Discover Awesome MCP Servers

Swit MCP Server

A Model Context Protocol server that integrates with Swit collaboration tools, allowing LLM clients to interact with Swit workspaces, channels, and messages through OAuth authentication.

MCP Securities Analysis

A Python-based FastMCP server that provides financial tools for securities analysis, including market data, news, fundamental/technical analysis, and visualization capabilities that can be consumed by any MCP-aware client.

better-email-mcp

IMAP/SMTP email MCP server with App Passwords. Auto-discovers Gmail, Outlook, Yahoo, iCloud. 5 composite tools, multi-account.

mac-audio-router-mcp

Enables AI agents to manage macOS audio routing, device switching, volume control, and multi-zone playback.

Figma Context MCP

Converts Figma designs into structured code context with token-aware styling, enabling AI agents to generate production-level frontend code.

Email Automation MCP

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

qURL

qURL is the portal to the invisible internet -- expiring, scope-limited URLs that let AI agents reach services no one else can see.

MCP Web Scraper

A Model Context Protocol server that scrapes static HTML with BeautifulSoup for analysis by MCP clients.

weather mcp

A lightweight Model Context Protocol (MCP) server that gives AI assistants the ability to fetch real-time weather data for any city using the OpenWeatherMap API.

PromptSmith

An MCP server that provides 'Reasoning as a Service' by analyzing tasks to select and generate meta-prompts from 40 distinct reasoning frameworks. It enables AI agents to optimize their execution strategy based on task complexity and category, featuring tools for strategy recommendation and performance tracking.

image-forensics-mcp

An MCP server that enables AI assistants to analyze images for AI-generated content using noise maps, error level analysis, frequency analysis, spectral decay, color analysis, and metadata inspection.

MCP Complete Implementation Guide

Provides a complete end-to-end MCP server implementation with file system tools, web scraping capabilities, and system information access. Includes ready-to-use configuration files and integration examples for Claude Desktop, ChatGPT, and other AI models.

Jaz AI

The complete agent surface for Jaz accounting, providing 284 MCP tools and domain knowledge for AI agents to handle accounting tasks.

Billingo MCP Server

An MCP server for the Billingo invoicing API (v3) that enables AI assistants like Claude to manage invoices, partners, products, expenses, and more through natural language.

NORA Data MCP Server

Enables read-only access to NORA dashboard data from Upstash Redis, covering OKRs, initiatives, KPIs, and financial summaries. It allows users to query and analyze business performance metrics and organizational alignment through standardized MCP tools.

Deep Code Reasoning MCP Server

Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.

UltimateCoder

Biến máy tính cá nhân của bạn thành một trung tâm điều khiển mã mạnh mẽ. Tự động hóa việc xử lý tệp, chạy các lệnh terminal và tận dụng AI để nâng cao quy trình làm việc phát triển của bạn—tất cả đều an toàn và tức thì, không bị trễ do đám mây.

tv-recommender-mcp-server

tv-recommender-mcp-server

HumanizerMCP

Detects and removes 24 types of AI writing patterns, offering dual-mode humanization (rule-based and LLM-enhaced) with tools for detection, style transfer, scoring, and batch processing.

zapper-mcp

An MCP server that exposes the Zapper DeFi portfolio API, enabling LLMs to query wallet balances, token holdings, and DeFi positions using natural language.

chilipiper-mcp

Enables lead routing, booking link generation, and scheduling management through the ChiliPiper REST API. It allows users to process inbound leads via Concierge routers and manage meeting queues directly through MCP-compatible clients.

Python notebook mcp

Python notebook mcp

mcp-gitlab MCP Server

Gương của

Video Info MCP

Enables comprehensive video file analysis including extracting metadata, stream information, bitrate calculations, and generating technical reports. Supports all FFmpeg-compatible video formats with output in JSON, text, or Markdown formats.

shadcn-vue-mcp

Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instantly create beautiful, modern UI components through natural language descriptions. It integrates the shadcn-vue component library and tailwindcss, seamlessly connects with mainstream IDEs, and provides a streamlined UI dev

redmine-mcp

Enables to interact with Redmine issues through the MCP protocol, allowing operations like get, list, create, and update tickets.

Tagny MCP Server

Enables web browsing capabilities for locally served LLMs through URL text fetching, link extraction, and web search using Brave and DuckDuckGo engines. Designed to enhance LLMs with real-time web access through the MCP protocol.

ishika_mcp

ishika mcp

Jupyter Terminal MCP

Enables an agent to run shell commands through a JupyterLab/JupyterHub-hosted terminal, using REST API and WebSocket via Selenium for session handling, when SSH is not available.