发现优秀的 MCP 服务器

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

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.

bear-mcp

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

Athena

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

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.

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。

discord-webhook-mcp

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

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。

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.

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.

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.

Todo MCP Server

A small MCP server for managing todos, enabling assistants like Claude to create, update, and query task lists through natural conversation. Stores everything in a local SQLite database.

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.

outlook-mcp

An MCP server that gives AI agents structured access to a Microsoft Outlook mailbox through the Microsoft Graph API, with a deliberate constraint: agents can read and draft emails, but only humans can send.

KaliCart Global

Federated commerce search MCP server enabling AI agents to query real product offers, prices, and availability across independent WooCommerce stores without API keys or registration.

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.

Pexels MCP Server

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

nautli

A local memory server for AI agents that stores, digests, and recalls facts while merging duplicates, resolving contradictions via review cards, and forgetting junk.

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.

signoz-funnel-mcp

Provides MCP tools to create and query SigNoz trace funnels, enabling agents to measure their own step conversion rates from within the agent loop.

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.

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.

gnt MCP Server

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