发现优秀的 MCP 服务器

Weather MCP Server

Enables asking natural language weather questions; an LLM agent selects the appropriate live weather API tool and returns an HTML-formatted answer.

MCP DevTools Server

An MCP server that standardizes and binds development tool patterns, enabling AI assistants like Claude Code to generate code more efficiently with fewer errors and better autocorrection.

Vaulted MCP Server

Share encrypted, self-destructing secrets from your AI agent. Zero-knowledge E2E encryption. Agent-blind input sources (env:, file:, dotenv:) keep secrets out of LLM context.

tiktok-ads-mcp

Provides read-only access to TikTok advertising data, including campaigns, ad groups, ads, and performance reports through the TikTok Business API.

cork-defi

Enables interaction with the Cork DeFi protocol for reading live chain state, computing bit-exact math, building unsigned bundles and orders, and managing markets, all without signing or broadcasting.

GhostDesk

A virtual Linux desktop as an MCP server, shipped in Docker. Agents drive screen, mouse, keyboard across any GUI — browsers, IDEs, office suites, Wine/Windows apps, legacy software — many in parallel.

Gmail Guardian

Enables intelligent Gmail management, including email triage, newsletter classification, promotional email cleanup, summarization, filter suggestions, draft replies, and audit logging.

package-intel-mcp

Provides npm/PyPI package intelligence including health scores, vulnerabilities, dependency graphs, and download counts via an MCP server, with optional pay-per-call access over x402 for advanced health and batch endpoints.

MCPGate

A governed MCP server with OAuth 2.1 + PKCE, declarative tool scoping, row-level data filters, per-identity rate limits, and a tamper-evident audit trail.

memtree

Collects session JSONL from Codex and Claude Code into local SQLite memory, exposed through MCP with tools for memory context, search, get, put, forget, sleep, and status.

EDS Block Analyser MCP Server

Provides UI architecture analysis for converting Figma designs or web pages into reusable UI code blocks with effort estimation in CSV format.

uploop-vided MCP Server

AI-native video composition and VFX engine that exposes its capabilities as MCP tools, enabling AI agents to act as directors and create videos programmatically.

imessage-mcp

Connects Claude Desktop to iMessage on macOS, enabling reading conversations, searching messages, sending texts, and managing attachments.

KDB MCP Service

Enables AI agents to interact with KDB+ databases through standardized MCP tools, supporting full CRUD operations, schema introspection, and multi-database connections with connection pooling for efficient time-series and financial data management.

Bounce Watch MCP

Tracks buying and momentum signals for companies, such as funding rounds, senior hires, office openings, customer wins, and partnerships, with each event carrying its date.

WorkerLane MCP Server

Enables any MCP-compatible agent to manage coworker agents with task queues, human approvals, schema-validated handoffs, memory, and trace logging, with local-first storage in ~/.workerlane.

embedded-serial-mcp

A professional MCP server for serial port communication, enabling AI assistants to list, connect, send/receive data, and manage serial connections with embedded systems, IoT devices, and hardware debugging hardware.

MCP Agent Platform

A modular platform that enables LLM agents to discover, register, and execute both local tools and tools from external MCP servers, with REST APIs for server management and Streamable HTTP support.

Viagens de Servidores (Transparência)

Enables querying travel and expense information of Brazilian federal executive servants by CPF via the Transparency Portal. This read-only, hosted MCP server works with any MCP client and uses prepaid credits for consultations.

Weather MCP Server

Enables LLMs to retrieve 24-hour weather forecasts and city information through natural language queries using city names or coordinates.

lark-hermes-mcp

An MCP server that exposes Feishu/Lark capabilities as function tools to MCP-compatible agents like Hermes and Claude Desktop. It provides 57 tools for messaging, document management, calendar operations, and task management through both hand-written fallback tools and bridged OpenClaw SDK functionality.

mcp-hub

An extensible MCP hub that exposes internal services (chat, observability, RAG) as namespaced tools via FastMCP, with OpenAPI auto-generation, auth, and resilient error handling.

boardroom-mcp

Multi-advisor debate, institutional memory, trust scoring, and cognitive governance for AI agents, all running locally.

Godot MCP

151 MCP tools for AI to control the Godot 4 editor and running game, covering scene editing, scripting, signals, physics, particles, animation, and more.

Meet MCP Server

Provides access to Google Meet API for retrieving meeting data, transcripts, and recordings. Enables polling for new transcripts, background watcher notifications, and integration with Google Calendar events.

apache-atlas-mcp

Connects LLM agents to Apache Atlas for searching, tracing lineage, and managing metadata. Read-only by default, with optional write mode for creating entities and classifications.

arXiv MCP Server

Enables searching and retrieving arXiv papers by topic, fetching abstracts by paper ID, and saving markdown content to files. Includes examples of integrating MCP tools with Google Gemini for AI-powered paper research.

servicios-mcp

Read-only MCP server that exposes SAP Business One Service Layer and Cisco CCWR contract search APIs for querying sales orders, delivery notes, business partners, and service contracts, without modifying data.