Discover Awesome MCP Servers

media-gen-mcp

MCP server that enables AI assistants to generate images and videos on demand using free-tier providers like Agnes AI, Cloudflare Workers AI, Hugging Face, and Google Gemini, with tools for creating media, polling async jobs, and listing providers.

ClockNext MCP Server

Integrates usage-based billing into AI coding tools, enabling meter usage, signal verification, and billing management via the ClockNext API.

Slack Feedback MCP Server

Enables users to collect, search, and retrieve product feedback and full conversation threads directly from Slack channels. It supports filtering messages by specific stakeholders and time ranges to facilitate efficient feedback analysis.

opendtect-mcp

Model Context Protocol (MCP) server that drives OpendTect headlessly for SEG‑Y import, 3D horizon auto‑tracking, ASCII export, and horizon‑agreement scoring.

Santander MCP

Connects Santander bank accounts via Open Finance Brasil to AI assistants, enabling read-only queries on balances, statements, credit card bills, and investments.

app.wishpool/finland-payments-mcp

Enables AI agents to accept payments in Finland via Stripe hosted checkout, supporting cards, Klarna, Apple Pay, and Google Pay.

WeatherMCP

An MCP server providing US National Weather Service data with tools to fetch weather alerts by state and forecasts by coordinates.

Spendesk MCP Server

An MCP server that exposes the Spendesk public API as tools and resources for automating ERP integrations and building dashboards from Spendesk data.

gbrain

A local-first compiled knowledge graph MCP server that provides structured memory for AI agents with full-text search, vector embeddings, and timeline tracking.

Azure SQL MCP Server

Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural language interactions for data querying, record management, and schema inspection. It features 12 specialized tools for performing CRUD operations, executing SQL queries, and generating data visualizations like charts.

epsteinexposed-mcp

MCP to explore the EpsteinExposed API through the epsteinexposed pip api wrapper.

mcp-google-business

Enables managing Google Business Profiles through natural language: list locations, reply to reviews, create local posts, and fetch performance metrics.

DimeVision MCP Server

Enables AI assistants to analyze weld photos for quality scoring and identify common defects like porosity or undercut. It provides practical bead-building tips and technical guidance for MIG, TIG, and Stick welding processes based on AWS/ASME standards.

pitchmachine-mcp

MCP server that lets AI agents create hyper-personalized pitch microsites, manage receivers, generate pitches, and retrieve public URLs.

seo-audit-mcp

Enables AI agents to perform instant SEO audits, check robots.txt, sitemaps, and AI crawler access for any URL without API keys.

qq-music-mcp

Integrates QQ Music API with MCP, enabling LLMs to search music, retrieve song details, lyrics, and playback URLs.

Monta MCP Server

MCP server that enables LLMs to interact with Monta's EV charging platform for managing charge points, charging sessions, and wallet operations.

mirofish-mcp-server

MCP server that connects AI clients to a local MiroFish instance for document-driven multi-agent simulations and prediction report generation.

docx-mcp

MCP server for generating professionally formatted Word documents (.docx). Supports corporate templates (colors, fonts, logo), headers/footers, and Markdown conversion.

mcporter-bridge

Bridges a local mcporter registry into a single MCP server, enabling clients like Codex and Claude to list, inspect, and call tools from multiple MCPs with lazy loading.

edgex-mcp

MCP server for EdgeX perpetual contract trading, providing 16 AI agent tools for market data, account management, and order execution.

korea-realestate-mcp

Enables AI agents to query and analyze Korean apartment real estate transaction prices (sales and rentals) using natural language, providing tools for price trends, regional comparisons, and rent ratios.

futu-opend-mcp

Read-only MCP server that exposes Futu OpenD's investment-research quote APIs (stocks, options, futures, financials, news, etc.) as MCP tools, leveraging an already-running OpenD gateway with no separate authentication.

Handwriting OCR MCP Server

鏡 (Kagami)

TokenLens MCP

Analyze AI conversations to estimate token costs, detect waste, and generate optimized prompts directly from your editor.

HistGradientBoostingClassifier MCP Server

Provides tools for training, managing, and making predictions with scikit-learn's HistGradientBoostingClassifier models. It allows users to handle model lifecycles, including creation, evaluation, and serialization, via the Model Context Protocol.

D365 Finance & Operations MCP Server

Enables AI assistants to explore metadata, query data, and perform write operations across multiple Microsoft Dynamics 365 Finance & Operations environments. It features specialized tools for OData execution and data analysis with built-in read-only safety for production environments.