Discover Awesome MCP Servers

AlphaGenome MCP Server

Enables AI-powered genomic variant analysis including variant impact prediction, regulatory element discovery, and batch variant scoring. Currently operates in mock mode as a proof-of-concept awaiting the public release of Google DeepMind's AlphaGenome API.

MCP-123

A minimal Python package for easily setting up and running MCP servers and clients, allowing functions to be automatically exposed as tools that LLMs can use with just 2 lines of code.

Rust MCP Stdio Server Test

unofficial SDK for MCP servers in Rust

pgtuner_mcp

provides AI-powered PostgreSQL performance tuning capabilities.

MCP Dataverse Server

Enables CRUD operations and schema exploration on Microsoft Dataverse databases using service principal authentication. It allows users to query records with OData filters, manage table entries, and retrieve metadata through a standardized MCP interface.

Midjourney Best Experience MCP Server

An MCP server that provides access to the Midjourney Best Experience API for generating and manipulating images. It enables users to execute prompts and perform actions like upscaling, variations, and zooming directly within MCP-compatible applications.

MCP Database Server

Mirror of

Travel MCP Server

A Model Context Protocol server that enables flight searching, booking, and payment processing. It also provides access to resources like user profiles, pricing rules, and company travel policies.

MLX Whisper MCP Server

Local MCP server for MLX Whisper transcription

FastMCP Server Template

A production-ready MCP server template that enables developers to quickly build and deploy MCP servers with dynamic tool/resource loading, YAML-based prompts, and seamless OpenShift deployment. Supports both local development with hot-reload and production HTTP deployment with optional JWT authentication.

Shopify MCP Server

Enables management of Shopify orders through the Admin REST API, allowing users to create new orders and retrieve order status details. It supports both local and remote access via SSE and STDIO transports for integration with MCP clients like Claude Desktop.

GCP Sales Analytics MCP Server

Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public datasets through an AI agent that automatically routes questions to the appropriate data source for sales and e-commerce analytics.

commercetools Commerce MCP

Enables AI agents to interact with commercetools APIs to manage products, categories, orders, carts, and customer data. It provides a comprehensive set of tools for both read-only and full-access operations through secure authentication methods.

trash-cleaner-mcp-server

A desktop MCP service that scans for and removes junk files to keep your system clean and optimized.

mcp-edit-math

Architectural Gatekeeper for AI coding. Prevents "tunnel vision" bugs by forcing the AI to verify dependencies (via AST parsing) before editing files. Supports JavaScript & TypeScript. Blocks unsafe edits until the AI proves it understands the impact

Unifi MCP Server

An MCP Server for interacting with Unifi networks.

Memory MCP

An MCP server that provides AI assistants with persistent, semantic memory using Turso for storage and OpenAI for vector search. It enables natural language operations to store, retrieve, and refine information with automatic duplicate detection and quality validation.

NodeJS API Docs MCP Server

An MCP Server for Node.js API documentation

npm-run-mcp-server

Exposes your project's package.json scripts as MCP tools, allowing AI assistants to discover and execute npm/yarn/pnpm/bun scripts directly. Automatically detects your package manager and enables running scripts with optional arguments through natural language commands.

VSGuard MCP

Provides real-time OWASP ASVS security guidance and vulnerability scanning for AI coding agents. Enables proactive security during code generation by checking security requirements, scanning code for vulnerabilities, and suggesting secure code fixes.

Spraay x402 MCP Server

Connects AI agents to the Base network for onchain data, batch USDC payments, and access to over 200 AI models. It utilizes the x402 protocol to enable pay-per-request functionality using USDC without requiring traditional API keys or accounts.

Sprite MCP Server

Enables management of Sprite VMs through interactive dashboards and terminal interfaces. It allows users to execute commands, create filesystem snapshots, transfer files, and manage VM lifecycles via natural language.

Facebook Ads MCP Server by CData

Facebook Ads MCP Server by CData

MCP SBOM Server

A Model Context Protocol server that performs Trivy scans to generate Software Bill of Materials (SBOM) in CycloneDX format.

Tulip MCP Server

Enables LLMs to interact with the Tulip manufacturing platform, providing access to tables, records, machines, stations, interfaces, users, and other manufacturing operations through the Tulip API.

Isaac Sim MCP Extension and MCP Server

Isaac Simulation MCP Extension and Server

Slack Notifications MCP Server

Enables interaction with Slack channels including checking Xcode Cloud build status, reading and searching messages, sending messages, and listing channels.