发现优秀的 MCP 服务器

TWSE MCP Server

Provides real-time access to Taiwan Stock Exchange market data, financial reports, and trading analytics. It enables users to query stock prices, market indices, and corporate profitability metrics through natural language.

Slack MCP Server

An MCP server that enables AI agents to search and retrieve messages within a Slack workspace using the Slack Web API. It supports specific channel filtering and includes built-in rate limit handling for efficient message discovery.

USASpending MCP Server

Enables research of federal contract awards, market opportunities, and competitive landscapes using the USASpending.gov API. It provides specialized tools for AI agents to analyze government spending trends, identify incumbents, and search contractor details.

Happy MedBox MCP Server

An MCP server for managing a home medicine box, enabling AI assistants to query medicines, recognize images, compute expiry dates, and get medication advice via stdio JSON-RPC.

Weather Forecast MCP Server

Provides weather forecast data for any location using the Open-Meteo API, returning temperature, precipitation, cloud cover, humidity, and wind speed for specified date ranges.

dehashed-mcp

An MCP server that wraps the DeHashed breach-data API, exposing endpoints as tools with server-side API key management, RBAC/ABAC authorization, and structured Docker logging.

llmstxt-doc-search

Live, ranked search across any number of llms.txt documentation sites - Strands, Kiro, the AWS guides, and whatever you add at runtime.

starlink-enterprise-mcp

A hosted MCP server that enables AI agents to interact with the Starlink Enterprise API using service accounts, with transparent OAuth token management and 55 auto-generated tools.

Capacities MCP Bridge (Unofficial)

Enables interaction with the Capacities.io note-taking API via MCP, supporting operations like searching content, saving weblinks, and appending to daily notes.

Fastmail MCP Server

Enables AI models to interact with Fastmail accounts via the JMAP API through the Model Context Protocol. It supports managing emails, accessing usage analytics, and performing account operations using secure token-based authentication.

mcp-server-matrix

Enables AI assistants to interact with Matrix, the open decentralized communication protocol, allowing them to send and read messages, manage rooms, and perform other Matrix operations through natural language.

Virtualize

Free, cross-platform VM orchestration for AI workflows with built-in MCP integration, sandboxed code execution, and compliance-ready architecture (SOC 1/2/3, HIPAA, ISO 27001).

fundgraph

An MCP server that gives investment teams an entity-resolved knowledge graph of people and organizations, enabling graph-based retrieval like warm introductions and relationship analysis from scattered data sources.

ComfyMCP Studio

Generates 2D game assets (sprites, icons, tilesets, characters, animations) using AI workflows powered by ComfyUI with support for viewpoint control, style presets, and Unity export.

Aboard

Five read tools plus four gated write tools that open a PR to review; nothing auto-merges. Published as JSON-LD against a versioned schema. npx aboard-mcp-server, or hosted at https://aboard.untype.me/mcp

mcp-server-docker

mcp-server-docker

Download MCP

Enables AI models to manage file downloads with multi-threading, progress monitoring, and task control through standardized MCP interfaces.

graph-query-mcp

Enables fast, targeted queries against an Obsidian vault knowledge graph using tools like search, neighbor traversal, and pathfinding, without needing to load the full graph into LLM context.

Secure MCP TypeScript Server

Enables authenticated user profile retrieval via the 'whoami' tool, using OAuth2 and Asgardeo.

handshake-mcp

Enables AI assistants to search and apply for jobs on Handshake, track applications, and research employers using your browser session.

Enhanced Browser MCP Server

An enhanced browser automation MCP server that solves token limit issues through intelligent semantic compression, enabling universal web automation with context-aware snapshot modes.

Doorstop MCP

Enables interaction with the Doorstop requirements management framework, allowing users to create, edit, link, and review requirement items and documents through natural language commands.

mcp-xiv-clientstructs

An MCP server that indexes the FFXIVClientStructs C# library and exposes it as searchable tools for any MCP-compatible AI assistant, useful when writing Dalamud plugins.

json-promptor-mcp

An MCP server that converts raw text prompts into structured JSON prompts using heuristic keyword extraction — no API keys required.

mimo-vision-mcp

An MCP server that uses Xiaomi MiMo v2.5 multimodal model to provide image recognition capabilities (description, multi-image analysis, OCR, and image info validation) for text-only main models like deepseek-v4-flash, accepting local paths, URLs, file://, and base64 data inputs.

session-recall

Enables searching and browsing past Claude Code sessions via hybrid FTS5 and vector search, with tools for session search, drill-down, coverage, and health reporting.

depwire

Code dependency graph and AI context engine. 10 MCP tools that give Claude, Cursor, and any MCP client full codebase context — impact analysis, dependency tracing, architecture summaries, and interactive arc diagram visualization. Supports TypeScript, JavaScript, Python, and Go.

xcode-pilot-mcp

A comprehensive MCP server for iOS/macOS development that gives AI assistants full control over Xcode build, test, simulator management, and app deployment.

Markdown RAG Documentation

Enables semantic search over local Markdown documentation using hybrid retrieval combining embeddings, keyword search, and graph traversal with automatic file watching and zero-configuration setup.

Harvester MCP Server

用于 Harvester HCI 的模型上下文协议 (MCP) 服务器