发现优秀的 MCP 服务器

MBIT-Test

An MCP server for the MBTI personality test, supporting AI assistants to guide users through the personality test and provide result analysis.

mcp-gui-server

A modern MCP server that provides interactive graphical user interface, terminal command execution, and AI-powered prompt enhancement for MCP-compatible clients.

hwp-mcp

MCP server for reading and writing HWP/HWPX (Korean Hangul word processor) files, enabling document reading, text extraction, table extraction, image extraction, template filling, text replacement, and creation of new documents.

zep-mcp

MCP server that wraps the Zep Cloud API to give AI assistants long-term memory via a knowledge graph, enabling storing and searching facts, managing users and threads, and adding notes.

MYOB Codex MCP

Codex-safe MCP server for MYOB Business/AccountRight cloud. Provides read-only tools by default and mutating actions that require explicit approval before commit.

Gemini Streamable HTTP MCP

A Docker-based deployment that wraps the Gemini MCP server with supergateway to expose its tool capabilities over Streamable HTTP. It enables users to perform image-editing workflows and interact with the Google Gemini API using a standardized web-accessible endpoint.

xhs-mcp

Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote) using Playwright browser automation. It supports title, body, and image uploads while maintaining persistent login sessions for seamless automated posting.

Investment MCP Server

Provides read-only access to a SQL Server investment database, enabling searching symbols, retrieving prices and history, and generating research snapshots.

Bible MCP

Enables local-first semantic search and retrieval of Korean Bible verses using FAISS embeddings and full-text indexes. Supports exploration of biblical entities including people, places, and events with Korean-to-English query handling.

resume-onepage-autofit-mcp

From markdown resume to formatted PDF, a MCP server that generates single-page PDF resumes with smart overflow detection and layered content reduction strategies

mcp-semver

Provides semantic versioning tools to parse, compare, and check range satisfaction for version strings, enabling version management through natural language queries.

mcp-server-springaidemo

一个 Spring AI mcp-server 演示

markovo-mcp

Enables converting supported files and explicitly authorized public HTTPS pages into clean, structured Markdown through the Markovo service, with file access restricted to a configured root directory.

GitHub MCP Server

Enables AI agents to manage GitHub repositories, branches, issues, pull requests, releases, and actions through natural language.

codemem

Persistent memory MCP server that captures coding session context and automatically injects relevant memories into prompts using hybrid search for OpenCode and Claude Code.

Hyperbrowser MCP Server

Enables web scraping, crawling, structured data extraction, and browser automation through multiple AI agents including OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use.

WG-Console-MCP-server

Enables AI assistants to access live Wargaming API data for World of Tanks Console, allowing queries about players, clans, vehicles, and tank comparisons.

mcp-auth-poc

A minimal MCP server with token-based authentication and SSE transport, providing greeting and echo tools for testing authentication patterns in remote MCP servers.

pgops-mcp

Enables AI agents to safely and audibly operate PostgreSQL databases and their Docker environments, offering schema inspection, guarded queries, migrations, performance diagnosis, and container management tools.

JADX-MCP-SERVER

一个模型上下文协议服务器，连接到定制的 JADX 分支 (JADX-AI)，并使本地 LLM 能够与反编译的 Android 应用程序代码交互，以实现实时逆向工程辅助。

GitHub MCP Server

Enables interaction with GitHub repositories through the GitHub API using fastMCP. Supports repository information retrieval and management with secure token-based authentication.

Home Assistant MCP Server (HA-mcp)

Enables AI assistants to interact with Home Assistant to control smart home devices, query entity states, and manage automations using natural language. It provides over 90 tools for comprehensive system management, including dashboard configuration, service execution, and automation debugging.

MCP Remote with Adobe and Okta Authentication

A wrapper for mcp-remote that provides secure authentication for protected MCP servers using Adobe IMS or Okta OAuth flows. It features automated token management, validation, and background refreshing for seamless access to remote resources.

SwaggerWatcher MCP Server

An MCP server that dynamically reads OpenAPI specs and registers every endpoint as an LLM-callable tool with automatic change detection and hot reload.

Recapfy MCP

Exposes Recapfy's paid endpoints as MCP tools to ask questions about YouTube videos and fetch full transcripts, with automatic USDC payment on Solana per call.

Artel

The infrastructure for AI teams: a self-hosted server that gives a fleet of agents shared semantic memory, tasks, direct messages, and session handoff. Any agent that speaks HTTP participates: Claude Code, AutoGen, raw API scripts, anything.

polymarket-toolkit

Read-only Polymarket data tools for AI agents: wallet profiles, fee-inclusive PnL cross-checks, Brier-score calibration, leaderboards, market scans and more (10 tools). No API keys, no order placement — data only. English + Chinese docs.

sec-intelligence-mcp

MCP server for SEC EDGAR filing intelligence, providing tools for fetching, chunking/embedding, retrieval, and evaluation of filings.

MySQL MCP Server (Optimized)

An MCP server for MySQL that enables users to execute SQL queries, inspect table structures, and explore database schemas through a clean, SOLID-based architecture. It includes built-in security validations to protect against dangerous operations and ensure safe interaction with database resources.

Brale API MCP Server

A Model Context Protocol server that provides a secure wrapper around the Brale API, enabling AI assistants to perform stablecoin issuance, transfers, account management, and other financial operations.