Discover Awesome MCP Servers

a-share-mcp

提供A股实时行情、历史K线、财务报表、技术指标等全方位数据查询的MCP服务器，支持盘中即时更新及批量查询。

ShelbyMCP

Knowledge-graph memory server for MCP-compatible AI tools, providing persistent, connected memory with typed relationships and auto-consolidation.

Humanitarian MCP

Enables querying and analyzing humanitarian data, such as refugee statistics, through semantic tools like country comparisons, trend analysis, and report generation, using the UNHCR API.

bear-mcp

MCP server for Bear notes app on macOS, enabling note reading, searching, creation, and management via Claude.

Jules MCP Server

Exposes Google Jules AI capabilities for automated coding tasks, including session management, code reviews, and unified diff handling. It enables users to create sessions, approve plans, and synchronize AI-generated code changes with GitHub repositories.

mcp-resource-tool-adapter

Exposes MCP resources through generic compatibility tools for clients that cannot call resources/read directly.

app.wishpool/argentina-payments-mcp

A remote MCP server that lets any AI agent accept payments in Argentina via Mercado Pago, supporting wallets, cards with cuotas, and cash.

comfyui-mcp

Exposes a remote ComfyUI instance for image generation through an on-demand GPU wrapper, allowing users to generate PNG images from prompts and manage the ComfyUI lifecycle via MCP tools.

WeCom Mail MCP

通过企业微信官方邮件API发送普通邮件，并支持查询邮箱信息，兼容stdio、sse和streamable-http传输方式。

Athena

A project-aware, capability-driven advisory framework for AI coding assistants, providing structured consultation via a single MCP tool.

antideploy-mcp

Deploys applications from coding agents to Antideploy, handling packaging, environment variables, and asynchronous deployment without Dockerfiles or cloud consoles.

微生活会员 MCP

自动登录微生活管理系统，查询会员、储值、消费、优惠券、营销活动等全维度经营数据。

Quick-start Auto MCP

Una herramienta que ayuda a registrar fácilmente el Protocolo de Contexto del Modelo (MCP) de Anthropic en Claude Desktop y Cursor, proporcionando funcionalidad RAG, integración con Dify y capacidades de búsqueda web.

Weather Service MCP

A learning project demonstrating how to build MCP servers with Python, featuring weather query tools that showcase custom tool creation, configuration, and integration with AI assistants.

@yawlabs/npmjs-mcp

Enables npm registry operations from MCP clients like Claude Code and Cursor, with 64 tools for package intelligence, security audits, dependency analysis, org/team management, and write operations like deprecate and unpublish.

shopify-admin-mcp

Production-grade MCP server for the Shopify Admin GraphQL API, exposing typed tools for AI agents to manage products, orders, customers, and more.

gnt MCP Server

Enables AI agents to query live, human-approved rules before taking actions, ensuring compliance and reducing errors.

model-gateway

MCP server for discovering and cataloging generative AI models, enabling agents to search by modality, view pricing/terms, and manage contracts with providers via Beckn-aligned APIs.

unit-converter

Enables AI agents to convert between measurement units across length, weight, temperature, volume, speed, and data storage, with formulas included. Supports pay-per-call access via x402 micropayments without API keys or signup.

Qlik MCP Server

Connects AI assistants like Claude to Qlik Cloud and Qlik Sense Enterprise environments, enabling natural language interactions for analytics, app management, reloads, user administration, and data governance across 34 tools.

ai-cad-workbench

MCP server for AI-driven CAD operations, enabling parametric modeling, build, inspection, measurement, rendering, and diff comparison with STEP, DXF, and GLB export.

design-doc-generator-mcp

Turns Claude Code session work into professional design docs with a slash command, no copy-pasting or signup needed.

MySQL MCP Server

A comprehensive MySQL interface for the Model Context Protocol that enables database management, SQL execution, and performance analysis. It features a robust Git-style version control system with automatic backups, secure permission management, and precise rollback capabilities for all data operations.

PPT-MCP

Cross-platform MCP server for Microsoft PowerPoint automation, enabling slide management, template remapping, and real-time evaluation via natural language.

OPC UA MCP Server

Connects to any OPC UA server and exposes its node tree and data via MCP, with tools to read values and search nodes.

micro-app-mcp

Provides semantic search and knowledge base management for the micro-app micro-frontend framework by ingesting its source code and documentation.

Atelier B MCP Server

Connects Claude AI to Atelier B formal methods IDE, enabling typechecking, proof generation, automatic proving, and C code generation for B projects.

mcp_ocr

Modular OCR MCP server supporting Apple Vision, PaddleOCR, and PaddleOCR-VL backends. Enables text, layout, table, formula, and chart extraction from images via natural language.

ExecuFunction MCP Server

Enables AI assistants to interact with ExecuFunction's project management, knowledge base, code indexing, and calendar tools via MCP, allowing natural language management of tasks, notes, and code.

MCP-CMake

A Gradio-based MCP server for comprehensive CMake project management that enables configuring, building, and testing CMake projects with preset support, error analysis, and LLM-friendly output formatting. Provides both web UI and MCP protocol access for streamlined C++ development workflows.