发现优秀的 MCP 服务器

Weather MCP Server

Provides tools to fetch real-time weather data from the National Weather Service API, allowing users to retrieve weather alerts by state and detailed forecasts by coordinates.

LLM-Wiki-MCP

Local knowledge base built from PDF lecture slides on Agentic Coding, exposed as an MCP server with search, page retrieval, and query tools.

uml-search-mcp

Enables searching across UMass Lowell domain for people, website content, places, news, and parsing URLs into markdown.

MCP Analytics Server

Enables AI agents to discover and execute analytical queries on a DuckDB dataset through typed MCP tools, with guarded read-only SQL support for complex calculations without direct database access.

Memory-DB MCP Server

A lightweight vector-based memory system for AI agents with tools to store, semantically search, and delete memories, using your own embedding model.

orcatrace-mcp

MCP server for OrcaTrace, a pay-per-call Polymarket intelligence feed for AI agents. It provides tools to track smart money, whale entries with calibration, market repricings, and digests across 42K prediction markets, with payments settled via x402 on Base.

umeng-openapi-mcp-server

MCP server for 友盟 U-App mobile analytics, enabling AI agents to query app statistics, retention, channels, versions, custom events, and more via the OpenAPI.

dsh-mcp-bridge

In-process DeepSeek Harness plugin that exposes a local Streamable HTTP MCP server, allowing MCP clients like Codex to submit tasks executed by DSH child agents using DSH's existing tools.

Azure DevOps MCP Server by CData

Azure DevOps MCP Server by CData

TailOpsMCP

A control plane gateway for managing distributed infrastructure through MCP, enabling centralized SSH, Docker, and HTTP target management with capability-based authorization and policy enforcement.

db_mcp

Enables searching and retrieving full text and translations from the Korean Classics Database (ITKC), including collections such as the Annals of the Joseon Dynasty, Seungjeongwon Ilgi, Ilseongnok, and more.

Emercoin MCP Server

Provides complete HTTP/JSON access to all 100+ Emercoin RPC endpoints with integrated formatting utilities. Enables blockchain operations, name system management, wallet functions, and mining operations through a comprehensive REST API interface.

SharePoint Bridge

Controls SharePoint through natural language via Microsoft Graph API, enabling querying, creating, updating lists/items, and triggering Power Automate flows.

arbor

Arbor is a local-first, high-performance developer tool designed to bridge the gap between static code analysis and AI-driven development.

MCP SGF Server

Enables processing of SGF (Smart Game Format) files to extract comprehensive game information and generate customizable visual board diagrams in PNG or SVG formats with multiple themes.

colab-mcp

Enables agents to control Google Colab notebooks through a secure, headless WebSocket architecture, allowing cell creation, editing, execution, and inspection without browser automation.

GROWI MCP Server

MCP server to connect AI models to GROWI Wiki with bearer authentication, enabling page, tag, revision, and share link operations.

@remember-md/mcp

Enables semantic search and retrieval from your local markdown brain (Remember.md) via MCP tools, running entirely offline with local embeddings.

RedAlert MCP Server

An intelligent game assistant for Red Alert, based on LangGraph and MCP, providing asynchronous architecture and multimodal AI control for game strategy, production, and combat management.

Hermes Time MCP

Provides real-time time awareness to Hermes Agent by exposing date, time, and timezone tools through MCP, enabling on-demand temporal queries.

creative-storyteller

Connects to local LM Studio models to generate highly creative, imaginative stories with customizable genres, tones, and word counts.

Universal Hardware Runtime Platform

Enables AI agents and humans to control various hardware boards (ESP32, Arduino, Raspberry Pi, etc.) through a unified API via MCP, with real-time dashboard support.

xe-mcp

An MCP server for the Xe Currency Data API that brings live FX rates, historical analysis, and quant-flavored tools into AI tools, working out of the box with zero credentials via Frankfurter/ECB data.

websearch-mcp

Semantic web search MCP server that navigates the live web using a cheap LLM and local embeddings, caching results for fast responses to similar queries without relying on general search engines.

Healthcare OpenData MCP

Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministry of Health and Welfare procurement) via MCP tools, enabling natural language queries and data analysis.

orchestrator-mcp

Multi-model agent orchestration MCP server that enables plan-code-review-deliver pipelines with configurable providers and models.

Tempo MCP Server

Enables querying Grafana Tempo traces and spans with flexible filtering, including TraceQL queries, tag-based filters, duration ranges, and aggregated statistics.

veiled-stars

Enables AI assistants to interact with a personal tarot journal: search past readings, draw card spreads, and record interpretations and reflections with a local SQLite database.

Bear MCP Server

Enables Claude Code to interact with Bear notes on macOS, supporting create, search, update, delete, open notes, and tag management via natural language.

Shodan MCP Server

Integrates Shodan search capabilities into MCP-compatible applications for discovering internet-connected devices. Enables domain searches, IP lookups, and advanced queries to identify exposed services, infrastructure mapping, and security analysis.