Browse 27,455 community-built MCP servers
MCP (Model Context Protocol) Server. Provides secure code execution for Python, Go, and JavaScript through Docker containerization with network isolation, read-only filesystems, and resource limits for safely running user-provided code in sandboxed environments.
Agent synchronization MCP server for memory and context sharing
An MCP server that enables AI models to query FOFA, 360 Quake, and Hunter cyberspace mapping platforms for asset discovery and security research. It supports natural language parameter configuration and provides comprehensive search tools for retrieving IP, port, and domain data.
A service providing verifiable random numbers from the drand quicknet network, allowing AI models to retrieve randomness based on rounds or specific timestamps.
Enables LLM agents to play and survive in Minecraft by abstracting low-level tasks like pathfinding, building, and crafting into high-level transactional commands. It utilizes a "Helix" architecture to handle execution and coordinate math autonomously, allowing models to focus on strategy and high-level intent.
A specialized MCP server that provides LLMs with direct access to French national geographic data (IGN Géoplateforme), enabling accurate geocoding, altitude lookups, cadastral analysis, and WFS vector data exploration.
A comprehensive MCP server providing real-time access to 40+ NHL API endpoints including live scores, player statistics, team standings, and play-by-play game data.
A specialized MCP server for pixel-level image comparison using Pixelmatch, enabling precise visual regression testing, design review, and cross-browser consistency checks.
MCP (Model Context Protocol) Server. Provides a bridge to the GitLab API, enabling developers to interact with repositories through standardized tools for project listing, merge request management, file retrieval, pipeline analysis, and user event exploration.
A specialized Knowledge Graph MCP server using Kuzu database to analyze codebases, manage technical debt, and provide deep support for Arduino/embedded hardware optimization and pin validation.
A proxy bridge that connects Ethereum JSON-RPC/Geth endpoints to MCP, offering schema-validated blockchain queries, admin diagnostics, and safe transaction execution with friendly aliases.
A comprehensive research and search suite aggregating academic databases, developer resources, financial market data, and privacy-focused search engines into a single MCP server. It includes advanced features like intelligent multi-step research, web crawling, and PDF analysis to provide a robust free alternative to paid search APIs.
An MCP server that enables terminal shell execution and containerized environment management, supporting local access via Ngrok and Docker-hosted Ubuntu containers.
- Python MCP server for OCI infrastructure (Compute, Autonomous Database, Object Storage). Read-heavy by default with safe instance actions (start/stop/reset). Includes Claude Desktop config and `.env` compartment scoping.
A Python validation server that combines Pyrefly's high-speed type checking with a gamified reward system designed to motivate LLMs to fix code errors through psychological reinforcement.
A robust LaTeX document generation server that provides compilation via multiple engines, a template management system, and parameterized snippet rendering within a secure, containerized environment.
MCP (Model Context Protocol) Server. Enables natural language querying of Microsoft SQL Server databases by translating conversational input into SQL and interpreting results for database administrators and analysts
MCP (Model Context Protocol) Server. Provides health monitoring and troubleshooting tools for EMQX MQTT broker clusters, enabling cluster status checks, connector management, authentication source inspection, and network connectivity testing across distributed nodes.
MCP (Model Context Protocol) Server. Generates random UUID v4 strings on demand through a lightweight FastMCP server implementation.
Twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API keys.
MCP server and plugin for Roblox Studio — control scripts, terrain, assets, and lighting with Claude Code, Cursor, Codex, and Gemini.
A demonstration MCP server using FastMCP and LangChain to fetch and analyze stock market data via the YFinance library for AI agents.
A remote access system using reverse SSH tunnels that allows AI agents like Claude to manage, explore, and execute commands on machines behind firewalls or NAT.
A DuckDB-powered MCP server that enables fast local analysis of CSV, JSON, and Parquet files through direct SQL execution and automated table management.
An MCP server that enables AI to capture highly customizable website screenshots using the ScreenshotOne API, featuring ad-blocking, element selection, and Cloudflare CDN integration.
MCP (Model Context Protocol) Server. Bridges AWS CLI with natural language interaction, enabling direct execution of AWS commands for resource management without leaving your conversation interface.
MCP (Model Context Protocol) Server. Manages Twilio resources through asynchronous API interactions, enabling efficient concurrent operations for subaccounts, phone numbers, addresses, and regulatory bundles with features like resource transfers and duplication.
MCP (Model Context Protocol) Server. Enables Claude to control web browsers through Playwright for automated navigation, form filling, and element interaction while maintaining persistent sessions and supporting manual intervention for sensitive tasks.
MCP (Model Context Protocol) Server. Decodes Stellar blockchain data by converting complex XDR format to human-readable JSON, enabling analysis of transactions and contract events without manual binary decoding
A classification-based persistent memory system that allows AI models to store, categorize, and retrieve information across different chat sessions using a standardized API.