Discover Awesome MCP Servers

Paprika SQL MCP Server

A Model Context Protocol desktop extension that allows Claude to query and interact with custom SQL databases in real-time during conversations.

ProduckAI MCP Server

Transforms scattered customer feedback from sources like Slack, Zoom, and JIRA into actionable product insights and AI-generated PRDs. It features over 50 tools for semantic clustering, sentiment analysis, and VOC-based prioritization to streamline product management workflows.

Shopify Agentic MCP Gateway

Enables AI agents to autonomously browse inventory, negotiate terms, manage carts, and execute secure payments on Shopify stores using standardized protocols. It provides a bridge for LLMs to handle the entire commerce lifecycle from discovery to order tracking through a verifiable mandate chain.

GEDCOM MCP Server

Enables AI agents to create, edit, and query genealogical data from GEDCOM files. Supports complex genealogy searches, automatic data enrichment from web sources, relationship analysis, and biography generation for individuals and families.

Text to Speech MCP Server

Enables agents to convert text to speech using OpenAI's TTS models with voice selection, delivery instructions, and queue-based audio playback. Supports both blocking and non-blocking modes for flexible audio generation and playback control.

Alpha Vantage MCP Server

Provides access to Alpha Vantage stock price data (OHLCV) and financial news with sentiment analysis through MongoDB storage, automatically fetching missing data from the API when needed.

Hyperliquid MCP Server v5

A standalone Model Context Protocol server for Hyperliquid with integrated dashboard

RAGFlow Claude MCP Server

Integrates RAGFlow's knowledge base API with Claude Desktop for document retrieval, semantic search across multiple datasets, and intelligent query refinement using DSPy.

Rememberizer MCP Server for Common Knowledge

Provides access to personal/team knowledge repositories with tools to search, retrieve, and save information from various sources including Slack, Gmail, and document storage platforms.

AgentStandard

Certified AI agent package marketplace. Browse and install verified packages for Claude, ChatGPT, Gemini, and OpenClaw — covering health, finance, productivity, career, and more. Stateful and with intent.

Hello World MCP Server

A simple boilerplate MCP server that provides a basic greeting tool for demonstration purposes. Serves as a starting template for developers to quickly create and deploy custom MCP servers.

SAS MCP Server

Enables execution of SAS code on SAS Viya compute environments with OAuth2 authentication. Allows users to run SAS programs and retrieve execution results including logs and output through the Model Context Protocol.

vizro-mcp

vizro-mcp

Psi-MCP: Advanced Quantum Systems MCP Server

Enables quantum systems analysis and simulation including quantum circuits, open quantum systems, quantum chemistry calculations, many-body physics, quantum machine learning, and quantum field theory computations.

CloudStack MCP Server

Enables comprehensive management of CloudStack infrastructure through natural language, providing access to over 735 API methods for virtual machines, networking, and storage. It features enterprise-grade security with a safety confirmation system for destructive operations and extensive API coverage.

Smart Code Search MCP Server

Enables semantic code search across projects using AI embeddings to find code by meaning rather than just text matching. Provides fast intelligent search, symbol analysis, and code similarity detection with multi-language support.

cdli-mcp

楔形文字数字图书馆倡议 MCP 服务器 (Xiē xíng wénzì shùzì túshū guǎn chàngyì MCP fúwùqì)

Changerawr MCP Server

A Model Context Protocol server that enables AI assistants like Claude to manage changelogs, projects, and content through natural language interactions with Changerawr instances.

Azure Data Lake Storage MCP Server by CData

Azure Data Lake Storage MCP Server by CData

Website Screenshot MCP

A server that allows AI agents and clients to programmatically capture screenshots of websites with options for image format and viewport selection.

feuse-mcp

An MCP server that provides utilities for web developers to automate API integration, convert Figma designs to code, and optimize development workflows with tools for asset management and code generation.

crypto-whitepapers-mcp

An MCP server serving as a structured knowledge base of crypto whitepapers for AI agents to access, analyze, and learn from.

Etsy MCP Server

Enables seamless integration with Etsy's marketplace API v3 to search listings, manage shop inventory, create and update products, optimize SEO, and access seller resources with OAuth support for authenticated operations.

Zoho CRM MCP Server

Enables read-only interaction with Zoho CRM data through natural language queries, allowing users to search records, list modules, retrieve field information, and count records using secure OAuth authentication.

atdata-email-verification-mcp-server

atdata-email-verification-mcp-server

Kali Tools MCP Server

Provides comprehensive access to documentation for 600+ Kali Linux penetration testing and security tools through Claude Desktop, enabling users to search, explore, and get detailed information about security tools by category or functionality.

mcp-commands

An MCP server for tracking and managing AI command usage history using a PostgreSQL database. It enables users to log, search, and view statistics for various AI-related commands and their execution contexts.

md2doc

An MCP server that converts Markdown text to DOCX format using an external conversion service. It supports custom templates, multi-language output, and provides flexible file handling for both local and cloud-based deployments.

School Attendance MCP Server

Enables managing school attendance records and interacting with GitHub repositories, including committing files, fetching repository information, and marking student attendance status through natural language.

X_AI_AGENT_MCP

使用 Gemini-Flash-2.0 和 MCP 服务器构建的 X AI 代理