发现优秀的 MCP 服务器

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.

osascript MCP Server

Enables the execution of AppleScript and JavaScript for Automation (JXA) on macOS to control applications, system events, and shell commands. It provides native automation capabilities with a security layer that permits most operations while specifically blocking file deletion commands.

Redmine MCP Server

一个模型上下文协议（MCP）服务器，使 AI 助手能够与 Redmine 交互，以实现专注且透明的项目管理。

vibetrader-mcp

Enables AI assistants to trade stocks directly through natural language by creating and managing bots, executing trades, accessing market data, and backtesting strategies.

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.

HBCA Meta Ads MCP

A read-only MCP server for querying Meta Ads accounts through Meta's Marketing API. It provides tools to retrieve ad accounts, campaigns, ad sets, ads, and performance insights.

Rubber Duck MCP Server

一个橡皮鸭 MCP 服务器，用于你的 LLM 编码代理。 (Yī gè xiàngpí yā MCP fúwùqì, yòng yú nǐ de LLM biānmǎ dàilǐ.)

iconserve

Open-source icons at predictable URLs

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.

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。

dakera-mcp

Self-hosted MCP-native agent memory server. Gives AI agents persistent, decay-weighted memory via 83 MCP tools — no cloud, full control. RocksDB+HNSW backend. Works with Claude Code, Cursor, and any MCP-compatible agent.

local-agent-mcp

A local MCP server that lets Claude Code orchestrate Codex CLI and OpenCode CLI as sub-agents with strict security, concurrency, and output limits.

bear-mcp

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

ncbi-datasets-mcp

An MCP server that gives Claude access to NCBI Datasets v2 — search genome assembly metadata, retrieve taxonomy records, and download data packages without leaving your conversation.

Athena

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

MCP-Servers 🚀

所有与 MCP 服务器相关的项目。

discord-webhook-mcp

Enables AI agents to send text messages and images to Discord channels via webhooks.

coros-mcp

A Model Context Protocol (MCP) server that fetches sleep, HRV, and training data from the unofficial Coros API and exposes them to AI assistants like Claude, enabling natural language queries about fitness metrics and workout management.

Swarmwage

MCP server exposing the Swarmwage agent hire protocol as tools for any MCP-compatible AI agent (Claude Desktop, Claude Code, Cursor, Cline, etc.)

mcp-yapi-server

Enables direct integration with YApi API documentation platform in MCP-compatible editors like Cursor, allowing users to query API details, list interfaces, and search endpoints by simply pasting YApi URLs.

resp-mcp

SERP-free scholarly search MCP server that queries academic sources like arXiv, Semantic Scholar, and conference proceedings using official APIs and reverse-engineered endpoints, with no API keys required. It supports unified conference search and returns normalized paper metadata.

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.

Pexels MCP Server

Enables searching and displaying high-quality, royalty-free photos from Pexels directly in ChatGPT conversations via an interactive gallery widget.

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.

Tier Maker List MCP Server

Exposes the Tier Maker List browser editing workflows, local processing boundaries, FAQ, and official links to MCP-compatible AI clients like Claude Desktop and Cursor. Read-only, no API keys, ~50 ms cold start.

jk-mcp-mls

MCP server that gives Claude live access to Major League Soccer data — teams, matches, standings, rosters, and schedule-strength analytics — via the ESPN public API.

ngsrv-mcp

MCP server for ngsrv tunnels that exposes local HTTP ports on public HTTPS URLs, with tools for starting, listing, and stopping tunnels, and provisioning agent tokens.

BloodHound-MCP 🩸

BloodHound-MCP 是一个强大的工具，旨在分析和可视化 Active Directory 环境中复杂的网络关系。它可以帮助安全专业人员识别潜在的攻击路径，并提高他们的整体安全态势。

Quick-start Auto MCP

一个工具，可以帮助你在 Claude Desktop 和 Cursor 中轻松注册 Anthropic 的模型上下文协议 (MCP)，从而提供 RAG 功能、Dify 集成和网页搜索能力。