Discover Awesome MCP Servers

Shopify MCP Server

Enables interaction with Shopify store data (products, customers, orders) via GraphQL, providing comprehensive tools for store management through Claude.

IFS Cloud MCP Server

Enables AI agents to analyze and search IFS Cloud codebases using hybrid semantic-lexical search, PageRank importance ranking, and dependency graph analysis. It supports comprehensive exploration of PL/SQL, entities, and projection files to facilitate intelligent architectural understanding.

binance-announcements-mcp

An MCP server that streams the latest Binance announcements to your AI agents in real time, enabling instant analysis and action on market-moving updates.

Yomitan MCP Server

Provides AI agents with direct access to local Yomitan dictionary databases for offline Japanese vocabulary lookups, kanji searches, and sentence tokenization. It leverages the Yomitan browser extension's API to enable rich dictionary interactions and Anki flashcard field generation.

Commit Helper MCP

A Model Context Protocol server that provides Commitizen functionality, enabling AI assistants to generate, validate, and work with conventional commit messages.

Instagram Download MCP Server

Enables AI assistants to download Instagram content including posts, videos, reels, stories, highlights, and profile pictures using Instaloader, with optional metadata and caption extraction.

SearXNG MCP Server

An MCP server that allows searching through public SearXNG instances by parsing HTML content into JSON results, enabling metasearch capabilities without requiring JSON API access.

FMP MCP Server

Provides financial data from Financial Modeling Prep for AI-assisted investment research, including company profiles, financial statements, and analyst ratings. It features high-level workflow tools for market analysis and atomic tools for deep dives into valuation and institutional ownership.

PostgreSQL MCP Server

An MCP server that enables AI assistants to interact with PostgreSQL databases by executing SQL queries and inspecting database schemas. It provides tools for standardized database exploration and management through the Model Context Protocol.

MCP Observatory

Finds problems in your MCP servers before your users do. Scans your Claude config, checks every server's capabilities, actually calls tools to make sure they work, and catches breaking changes between versions.

EasyChatDM - Demonstrates creating a simple MCP Server tools

用于与生成式人工智能一起玩《龙与地下城》的 MCP 服务器工具示例。本项目仅用于教育目的，因此对良好的代码设计关注较少。

2025 Tax Law Amendment MCP Server

Enables users to search and query information from the 2025 Korean tax law amendment PDF documents using natural language. Provides document indexing and retrieval capabilities through ChromaDB vector storage and LangChain integration.

SAP ByDesign MCP Server by CData

This read-only MCP Server allows you to connect to SAP ByDesign data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Project Data Standardization MCP

This MCP ensures consistent naming conventions for variables, database structures, and file organization by validating against project standards and providing smart naming suggestions.

Kaiza MCP Server

Enables secure, audited file operations with LLMs by enforcing implementation plans, restricting writes to approved file scopes, and maintaining a tamper-evident audit log with stub detection.

HUMMBL MCP Server

Provides access to the HUMMBL Base120 framework of 120 validated mental models organized across 6 transformations, enabling users to search, retrieve, and get AI-recommended mental models for problem-solving and decision-making.

Orderly Network MCP Server

The Orderly Network MCP server gives AI assistants direct access to Orderly documentation, SDK patterns, API references, workflows, and contract addresses through a single MCP integration. It helps developers build trading UIs and integrations faster by making Orderly-specific guidance and code examples instantly queryable.

Grasshopper MCP Workflow

Connects Grasshopper and Cursor through MCP protocol, enabling natural language control of Grasshopper components, workflow automation, and parametric design operations.

Star MCP

A comprehensive Model Context Protocol service providing zodiac information queries, horoscope analysis, and compatibility testing between star signs.

URL2QR MCP Server

Converts URLs into scannable QR codes with customizable options like error correction levels and image sizes. Provides downloadable links for generated QR codes through a simple MCP tool interface.

MCP API Gateway

A unified local API gateway providing caching, rate limiting, and full Model Context Protocol compatibility for AI agent integration. It enables users to aggregate multiple API endpoints into a single gateway with built-in observability and customizable eviction strategies.

Zentickr - Yahoo Finance MCP Server

A Model Context Protocol server providing comprehensive access to Yahoo Finance data through the yahooquery library, enabling AI assistants to retrieve stock prices, financial statements, market data, and company analytics.

Jira MCP Server

A simple MCP server that provides access to Jira issues from Cursor AI, allowing users to reference and query Jira tickets directly in the chat panel.

LinkedIn Content Creation MCP Server

Enables creation of optimized LinkedIn posts using a component-based design system with variants, themes, and composition patterns. Supports multiple post types (text, document, poll, video, carousel) with research-backed optimization for maximum engagement.

Voice Recognition MCP Service

提供语音识别和文本提取功能，支持标准输入输出 (stdio) 和 MCP 模式。可以处理音频文件或 Base64 编码的数据，并返回包含语言、情感和说话人信息的结构化结果。

MCP Smart Filesystem Server

Provides LLM-optimized filesystem access with intelligent file pagination for large files, lightning-fast ripgrep-powered code search with regex support, and security sandboxing to safely explore and search codebases.

Fan Out Query MCP

Advanced content gap analysis using Query Decomposition and Keyword Fan-Out (Google's patented methodology). Tells you exactly what user queries your content covers - and what it misses. Built on academic research because I needed to understand how AI search engines actually evaluate content.

HAL (HTTP API Layer)

HAL (HTTP API Layer) is a Model Context Protocol (MCP) server that provides HTTP API capabilities to Large Language Models.

Odoo MCP Server Advanced

Enables AI assistants to interact with Odoo ERP systems through the Model Context Protocol. Provides comprehensive access to Odoo models, records, and methods with enhanced features like employee search, holiday management, and flexible domain querying.