AI & ML

A comprehensive MCP server for interacting with USCardForum, enabling AI tools to discover topics, read posts, research user profiles, and perform authenticated actions like bookmarking.

MCP (Model Context Protocol) Server. Integrates with Linear's issue tracking system to enable searching, creating, and updating issues, managing comments, and retrieving team information directly through conversation interfaces.

A specialized MCP server for chemical informatics that validates SMILES strings and generates diverse molecular visualizations including 2D diagrams, network graphs, and interactive Plotly charts.

A template implementation of the Model Context Protocol server that integrates with Mem0 to provide AI agents with persistent memory capabilities for storing, retrieving, and searching memories using semantic search.

A specialized MCP server that bridges AI assistants to a Kali Linux environment, enabling automated security scanning, penetration testing, and real-time CTF challenge solving through explicit tool execution and persistent interactive shell sessions.

A specialized MCP server for Coreflux MQTT brokers that allows AI assistants to manage permission rules, routes, models, and actions, while also generating LOT code from natural language.

Enables AI assistants to securely connect to Snowflake data warehouses and execute SQL queries through natural language interactions. Supports multiple authentication methods and provides formatted query results with built-in security controls.

A comprehensive MCP server providing over 260 tools to automate GoHighLevel CRM operations, including contact management, messaging, pipelines, workflows, and e-commerce.

Enables semantic search over markdown files to find related notes by meaning rather than keywords, and automatically detect duplicate content before creating new notes.

A specialized MCP server that enables voice agents to perform real-time order tracking and retrieval from Supabase databases. It provides production-grade integration for ElevenLabs agents with built-in authentication and health monitoring.

An AI-optimized MCP server for macOS iMessage providing intent-aligned tools to search, read, and send messages with full contact name resolution and session grouping.

A specialized MCP server for agile development that orchestrates a team of AI agent personas (BA, PM, Spec Writer) across various LLM providers for collaborative decision-making and document generation.

A robust MCP server that bridges AI assistants with Home Assistant, allowing for real-time device control, state monitoring, and comprehensive automation management using natural language.

An MCP server for querying Uniswap pools/pairs by token address, delivering clean, structured results for easy integration and analysis.

Discovers connected blockchain addresses and domain names for Web3 identities across platforms like Ethereum, Farcaster, Lens, and ENS using next.id's relation server.

Enables AI-powered image and video analysis using Google Gemini and Vertex AI models. Supports analyzing single or multiple images, detecting objects with bounding boxes, and video content analysis through natural language prompts.

Connects Home Assistant media players to Cursor, enabling automated playback control based on agent activity to manage work-break cycles.

Enables users to perform security testing and penetration testing tasks through a Docker-based API that provides access to popular security tools like nmap, nikto, sqlmap, wpscan, dirb, and searchsploit. Designed for educational purposes with input sanitization and non-root execution for safer pentesting workflows.

An MCP server that provides access to the ICON MCP v104 API, enabling AI agents to interact with its endpoints using standardized tools and async processing.

A robust MCP server that integrates Claude.ai with the Papernote cloud system, providing comprehensive tools for note management, full-text manipulation, and research paper retrieval.

A professional-grade SVG graphics editor for Claude Code, featuring layer management, 2D/3D charts, AI design assistance, and image-to-vector tracing capabilities.

Persistent AI memory with hybrid search, entity resolution, and temporal decay.

An MCP server that provides powerful full-text search and retrieval capabilities for Apache Spark documentation, featuring SQLite FTS5 BM25 ranking and section-based filtering.

A multi-vendor database management MCP server that enables LLMs to query, migrate, and synchronize schemas across PostgreSQL, MySQL, Oracle, SQL Server, and SQLite while maintaining persistent documentation context.

AI agent hosting platform: 37+ connectors, 181 tools, BYOK vault, marketplace.

A comprehensive MCP server for Android development that enables AI assistants to build, test, and debug applications via Gradle, ADB, and advanced UI automation including accessibility tree analysis and OCR fallback.

A browser automation MCP server hosted on Vercel that allows AI agents to perform web interactions like clicking, typing, and screenshots with support for Basic authentication and persistent sessions.

A professional-grade MCP server for Microsoft Outlook that uses stateless OAuth2 to manage emails and calendars with agent-optimized tools and native Graph API quirk handling.

An AI-powered crypto trading server that provides technical analysis, sentiment tracking, and execution tools for decentralized and centralized markets.

A specialized MCP server for Windows that allows Claude Desktop to control Blender 5.0.1, enabling 3D object creation, Python scripting, and scene rendering through natural language.