Discover Awesome MCP Servers

PlanningCopilot

A tool-augmented LLM system for the full PDDL planning pipeline, improving reliability without domain-specific training.

MCP Learning Demo

A hands-on demonstration project that teaches the Model Context Protocol (MCP) through Python code, allowing users to understand how AI models interact with their context through a provider-agent architecture.

Analytics MCP

Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQuery) data sources with built-in guardrails and automated workflows for financial and web performance insights.

Kiln

Open-source MCP server that lets AI agents control 3D printers. 353 tools for OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo — search model marketplaces, generate 3D models from text, slice STL files, queue prints, monitor with camera vision, and manage multi-printer fleets. Install via pip install kiln3d.

Notion Page Viewer

Enables viewing and browsing Notion page content through a web interface with multiple display modes, supporting various block types including text, images, toggles, and child pages.

Frank Goortani CV MCP Server

This is an MCP Server that provides static answers about Frank Goortani's CV

engram-mcp

Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama embeddings with keyword fallback. Tools: remember, recall, history, forget, stats.

File Organizer MCP

An intelligent MCP server that analyzes folder contents to automatically categorize files and suggest meaningful naming conventions based on file types and content. It enables users to organize messy directories into structured topic-based folders through automated analysis, renaming, and file movement tools.

Remote MCP Server

A serverless solution for deploying authentication-free Model Context Protocol (MCP) servers on Cloudflare Workers, allowing users to create custom AI tools that can be accessed from Cloudflare AI Playground or Claude Desktop.

Snowflake Cortex MCP Server

Enables users to query both structured and unstructured data in Snowflake using Cortex AI features including Cortex Search for RAG applications, Cortex Analyst for semantic modeling, and Cortex Agent for agentic orchestration across data types.

NL Supermarkt MCP Server

Enables users to compare prices, track budgets, and find promotional deals across major Dutch supermarkets and drugstores. It supports automated shopping list optimization, meal planning, and price history alerts for stores like Albert Heijn, Jumbo, and Kruidvat.

Huly MCP Server

Enables interaction with Huly workspaces via WebSocket API to manage projects and issues with correct field mapping. It allows users to create and list issues while automatically resolving project-specific task type IDs for accurate data synchronization.

E-commerce MCP Server

A Model Context Protocol server that provides real-time access to MongoDB product data, enabling sophisticated e-commerce queries with price range filters, category searching, and product recommendations through a conversational interface.

Supabase MCP Server

Enables secure interaction with Supabase databases via the PostgREST API, supporting full CRUD operations and stored procedure calls. It utilizes the Dedalus MCP framework to provide encrypted credential handling and just-in-time token exchange.

api-test-mcp

api-test-mcp

Sitecore MCP Server

Enables AI assistants to interact with Sitecore CMS through GraphQL API, providing item operations, version control, navigation, and content management capabilities. Supports natural language commands and slash command menu interface for querying Sitecore items, templates, and hierarchies.

MCP Chat Support System

A comprehensive customer support platform featuring real-time messaging, knowledge base management, and a multi-tenant architecture with both React frontend and Node.js backend.

MCP Public APIs

An MCP server that indexes the public-apis catalogue, allowing LLMs to search and filter over 1,400 public APIs by category, authentication type, and technical requirements. It facilitates precise API discovery for developers by providing tools to query specific features like HTTPS support and CORS compatibility.

Amadeus MCP Server

Enables flight search capabilities through the Amadeus Flight Offers Search API, allowing users to search for flights between locations with specified dates using natural language queries.

Cisco Catalyst Center MCP Server

A server that wraps Cisco Catalyst Center APIs into tools accessible via the Model Context Protocol, allowing AI agents to discover and execute network management operations.

Local DevOps MCP Server

Enables Docker container management through natural language conversations, including deployment, health monitoring, dependency resolution, auto-redeployment on file changes, and environment snapshots.

Doubao Image MCP Server

An MCP server that generates high-quality images through Volcano Engine's Doubao model, supporting bilingual prompts, multiple resolutions, and parameter controls like seed and guidance scale.

Perplexity MCP Server

Facilitates web search capabilities using Perplexity's API, allowing users to retrieve search results through Claude's interface.

Uazapi WhatsApp MCP Server

Enables interaction with WhatsApp through the Uazapi API, allowing users to send text and media messages, manage contacts, and list conversations through natural language.

DARPEngine

Stores metadata for MCP servers and provides smart search capabilities, allowing users to find appropriate MCP servers for their queries and route requests to the most suitable server.

🔒 MCP Server Authentication Reference Collection

🔒 Reference MCP servers that demo how authentication works with the current Model Context Protocol spec.

LaunchFrame MCP

Provides AI agents with architectural knowledge and scaffolding tools for LaunchFrame projects, covering patterns for authentication, queues, webhooks, and module structures. It enables agents to retrieve project-specific implementation details and generate code snippets on demand to maintain consistency.

NLSQL MCP Server

A Node.js package that provides a Model Context Protocol server for converting natural language questions into SQL queries using AI-powered multi-agent systems.

tok_mcp

A specialized architecture design MCP server that enables AI-assisted developers to plan optimal system structures through interactive consultations. It generates structured ARCHITECTURE.md and .ai-context.yaml files to guide AI coding tools in building scalable and cost-effective infrastructure.