Discover Awesome MCP Servers

dataflowr

Enables AI agents to browse and teach the Deep Learning DIY course, providing access to modules, notebooks, transcripts, quizzes, slides, and homework via MCP tools.

ntp-mcp-server

Enables retrieval of accurate current time from NTP servers with timezone conversion and structured output, falling back to local time if NTP is unavailable.

Knowledge MCP

Enables saving and searching local notes, with tools to list notes and search backup files.

Apple MCP Calnot

Provides MCP tools to read, search, create, append, and delete iCloud Notes by leveraging the authenticated Notes web app's internal JavaScript API, avoiding OCR or canvas parsing.

MasterGo Magic MCP

Connects AI models with MasterGo design tools to retrieve and process DSL data from design files, enabling AI-powered design analysis and manipulation.

ai-design-expert

Provides design capabilities including requirement analysis, visual token extraction, design generation, and visual auditing.

S3 Mcp

Fully Loaded AWS S3 Model Context Protocol Server (MCP)

IMDB MCP

Enables semantic and similarity search across IMDB movie data using vector embeddings and PostgreSQL with pgvector, supporting traditional filters and hybrid search.

deepseek-agent-mcp

MCP server that packages DeepSeek agents as callable tools, offering a bare model for quick Q&A and a full agent capable of executing real coding and file-modifying tasks in a workspace.

WebforAI Text Extractor

Extracts clean, structured Markdown text from web pages using WebforAI, making web content easily accessible for AI model consumption through the Model Context Protocol.

regulated-reporting-mcp

MCP server for regulated financial reporting on Workiva, enabling agents to search, read, and write to Workiva workbooks with policy-gated mutations, readback verification, and immutable receipts. Supports both a compact 3-tool facade and a full 117-tool catalog, plus a credential-free mock mode.

mimo-mcp

Enables Claude Code and Codex to directly invoke Xiaomi MiMo's full-modal capabilities including multimodal dialogue, image/video understanding, TTS, voice cloning, and ASR through MCP tools.

maas-mcp-server

Enables AI assistants to interact with MAAS (Metal as a Service) infrastructure for machine management, network configuration, and storage management through a standardized JSON-RPC 2.0 interface.

Eyevinn Open Source Cloud MCP Server

MCP Server for Eyevinn Open Source Cloud API, enabling creation of solutions based on open web services. Web services based on open source where the creator gets a share of the revenue the platform generates.

Reddit Content API

MCP server that enables interaction with Reddit, allowing users to read trending posts, analyze discussions, create posts, add comments, and vote on content through Claude and Cursor.

bothread-room-for-ai-agents

A free, local room where multiple MCP-compatible AI coding agents collaborate on one codebase — collisions prevented, human in command.

Modexia

This server allows your AI agents (like Claude, LangChain bots, or custom swarms) to seamlessly execute secure cryptocurrency transactions (USDC) and zero-fee micro-payments straight from their system prompts.

Demaciains MCP Server

Provides 19 AI-powered business intelligence tools for tasks such as SEO audits, company enrichment, and market analysis. These services are accessible through a pay-per-use model utilizing the x402 protocol on the Base network.

Enhanced File Operations MCP Server

A comprehensive Model Context Protocol server that provides over 50 file and system management tools for AI models, including navigation, file operations, search, compression, and system information capabilities.

Individual TradingView Backtest Assistant

exposes a remote MCP endpoint so agents can: run strategy backtests by symbol/timeframe/date range, pass strategy inputs programmatically, receive structured backtest results (trades, win rate, profit, drawdown), keep long-running runs observable via progress notifications, support Binance Futures tickers only, enforce a maximum of 1440 candles per backtest, apply a rate limit of 3 backtests per

Teradata MCP Server

Enables running SQL queries, exploring metadata, and interacting with Teradata databases through the Model Context Protocol.

anndata-mcp

Allows to retrieve information about an AnnData object via MCP using the read_lazy function from anndata.

refine-backlog-mcp

Refine messy backlog items into structured, actionable work items with titles, acceptance criteria, T-shirt estimates, and priorities. Free tier included — Pro/Team tiers via license key.

DrissionPage BetterMCP

An MCP server that wraps DrissionPage to provide comprehensive browser automation tools, including tab management, element interaction, network capture, and more, with AI-friendly tool descriptions and 255 unit tests.

Gemini MCP Server

Enables interaction with Google's Gemini AI models including file uploads, conversation management, and batch API processing for large-scale tasks at reduced costs. Supports multiple Gemini models with advanced features like embeddings generation and automated workflow processing.

cf-mcp-orange

A complete, all-in-one MCP server for Codeforces, enabling AI assistants to access user profiles, compare users, search problems, get practice recommendations, and more.

go-ask-a-stranger

Connects AI agents to anonymous strangers for asking and answering questions in character.

io.github.qso-graph/pota-mcp

MCP server for Parks on the Air (POTA) providing live activator spots, park details, activator/hunter stats, and scheduled activations through any MCP-compatible AI assistant.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries for merge requests, code reviews, test results, pipeline status, and discussion management.

Mantle Yield MCP

Universal MCP server for Mantle yield data, enabling users to fetch health status, dashboard summaries, and detailed opportunity information through natural language.