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An MCP server that provides cryptocurrency project data to AI agents

A self-hosted MCP server that gives AI agents deep internet research capabilities — no API keys required, powered by SearxNG, Playwright, and Docker.

A crypto data gateway for AI assistants, providing real-time newsflashes, articles, on-chain metrics, ETF flows, stablecoin data, macro indicators, and derivatives market data via the BlockBeats Pro API.

Read-only MCP server for the Elorus invoicing platform, enabling natural language queries about invoices, contacts, expenses, payments, and products.

The Kafka MCP Ticker Analyst solves the challenge of providing LLMs with real-time, streaming information.

Enables querying crystallographic data from the Crystallography Open Database (COD) via natural language or direct tool calls, allowing AI agents to retrieve and analyze crystal structure information.

提供19个中国A股、基金、宏观经济及市场行情数据工具，支持AI客户端实时查询。

Enables querying Statistics Netherlands (CBS) data, including metadata for tables like '37296eng', through an MCP interface.

Enables querying metadata from MyVariant.info, a comprehensive variant annotation database, providing dataset statistics, source information, and build versions.

Enables querying Japanese national laws and ordinances via the e-Gov Law API, allowing AI agents to access legal data through natural language questions.

Enables AI-driven control of MADRIX LED lighting software, providing over 100 tools for storage, layer, cue list, timeline, audio, output, and color management via the MADRIX Remote HTTP interface.

A modular, extensible FastAPI-based platform that aggregates multiple AI tools and microservices into a unified interface with standardized I/O formats, perfect for frontend integration or LLM system orchestration.

Provides two MCP tools for querying a synthetic marketing SQLite database and running agent evaluation cases, with read-only SQL guarding and deterministic planning. The server communicates over stdio and supports initialization handshake and tool listing.

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.