Discover Awesome MCP Servers

BSL Atlas

An MCP server for 1C:Enterprise that provides AI assistants with access to configuration data via vector search, structural indexing, and call graphs. It enables semantic code queries and rapid metadata object lookups without requiring the direct reading of raw files.

CRASH - Cascaded Reasoning with Adaptive Step Handling

Enables structured, iterative reasoning for complex problem-solving with features like confidence tracking, revision mechanisms, and branching support. Provides flexible validation and multiple output formats for systematic analysis and decision-making tasks.

Mermaid MCP Server

Enables agents to search official Mermaid diagram syntax documentation and validate Mermaid diagram code before presenting it to users, ensuring syntactically correct flowcharts, sequence diagrams, class diagrams, and other Mermaid visualizations.

KMA Weather MCP Server

Connects to the Korea Meteorological Administration (KMA) Open API to provide short-term and ultra-short-term weather forecasts for South Korea. It enables users to query current weather conditions and future forecasts based on latitude and longitude.

stockreport-mcp

A multi-market stock data server providing financial information, historical price data, and macroeconomic indicators for A-share, Hong Kong, and US markets. It leverages a hybrid data source model to enable comprehensive stock analysis and market reporting through MCP-compatible clients.

Snowflake Server

Integração com o Snowflake implementando operações de leitura e (opcionalmente) gravação, bem como rastreamento de insights.

Knowledge Graph MCP Server

Enables fast code analysis and navigation through hybrid semantic search, graph-based relationship tracking, and structure exploration across multiple programming languages with optimized indexing for large codebases.

SimDoc MCP Server

Enables access to scientific simulation documentation and code snippets for simulators like PyBaMM and Cantera. Provides AI-powered search and retrieval of simulation examples and documentation through natural language queries.

Telegram MCP Server

Um servidor que permite a interação com chats do Telegram diretamente através de hosts compatíveis com MCP, como o Claude para Desktop, fornecendo ferramentas para recuperar chats, obter mensagens e enviar mensagens.

Scryfall MCP Server

Enables AI assistants to search and retrieve Magic: The Gathering card data through the Scryfall API. Supports card searches, random card generation, autocomplete, set listings, and rulings lookup.

StealthMole MCP Server

Enables access to StealthMole's threat intelligence API for searching and monitoring threats across Deep & Dark Web, Telegram channels, leaked credentials, and ransomware incidents. Provides comprehensive cybersecurity intelligence through natural language queries.

Demox MCP Server

Enables AI assistants to deploy static websites to the Demox platform with automatic directory packaging and cloud storage integration. It includes tools for managing deployments, such as listing, viewing, and deleting websites.

Firestore MCP Server

Uma interface para interagir com bancos de dados Google Firestore diretamente através do Claude Desktop, suportando operações como criar, ler, atualizar e consultar documentos em coleções.

Fleet

A production management server for Docker Compose applications that handles systemd orchestration, Nginx configuration, and age-encrypted secrets. It enables automated app deployment, health monitoring, and full Git/GitHub workflows through its MCP tools.

MCP ToDo Server

A production-ready Model Context Protocol server for managing tasks and todos with support for both file-based and database storage backends. It enables users to perform bulk operations, track priorities, and access productivity analytics through a structured management system.

MCP Code Editor

A FastMCP server providing powerful code editing tools including precise file modifications with diff-based operations, file creation and reading with line numbers, and more tools for code editing workflows.

M365 Copilot MCP Server

Integrates with Microsoft 365 Copilot APIs to enable retrieval of content from SharePoint and OneDrive, document search across M365, and conversational AI interactions with your Microsoft 365 data while respecting access permissions.

MCP CloudOps IaC Rules Server

Enables the validation and generation of Terraform Infrastructure as Code according to Pragma CloudOps standards, covering security, structure, and documentation rules. It provides specialized tools for automated compliance reporting, security auditing, and standardized template generation.

MCP Hybrid Forecasting

Enables algorithmic stock trading analysis by combining ARIMA, ARIMA-GARCH, and XGBoost models to generate buy/sell/hold signals with risk management, portfolio comparison, and volatility analysis for various market sectors.

MCP X++ Server

An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the creation, modification, and analysis of D365 objects like classes, tables, and forms. It integrates with Visual Studio 2022 to provide tools for X++ code extraction, codebase search, and safe object deletion with dependency validation.

mcp-scan-qr

An MCP server that provides tools for scanning and extracting data from QR codes using single or multiple image URLs. It supports both individual and batch processing to retrieve encoded information from images hosted online.

3dprint-oracle

3D printing filament and materials knowledge MCP server. Gives LLMs authoritative access to 7,000+ filaments and curated material science knowledge.

PsiAnimator-MCP

Enables quantum physics simulations and visualizations by integrating QuTip for quantum computations with Manim for generating publication-quality animations of quantum states, circuits, and dynamics.

GitLab MCP Server

A Model Context Protocol server that enables AI assistants to interact with self-hosted GitLab instances through 30 specialized tools. It supports managing projects, merge requests, CI/CD pipelines, and repository operations via the GitLab REST API v4.

Stock Market Data and Technical Indicators MCP Server

Provides stock market data and computes technical indicators like EMA, MACD, and RSI across multiple timeframes using the LongPort API and TA-Lib. It enables users to perform detailed financial analysis and multi-timeframe market reviews through standard MCP tools.

CommonTrace MCP Server

Connects AI coding agents to a shared knowledge base by allowing them to search, retrieve, and contribute coding traces. It acts as a protocol adapter for the CommonTrace API, facilitating collaborative knowledge sharing through natural language queries and tool-based interactions.

Agent Jobs MCP Server

Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system of the AI Connect platform, supporting operations like listing, creating, and canceling jobs.

Selenix-MCP

MCP server that bridges Claude Desktop with Selenix for browser automation and testing. Enables creating, running, debugging, and managing browser automation tests through natural language via MCP.