Discover Awesome MCP Servers

gitbeacon-mcp

MCP server for GitBeacon that provides GitHub trend intelligence—daily AI-analyzed digests, top trending repos, and historical trend tracking—with free tools and optional pay-per-call pricing in USDC via x402.

MCP Shopify Admin Server

Exposes Shopify Admin API capabilities to LLMs, enabling product, order, customer, and inventory management via natural language.

korean-dart-mcp

Enables AI assistants to analyze Korean financial disclosures (DART) with insider trading signals, accounting risk scores, Buffett-style quality checklists, and automatic conversion of HWP/PDF attachments to markdown.

tossinvest-openapi-mcp

Safe-by-default MCP server for the official Toss Securities Open API, providing read-only market and account data with optional order operations protected by multiple safety gates.

Azan-MCP

Azan-MCP is an open-source Model Context Protocol (MCP) server that brings a comprehensive suite of Islamic utilities directly into AI assistants such as Claude Desktop.

youtube-transcript-mcp

Enables fetching YouTube video transcripts as Markdown files with chapter indexing, so LLMs can read only relevant sections and save context.

Tuning Engines

Own your sovereign AI model. Domain-specific fine-tuning of open-source LLMs and SLMs with total control and zero infrastructure hassle. Tuning Engines provides specialized tuning agents to tailor top open models to your needs — fast, predictable, fully delivered. Fine-tune Qwen, Llama, DeepSeek, Mistral, Gemma, Phi, StarCoder, and CodeLlama models from 1B to 72B parameters on your data via CLI o

SlimWeb-MCP

Enables AI clients to manage SlimWeb/Webless e-commerce backend operations such as products, orders, categories, promotions, and settings through a secure Remote MCP server.

dymola-mcp-server

Enables AI agents to load, translate, simulate, and analyze Modelica models in Dymola via the Model Context Protocol.

Universal LSP MCP Server

Enables language models to access Language Server Protocol functionality across 13 programming languages with automatic detection and zero configuration.

MCP-server

MCP 服务器 (MCP fúwùqì)

payflowagent-mcp

Token intelligence MCP server for Monad tokens on nad.fun, providing risk and momentum scores. Enables AI agents to evaluate tokens with free and paid tools through the x402 protocol.

servarr-mcp

An MCP server for the Servarr stack — Sonarr, Radarr, Lidarr, Readarr, and Prowlarr — packaged as a Docker container. Lets an MCP client (Claude Desktop, etc.) browse and search whichever \*arr apps you're running.

netease-music-mcp

A read-only MCP server for NetEase Cloud Music data, enabling querying of songs, artists, albums, playlists, lyrics, and user library through tools like search and get details.

Integrated Browser MCP

Exposes VS Code's integrated browser to external agents (Claude Code, scripts, curl) via a local HTTP API and MCP server.

uv-mcp

MCP server enabling AI assistants to inspect and manage Python environments via uv, including package management, virtual environments, Python versions, tools, and security auditing.

quantum-suitability-validator-mcp

Screens quantum computing POC proposals using expert decision rules to produce auditable triage verdicts before escalation, budget allocation, or specialist routing.

Neo0 MCP Server

A coordinate-based semantic addressing system for AI agents, providing tools to derive immutable addresses, search concepts, and manage personae via the Model Context Protocol.

SearXNG MCP Server

Integrates with SearXNG metasearch engine to provide powerful web search capabilities across multiple search engines with filtering options for categories, languages, time ranges, and safe search levels. Enables comprehensive web searches, autocomplete suggestions, and search engine configuration access through MCP-compatible applications.

mcp-catfacts

Wraps the Cat Facts API to fetch random cat facts and list cat breeds, enabling natural language access to feline trivia.

Code Reader MCP Server

An MCP server that connects to your GitHub repositories, detects API changes, and provides context for Cursor to automatically generate test cases.

Password Generator MCP Server

Enables generating secure passwords, exposing password policies, and providing reusable prompt templates for secure password creation through MCP primitives.

pw-mcp

It enables each agent session to have its own isolated Chrome browser with a persistent profile, avoiding profile-lock conflicts and shared tab spaces, while resumed sessions reattach to the same browser and tabs. It can also seed new sessions with a saved login template so they start signed in.

winauto-mcp

MCP server that lets an LLM see and drive any running Windows app: attach a window, screenshot it, read its UI Automation tree, and send clicks, typed text, and key presses with pixel coordinates.

Agent Browser MCP Server

A browser automation MCP server hosted on Vercel that enables AI agents to perform web interactions like clicking, typing, and capturing screenshots via Browserless.io. It supports persistent session management and Basic authentication for seamless navigation across protected sites.

mcp-airtable

Enables AI agents to interact with Airtable databases via natural language, supporting record CRUD, base listing, and schema exploration.

amanahfy-ai-mcp

Provides tools for AI assistants to access Amanahfy APIs, enabling campaign details and IP geolocation lookups.

Beefy MCP Server

Provides agent-ready access to Beefy DeFi protocols, enabling interaction with vaults, pools, and yield strategies through natural language.

heorth-mcp

Single MCP server that translates tool calls into requests against the Heorth and KithLedger REST APIs, exposing 50 household and relationship management tools while holding no credentials of its own.