Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

One-click data collection, providing stable and efficient global proxy IP. Apply for a free trial and enjoy 30% discount: THOR66

Put performance and error data directly in the hands of your AI assistant.

Provides access to an FTP server for file operations.

Semantic search for Fuel Network and Sway Language documentation using a local vector database.

Fulcra Context MCP server for accessing your personal health, workouts, sleep, location, and more, all privately. Built around Context by Fulcra.

An MCP server for content summarization, supporting web scraping, file reading, and direct model calls.

Control Minecraft bots with AI integration. Requires a Java Edition Minecraft server.

A Python-based MCP server for data scientists to run Python code with a Claude client.

Interact with the Futarchy protocol on the Solana blockchain.

A server for interacting with the Futarchy protocol on the Solana blockchain.

A quantitative analysis platform for Futu Securities, offering intelligent caching, technical analysis, and pattern recognition.

An MCP server for the Fyers API v3, featuring automated OAuth authentication.

A Google search server using Playwright for parallel keyword searches.

An MCP server for the Gaggiuino open-source espresso machine, providing real-time local network access to machine status and shot data.

Integrates Galley's GraphQL API with MCP clients. It automatically introspects the GraphQL schema for seamless use with tools like Claude and VS Code.

Administer Google Workspace using the GAM command-line tool.

Generate 2D and 3D game assets using AI models hosted on Hugging Face Spaces.

A Model Context Protocol (MCP) server for tool integration, configured using a tools.yaml file.

Integrates with the Gamma API to generate presentations from prompts.

Provides geolocation and nearby POI (Point of Interest) information using the Gaode Map API.

Query Gaokao (Chinese college entrance exam) rankings within provinces based on score, year, and category.

Access Garmin Connect running data and training plan information.

Connects to Garmin Connect to expose your fitness and health data to MCP-compatible clients.

Create Garmin Connect workouts using natural language.

A gateway server that intelligently routes MCP requests to multiple backend servers based on external configuration.

A gateway server that intelligently routes MCP requests to multiple backend servers.

A server for managing gatherings and sharing expenses.

Access and manage Google Cloud Platform (GCP) services and resources.

Manage and interact with Google Cloud Platform (GCP) resources through an AI assistant.

Automate Google Cloud Platform infrastructure setup and GitHub repository configuration for cloud-native projects.

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.

An MCP server that enables LLM clients to interact with GDB for debugging and binary analysis.