor and debug Xcode Cloud build products, actions, and logs.

A comprehensive security scanning MCP server that detects vulnerabilities in source code and IaC templates, offering automatic remediation suggestions and sandboxed execution.

Enables AI assistants to query Treasure Data databases, manage CDP segments, and monitor or retry Digdag workflows through a secure SQL interface.

A Momento Cache implementation for MCP that allows AI models to manage serverless caching, including setting/getting values and performing administrative cache management tasks.

A comprehensive AWS integration for Claude that provides access to S3, EC2, RDS, Cost Explorer, and CloudWatch, including a generic SDK wrapper for any AWS service.

A professional AI video generation server for Claude Desktop that uses the Remotion framework to create, manage, and render React-powered animations through natural language.

A shared context layer for AI agent teams that enables efficient coordination through context deduplication, incremental state sharing, and dependency tracking to reduce token overhead.

A toolset for AI agents to interact with Rust projects, enabling automated building, testing, linting, and dependency management through Cargo commands.

A specialized MCP server for Eraser.io that enables users to create, validate, and automatically fix architectural diagrams including flowcharts, sequence diagrams, and cloud infrastructure using DSL.

A crawler compliance risk assessor that evaluates websites for legal, ethical, and technical scraping risks by analyzing robots.txt, anti-crawling mechanisms, and sensitive data exposure.

Provides persistent context management for AI agents by storing and querying semantic information using Upstash Vector DB and Google AI embeddings. It enables semantic search, batch operations, and metadata filtering to help agents retrieve relevant stored knowledge.

A comprehensive MCP server for interacting with the Bitget cryptocurrency exchange, enabling AI assistants to perform market analysis, manage accounts, and execute spot and futures trades.

A comprehensive multimodal MCP server integrating Google's Gemini 3.0 and Veo 3.1 models for advanced image generation, editing, and cinematic text-to-video creation with native audio support.

A production-ready MCP server that enables seamless PromQL querying, range analysis, and metric discovery from Prometheus monitoring systems with support for enterprise-grade authentication.

A specialized MCP server providing tools for mathematical optimization through JijModeling and quantum computing support via Qiskit, featuring code validation and version migration assistance.

A comprehensive stock market data server powered by yfinance, offering intelligent symbol resolution, deep financial analysis, and professional chart generation specifically optimized for Indian and global markets.

Provides AI assistants with read-only access to inspect database schemas, preview data, and run safe queries across PostgreSQL, MySQL, MongoDB, and SQL Server. It enables AI tools to understand database structures and relationships automatically to generate more accurate code.

A specialized navigation and analysis suite for EVE Online that integrates the official ESI API, Static Data Export (SDE), and EVE-KILL data for route calculation and system intelligence.