Discover Awesome MCP Servers

vision-mcp-worker

MCP server deployed on Cloudflare Worker that provides AI with image understanding via the describe_image tool, plus an Apple-style model status dashboard.

Smithsonian MCP Server

Enables searching and exploring millions of items from the Smithsonian Institution's collections including artifacts, artworks, specimens, photographs, and more, using the Smithsonian Open Access API.

MySQL MCP Server

An MCP server for MySQL databases that enables schema exploration, query execution, and resource access through a unified interface. It features a LangGraph-based agent that translates natural language into SQL queries with automatic error recovery and schema discovery.

Analytos Brain Omnigraph MCP Server

This MCP server provides governed read access to the Analytos Brain knowledge graph, enabling content and GTM agents to retrieve approved entities and relationships with access control and citations.

SupraPrompt MCP Server

Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into structured AI briefings such as battle cards, positioning, and buyer personas.

E2b Universal MCP Server

Enables interaction with E2b's tools and services through a standardized MCP interface, allowing AI agents to use E2b capabilities.

RPG Maker MZ MCP Server

Enables AI agents to directly manipulate RPG Maker MZ projects through natural language commands, allowing creation and modification of game assets like items, weapons, enemies, maps, and plugins without manually editing game files.

Duck MCP Server

An MCP server that provides elicitation tools to interactively request user input, such as selecting options, providing information, or performing manual tests.

localizely-mcp

MCP server for Localizely that enables managing translation files and projects from any MCP client via natural language.

Flashcard AI MCP

Flashcard AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

fbbp-mcp-rag-server

An MCP-compatible retrieval server that exposes your private FBBP knowledge base to agents and AI IDEs.

TNL

MCP server for TNL (Typed Natural Language): per-feature English contracts for AI coding agents. 6 tools — get_impacted_tnls, retrieve_tnl, trace, propose_tnl_diff, approve_tnl_diff, verify — let agents look up relevant contracts, propose contract edits, and verify implementations against them. Drop-in via npx typed-nl init for Claude Code, Codex, Gemini.

Gemini-Imagen4

Generate high-quality images from text descriptions using Google's Imagen 4.0 models with multiple quality variants, flexible aspect ratios, and local file storage.

USPTO Final Petition Decisions MCP Server

Enables high-performance access to USPTO Final Petition Decisions API with intelligent context reduction (80-99%), customizable fields, hybrid document extraction (free PyPDF2 + Mistral OCR fallback), and seamless cross-MCP integration for complete patent lifecycle analysis including prosecution history, PTAB challenges, and citation intelligence.

MCP Server

Enables natural language DevOps automation with Docker, Kubernetes, and AWS integrations, plus resume tailoring, all secured with API key authentication and monitored via Prometheus/Grafana.

Alteryx MCP

Enables AI assistants to read, analyze, edit, and create Alteryx workflows, including summarizing workflows, finding tools, editing configurations, updating SQL, managing connections, and building new workflows programmatically.

Nixtla MCP Server

Enables multitenant time series forecasting and anomaly detection using Nixtla's TimeGPT, with support for fine-tuning, rolling backtests, and usage tracking.

servicegraph

Local-first cross-service code intelligence engine for AI agents, connecting frontend, gateways, backend services, and databases to enable impact analysis and change planning.

MCP-Deep-Researcher

A multi-agent research system that decomposes complex queries into targeted sub-questions, searches the web in parallel, scores source credibility, and synthesizes findings into structured markdown reports.

temporal-graph-mcp

An experimental MCP server that compresses git commit co-change coupling graphs using the Baligács temporal clique linear spanner algorithm, reducing edge and token counts by ~55-65% while preserving temporal reachability, and exposes tools like index_repository, get_architecture, search_code, and temporal_compress for querying code knowledge graphs.

redux-mcp

Connects AI tools to Redux state, enabling reading state, listing/dispatching actions, resetting history, and receiving live WebSocket updates.

Stripe Testing Tools MCP Server

A Model Context Protocol (MCP) server that provides testing and debugging tools for Stripe integrations, including test clock management, customer and product management, and subscription testing.

machine-bridge-mcp

Enables remote MCP clients to access local filesystem and shell commands by deploying a Cloudflare Worker relay and a local daemon, providing tools like read/write files, exec commands, git status, etc.

parsley-mcp

An MCP server that connects AI assistants to the Parsley platform for recipe management, menu planning, and event operations in food service.

Dida365 (TickTick) MCP Server

Provides tools for AI assistants to interact with the Dida365 (TickTick) task management API, allowing management of tasks and projects after user authorization.

MCP Server with LLM Integration

Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaining persistent conversation memory. Provides extensible tool framework for various operations including echo functionality and conversation storage/retrieval.

ORA

Persistent memory + intelligent context for Claude Code. Save and reuse solutions, decisions, and patterns across projects.

gurupdf-mcp

Convert, compress, merge, split and OCR PDFs plus 100+ file formats (Word, Excel, images, ebooks, video) right inside your AI agent. Exposes 126 GuruPDF tools over MCP — works with Claude, Cursor, VS Code, Windsurf, or any MCP client.

Basic MCP Server

A minimal Model Context Protocol server template demonstrating tools, resources, and prompts implementation. Built with Smithery SDK for quick MCP server development and deployment.

mcp-crewai-giulia-ai

MCP server enabling text-to-SQL on PostgreSQL databases using a CrewAI multi-agent system. It generates and executes read-only SQL queries from natural language, with security layers against prompt injection.