发现优秀的 MCP 服务器

🚀 MCP Server with Docker, Redis, and TimescaleDB

使用 Docker 部署 MCP 服务器，包含 Redis 和 TimescaleDB

mcp-apple

Provides tools to search for apps and music via the iTunes Search API and monitor the operational status of various Apple system services.

SpotiPy MCP

Enables searching Spotify and managing playlists from any MCP client using natural language.

sokrates-mcp

An MCP server for prompt refinement, task breakdown, code reviews, and idea generation using the sokrates Python library and multiple AI providers.

Supabase MCP Server

Enables AI assistants to interact with Supabase databases through standardized CRUD operations including querying, inserting, updating, and deleting records with support for filtering, pagination, and column selection.

kospell

한글 MCP (글자 수 세기, 맞춤법 오류, 로만화) Korean lang mcp

patentorney-mcp

Manages patent application drafts via structured YAML and LaTeX sections, with tools for claims, figures, numerals, prior art, glossary, and export.

docuprox-mcp

Enables AI clients like Claude to process documents (invoices, passports, etc.) via the DocuProx API, with tools for submitting jobs, checking status, and retrieving results.

ado-mcp

Enables AI assistants to interact with Azure DevOps, providing tools for managing work items, repositories, pipelines, and more through the Model Context Protocol.

Email Social Media Checker

Enables checking email addresses through the Email Social Media Checker API to verify and validate email information.

Loomle

MCP server that integrates with Unreal Engine to read and modify complex editor objects using SAL, providing tools for queries, patches, schema discovery, and editor control.

git-daily-review

Enables AI agents to run automated daily code reviews, retrieve Markdown reports, and curate a project knowledge base across any Git repository.

Training Condition Check MCP

Provides personalized recommendations for optimal outdoor exercise times by integrating weather data, Garmin Connect training schedules, and user performance metrics.

mmoagent-mcp

Cross-game market intelligence and currency conversion across six MMOs, enabling unified searches, portfolio tracking, and farming optimization via MCP.

Sales Tools MCP Server

Provides a suite of business tools for interacting with a SQLite sales database, including SQL query execution, KPI calculations, and report generation. It enables AI agents to analyze sales data across customers, products, and orders using the Model Context Protocol.

paper-fx-mcp

Integrates OANDA FX trading with technical analysis, economic news, stock/indices quotes, corporate financials, EDINET disclosures, and composite scoring into a unified MCP server.

secrets-mcp

Provides Claude Code with access to personal secrets and notes stored in a local Markdown file. It enables users to list, search, retrieve, and update secret sections through natural language commands.

pentest-mcp-server

Wraps common web penetration testing tools in a Docker container and exposes them as Claude tools for educational use in controlled lab environments.

essetech-ai-readiness-mcp

Enables AI assistants to assess a small business's AI readiness (0–100 score), suggest tailored AI use cases, describe Essetech's services, and book a free consultation.

Super Windows CLI MCP Server

一个增强型的 Windows 命令行界面 MCP 服务器，提供不受限制的系统访问能力，专为需要完全系统访问权限的受信任环境而设计。

mcp-secure-remote

A stdio-to-remote MCP bridge with mTLS client certificate authentication for secure remote MCP server access.

opencode-vision-mcp

Enables text-only models to understand images by intercepting pasted images, saving them locally, and using a vision MCP server to analyze them with multimodal backends like Qwen-VL, Doubao, or GLM-4V.

t212-mcp

A read-only MCP server for Trading 212 accounts, enabling AI assistants to query balances, positions, orders, dividends, pies, and instruments without trading capabilities.

agent-creator-mcp

Enables creating and deploying Agentforce agents to Salesforce by gathering requirements and generating agent metadata.

PostgreSQL API SSH MCP Server

A universal MCP server that enables AI agents to securely manage PostgreSQL databases, make API requests, and execute SSH commands with features for database analysis, schema editing, and data operations.

HomeLab MCP Server

An MCP server to manage your UniFi network via Claude, providing tools to list devices and clients and block/unblock clients. It runs as a Docker container and is designed for local network use only.

document-evidence-mcp

A local document evidence layer for MCP clients that ingests documents (PDF, Office, images) with optional OCR, indexes them in SQLite FTS, and provides retrieval tools with source coordinates.

Apartment Hunter MCP Server

An MCP server for rental apartment aggregation, enabling geographic polygon search, semantic vector search, and LLM-powered analysis. Integrates with AI agents like Claude Desktop to manage apartment hunting workflows.

Invoice-MCP

MCP server that gives AI agents read access to subscription/SaaS invoice history, ingested from Gmail and stored in Postgres and MongoDB, with tools for listing invoices, retrieving PDFs, and summarizing spend.

appflowy_mcp

MCP server that exposes self-hosted AppFlowy Cloud REST API to AI assistants, enabling management of AppFlowy workspaces and documents through natural language.