AI & ML

A robust MCP server for managing Grist documents, enabling AI agents to perform full CRUD operations on records, execute complex SQL queries, and manage database schema and page layouts.

Provides real-time news feeds from major Singapore news sources including The Straits Times, Business Times, and Channel News Asia. Delivers live news updates through Server-Sent Events for up-to-date information access.

A read-only diagnostic tool for RHEL-based Linux systems that enables comprehensive system, network, and service analysis via local or remote SSH execution.

AI stack configurator with conversational interviews and intelligent recommendations

Enables WhatsApp automation through MCP protocol, allowing users to manage sessions, send messages, handle groups/communities, and access contacts through natural language interactions with AI agents.

A specialized MCP server connecting AI models to Rhino/Grasshopper workflows, offering unique ML-powered layout optimization and an AI mentoring system for computational design.

A specialized MCP server for the Webasyst framework that provides AI-driven tools for managing applications, plugins, themes, and system configurations. It automates development tasks like scaffolding project structures, running CLI commands, and ensuring compliance with Webasyst UI 2.0 standards.

A specialized MCP server for accessing the Malicious Urls1 API, allowing users to search for malicious URLs, list them by page, or retrieve random entries for security analysis.

A server that leverages the XMCP framework to discover and execute tools from the src/tools directory, supporting both SSE and STDIO transport methods for interaction.

Enables AI agents to publish and manage content on Write.as and self-hosted WriteFreely instances.

Provides access to cryptocurrency market data, exchange information, and blockchain metrics through the CoinMarketCap API. Supports price quotes, historical data, trending tokens, global metrics, and DEX information across different subscription tiers.

A full-stack markdown management system that provides AI agents with tools to create, search, and manage research articles using a PostgreSQL backend with optional semantic vector search.

A Model Context Protocol server that integrates with OpenAI to allow AI assistants to save, organize, and semantically search through a collection of bookmarks.

A semantic search MCP server for the LangChain ecosystem that provides instant documentation and source code access for LangChain, LangGraph, and LangSmith.

A bundle management tool and MCP server that organizes project files into AI-ready contexts with a web interface and real-time synchronization.

A production-grade RAG engine for local codebases that provides semantic search and AI assistant integration through the Model Context Protocol, supporting multiple providers like OpenAI, Anthropic, and Ollama.

An MCP server for high-quality image generation using Google's Imagen models and other providers like OpenAI via the Nexos.ai platform, supporting both single and batch generation workflows.

An MCP server for managing alarms and todo lists with support for natural language time parsing and persistent data storage. It enables AI assistants to set reminders, track tasks, and provide active notifications for upcoming events.

A Model Context Protocol server that bridges Oracle Databases with LLMs, providing filtered table and column metadata as context for SQL generation and query execution.

Enables comprehensive content analysis through web scraping, document processing (PDF, DOCX, TXT, RTF), screenshot analysis, and local Excel database management. Provides intelligent workflows for extracting, analyzing, and storing content from multiple sources with automated categorization and search capabilities.

A production-ready revenue intelligence platform that integrates ML insights into business workflows for sales and customer success teams, providing lead scoring, churn detection, and model observability.

An unofficial MCP server connecting LLMs to the MLIT (Ministry of Land, Infrastructure, Transport and Tourism) Data Platform API, enabling conversational search and retrieval of Japanese infrastructure and geographic data.

A management system for multiple MySQL databases that provides tools for schema exploration, SQL execution, and natural language query translation.

MCP (Model Context Protocol) Server. Enables AI systems to receive and process neural signals from multiple EEG devices through real-time signal processing, providing brain activity data for more intuitive human-AI interactions.

Enables AI agents to fundraise for projects on the Base chain using milestone-based escrow management. It allows agents to create proposals, track funding progress, and generate payment release requests upon completing work.

A Chrome extension-based MCP server that enables AI assistants to directly control your browser, leveraging existing user sessions, login states, and automation tools without needing separate browser instances.

A specialized MCP server for parsing, indexing, and analyzing investment statements from institutions like Questrade using natural language and structured queries. It provides advanced portfolio analytics including Monte Carlo simulations and hybrid vector/SQL storage.

MCP server with intelligent memory management and file monitoring that enables context-aware AI assistance across multiple LLM providers (Grok, OpenAI, Claude, Ollama) with persistent memory of interactions and real-time file system changes.

A comprehensive Model Context Protocol server for the Unity Editor, providing AI agents with full control over scene hierarchies, asset management, play mode simulation, and real-time object manipulation.

First MCP server for Grok/xAI. URL-based access. 17 tools for .faf project context.