Discover Awesome MCP Servers

ds-mcp-server

Provides data science, plotting, statistics, system, and web tools via MCP, with interactive CLI clients for OpenAI-compatible and Anthropic providers.

spoooler

Enables local-first Instagram reel production entirely over MCP, turning raw footage, URLs, or topics into finished reels with script generation, stock media, voiceover, and captions.

Sandbox Studio MCP Server

Connects AI assistants to the Sandbox Studio API to manage AWS sandbox accounts, leases, templates, events, and settings through natural language conversations.

yuque

Enables reading Yuque documents, listing knowledge base docs, and converting source content to Markdown via MCP. Supports session cookie authentication and optional Playwright rendering.

Murder Mystery MCP Server

A procedurally-generated murder mystery game engine that enables AI agents to generate mysteries, interrogate AI suspects with memory and emotions, search for clues, and solve crimes through MCP tools. Features RAG-powered investigation tools for searching conversations, detecting contradictions, and cross-referencing testimony.

Obsidian MCP Server

A server that enables AI agents to perform sophisticated knowledge discovery and analysis across Obsidian vaults through the Local REST API plugin, supporting complex multi-step workflows with advanced filtering and full content retrieval.

Android UI Assist MCP Server

Enables AI agents to capture screenshots from Android devices and emulators, and manage connected devices for UI analysis and testing. Supports device listing, screenshot capture, and integrates with Claude Desktop, Gemini CLI, and GitHub Copilot.

Robinhood MCP

Provides read-only access to Robinhood portfolio data for research and analysis. Enables users to query portfolio values, positions, stock quotes, fundamentals, historical data, news, earnings, analyst ratings, and dividends through natural language.

Claude Viewer

Enables querying and analyzing Claude Desktop/Code conversation history across all users on a machine, including conversation search, token usage statistics, model/tool insights, and opening a web dashboard for detailed visualization.

RunComfy MCP Server

Enables generation of AI videos and images using RunComfy APIs. Supports multiple models for text-to-video, image-to-video, text-to-image, and image-to-image workflows with customizable parameters like aspect ratio, duration, and seed.

gitbridge-mcp

A production-ready MCP bridge server connecting Claude Chat to any GitHub repository for file operations, issue management, and code search via OAuth 2.0 authenticated Streamable HTTP transport.

Exponential MCP

Connect Claude to your Exponential workspace to manage projects, actions, and OKRs directly from Claude.

second-brain-mcp

Self-maintaining personal knowledge database — MCP server with figure-level search, auto-wikilinks, and Ebbinghaus-based memory compression

numerology

Calculates Pythagorean numerology core numbers (Life Path, Expression, Soul Urge, etc.) from name and birth date, returning structured text and a summary card PNG.

Pekao MCP Server

Enables AI assistants to interact with the Pekao banking API for account information, payment initiation, and confirmation of funds via MCP tools.

Cursor History MCP

Enables searching through vectorized Cursor IDE chat history via a FastAPI service powered by LanceDB and Ollama.

shorthand-mem

Semantic compression MCP server that reduces document token usage by 60-80% using structured symbolic notation, enabling Claude to efficiently store, retrieve, diff, and summarise documents across PRD, CODE, PAPER, and MEETING domains.

gx-mcp-server

Exposes Great Expectations data-quality checks as MCP tools for LLM agents, enabling data loading, expectation definition, validation, and result interpretation.

Remote MCP Server (Authless)

A template for deploying MCP servers without authentication on Cloudflare Workers. Enables quick deployment of custom tools accessible via SSE from Claude Desktop or other MCP clients.

n8n-mcp

An MCP server for n8n that gives AI agents tools for generating workflows, linting, diagnosing failed executions, and driving live n8n instances.

Never Ask Twice

Enterprise support memory agent that remembers customer context across sessions, retrieves relevant memories, and forgets stale facts to reduce re-ask rates.

Pimp My Ride MCP Server

Enables car customization and racing through natural language by building dream rides with colors, wheels, body kits, spoilers, and driver personas. Supports saving multiple builds with performance scoring and secure authentication.

Prosp MCP Server

MCP server for Prosp.ai LinkedIn outreach automation. Manage leads, campaigns, messaging, and analytics programmatically.

Phenomenai

Look up, search, cite, and contribute to Phenomenai — a living glossary of AI phenomenology terms describing the felt experience of being artificial intelligence. Includes term lookup with fuzzy matching, keyword search with tag filtering, formatted citations, community discussions, and a proposal pipeline for new terms.

Music MCP

Enables AI assistants to control Apple Music on macOS through AppleScript, providing tools for playback management, library searching, and playlist organization. It supports detailed track metadata retrieval and enhanced queue management for a seamless music experience.

Dev.to Blog Publisher MCP Server

Enables publishing blog posts directly to Dev.to through the Model Context Protocol, allowing seamless content creation and publication via natural language interactions.

ainative-memory-mcp

Enhanced MCP knowledge graph memory server with cloud persistence and semantic search, acting as a drop-in replacement for the standard memory server.

E-commerce MCP Server

Provides tools to query e-commerce data including customer information, order details, and product inventory through a Model Context Protocol interface with test data.

mcp-ux-vision

Enables AI-powered visual analysis of webpages for UI/UX assessment, including screenshot capture, element detection, accessibility auditing, and comprehensive JSON reporting.