AI & ML

MCP (Model Context Protocol) Server. Bridges to the VirusTotal API for comprehensive threat intelligence, enabling security analysts to analyze file hashes, URLs, domains, and IP addresses with automatically fetched relationship data for complete security overviews.

Automatically enhances Claude Code with desktop notifications and contextual system sounds across macOS, Windows, and Linux. It intelligently maps operation events like successes, errors, and progress to native system alerts.

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.

Automatically generates structured agile backlogs with epics, features, and user stories from natural language descriptions, creating AI-optimized markdown files and directory structures.

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.

MCP (Model Context Protocol) Server. Fetches and indexes YouTube playlist transcripts for quick search through vector embeddings, enabling efficient content discovery without watching hours of video.

A comprehensive LinkedIn data mining server that integrates Google Search, Apollo.io, and Proxycurl to discover profiles, extract professional details, and enrich them with contact information using AI-powered query generation.

Automate cold email campaigns effortlessly with SmartLead MCP Server. Integrate with AI tools for streamlined communication. 🚀💻

MCP (Model Context Protocol) Server. Bridges to Payman AI's payment processing API, enabling creation of payees, search functionality, payment sending, and balance checking through natural language commands.

A local-first bookmark management engine that provides semantic search, rich metadata extraction, and AI-powered organization for MCP-enabled agents.

Enables users to manage Kaspa wallets, check balances, and send KAS tokens directly on the Kaspa blockDAG. It provides tools for transaction fee estimation and retrieving detailed transaction history across mainnet and testnet environments.

MCP (Model Context Protocol) Server. Provides a bridge to Tagesschau's news API for retrieving and analyzing German news articles across categories like domestic, foreign, economic and sports coverage

MCP (Model Context Protocol) Server. Bridges Figma documents with external tools through a WebSocket-based dual-architecture system providing node creation, styling, layout management, component handling, and design system automation with token-efficient search capabilities.

A comprehensive research toolkit that enables AI assistants to perform parallel Google searches, mine Reddit discussions, and scrape JavaScript-heavy websites to synthesize high-signal context with citations.

An MCP server that bridges text-only models to vision capabilities by relaying image analysis requests through Google Gemini and Alibaba Qwen CLI tools.

A robust Google Gemini integration that enables enterprise-grade text, image (Nano Banana), and video (Veo 3.1) generation through the Model Context Protocol.

A Model Context Protocol server that integrates the Valhalla routing engine with Claude Desktop to provide advanced OpenStreetMap-based navigation, routing, and travel-time isochrone capabilities.

A specialized MCP server for secure codebase analysis, enabling deep exploration of project structures, dependency trees, and file metadata within restricted directories.

A comprehensive MCP server suite for persistent memory management and project automation, featuring automated memory dumps, project state tracking, and n8n workflow integration.

A robust Spring Boot-based MCP server providing secure Jira integration and web search capabilities via OAuth2 JWT authentication. It serves as a foundation for building enterprise-grade MCP servers with Spring AI and advanced group-based authorization.

A Market Context Protocol server that tracks real-time and historical data for crypto-adjacent stocks like Coinbase and MicroStrategy using yfinance.

A robust news aggregation server that integrates five major news APIs with an automatic failover mechanism to ensure reliable access to global news articles.

MCP (Model Context Protocol) Server. Bridges to Typecast AI text-to-speech service, enabling high-quality voice synthesis with customizable emotional expression, volume, and playback speed for content creation and interactive voice applications.

MCP (Model Context Protocol) Server. Provides a lightweight blockchain interaction toolkit for Hedera network operations, enabling developers to create wallets, check balances, build transactions, and send signed transactions with minimal overhead.

A multi-framework MCP server that optimizes AI-assisted CSS development by using semantic class patterns instead of long utility strings, resulting in up to 77% token savings.

A Model Context Protocol server that allows LLMs to query and analyze ActivityWatch time tracking data, manage activity categories, and perform smart time-period based analysis of window and web activity.

Jane is a high-performance knowledge management MCP server that uses SQLite FTS5 to transform team documentation and project specifications into a searchable database for AI assistants.

A Java MCP server that integrates with the Eclipse JDT Language Server (JDTLS) to provide advanced IDE features like symbol search, go-to-definition, and reference finding for Java projects.