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A FastMCP-based MCP server to provide LLMs context on Massachusetts Beaches and Beach Conditions.

Quantum Simulation MCP Server for AI Agents

A read-only MCP server that lets Unsloth Studio retrieve earlier local chat sessions from its SQLite database, providing tools to list, get, recall, and search sessions while excluding system messages and redacting sensitive patterns.

CiteAssist MCP server provides BibTeX-formatted citation data from CiteAs and Google Scholar, enhancing research workflows by integrating citation retrieval directly into applications. Developed by Nikolay Chikin, it offers two main tools: 'get_citeas_data' for retrieving citations from CiteAs using DOIs, URLs, or keywords, and 'get_scholar_data' for searching Google Scholar with customizable result limits. The server can be installed via Smithery or manually configured for Claude Desktop on macOS and Windows, making it ideal for researchers and writers who need to generate properly formatted citations without leaving their conversation interface.

This Project Coordinator MCP server by Pineapple provides AI agents with comprehensive Xcode and Swift project management capabilities, combining traditional project tracking with advanced analytics and security validation. Built with Swift and designed for macOS development workflows, it offers project lifecycle management including status tracking, task management, and technology stack detection, while providing analytics features like activity heat maps, technology trend analysis, project health scoring, and status duration tracking. The implementation includes robust security validation with configurable path restrictions, input sanitization, and injection attack prevention, plus maintains a knowledge base of Swift patterns, SwiftUI best practices, and Xcode troubleshooting guides, making it valuable for iOS/macOS developers who want AI-assisted project coordination with built-in security and comprehensive project insights.

in experiment

🚀 High-performance MCP (Model Context Protocol) server built with Fastify, TypeScript, and functional programming. Production-ready with authentication, metrics, and auto-discovery capabilities for AI agents and LLM applications.

PubMed MCP — wraps the NCBI E-utilities API (biomedical literature, free, no auth)

Convert images to desired formats or styles seamlessly. Enhance your applications with flexible image processing capabilities. Simplify image transformations through a standardized protocol interface.

Eino-MCP is a server that provides AI assistants with access to current time information across different timezones. Built using the Mark3Labs MCP-Go library, it exposes a simple tool that accepts a timezone parameter and returns the current time formatted for that location. The server supports both stdio and SSE transport protocols, making it flexible for different integration scenarios. The implementation is designed to work with Alibaba Cloud's Qwen2.5-32b model through the DashScope API compatibility layer, demonstrating how specialized time-related functionality can be exposed to large language models.

An MCP server that gives AI agents grounded access to US natural-hazard data — weather alerts, forecasts, earthquakes, and FEMA flood zones — from free, keyless US government APIs.

MCP server for jis: bilateral intent identity verification. Enables users to verify identities, request mutual consent, and send verified messages within the Intent-Centric Web ecosystem.

Enables querying FDA regulatory metadata for drugs, biologics, and medical devices through the openFDA API, including resolving application numbers and product names to authoritative regulatory details.

MCP server to query legal process information from Brazil's Tribunal Regional Federal da 1ª Região (TRF1), providing a read-only consultation tool using official sources.

An MCP server for AI agents that enables direct control of Blender — creating, modifying, inspecting, and rendering 3D scenes and models through natural language.

MCP server for consulting Brazilian state taxpayer registrations (Sintegra) using CPF/CNPJ, state registration, and UF. It provides read-only, pay-per-use access via hosted HTTP MCP, compatible with any MCP client.

Tarot card meanings for love, and answers to the most-asked love questions, in 22 languages.

MCP server for managing houseplants by recording waterings and observations, providing care reminders and diagnosis through natural language.

Enables querying country, state, and city data through the CountryStateCity API, accessible via natural language.

MDN HTTP Observatory — grade any website's HTTP security headers and get the specific fixes, from Mozilla's public scanner.