发现优秀的 MCP 服务器

sparksheets

Enables AI-powered document platform integration for Claude Code, Cursor, and Cline, providing session management, knowledge base, usage tracking, sheet operations, and Spark AI features.

OpenSearch MCP Server

A Model Context Protocol server that enables querying and analyzing Wazuh security logs stored in OpenSearch, with features for searching alerts, getting detailed information, generating statistics, and visualizing trends.

Digital Persona Memory MCP Server

Builds a searchable memory bank from persona-specific PDF content and exposes it as an MCP tool for querying.

CAD-Query MCP Server

Enables conversational 3D modeling by providing CAD-Query functionality to validate parametric 3D models against criteria and export to STL/STEP formats for 3D printing and CAD applications.

google-ads-mcp-cloudflare

Read-only MCP server that connects Google Ads to Claude via Cloudflare Workers, supporting account/campaign/ad reports, keywords, search terms, and GAQL queries with OAuth 2.1 authentication.

EdgeOne Geo Location MCP Server

Enables AI models to retrieve user geolocation information using EdgeOne Pages Functions through the Model Context Protocol, providing location data in JSON format for context-aware applications.

squad-mcp

Exposes the squad-dev workflow as deterministic MCP tools, enabling task classification, risk scoring, specialist reviewer selection, and advisory verdict consolidation for code changes.

MCP Lab Workshop

An interactive MCP server for controlling a live dashboard deployed on Cloudflare Workers, enabling real-time updates to features, stats, and messages via MCP tools.

Toast MCP Server

Enables AI assistants to manage restaurant operations by integrating with Toast POS, including orders, menus, employees, payments, inventory, and reporting through 50+ tools and 18 React apps.

Google Search MCP Server

Provides advanced Google Custom Search functionality, web content extraction, and specialized research tools such as search analytics, multi-site search, and fact checking. Works as an MCP server compatible with any MCP client.

speaker-context-layer

Local MCP server for private, consent-based speaker identification and attribution, with per-language voiceprints and calibrated match thresholds. It lets AI assistants know who is speaking in a room or transcript without cloud services.

quantum-quote-mcp

Enables authoring and managing Quantum quotes via Claude Code, including listing, viewing, and publishing new versions through the platform's API.

Neural-Stimulus

An MCP server that provides persistent semantic memory for LLMs by building a concept graph with vector search. It enables storing, linking, and retrieving concepts across conversations using Turso vector search and 256-dimensional embeddings.

MCP Weather Server

Provides comprehensive weather information including current conditions, 7-day forecasts, and air quality data for any city worldwide using the Open-Meteo API. Features real-time weather data, hourly forecasts, sunrise/sunset times, and European Air Quality Index with human-readable descriptions.

flo-plugin

Integrates Flo's AI-powered media automation into Claude, enabling tasks like quality control, content moderation, delivery validation, and asset search via slash commands and MCP tools.

Care Mate AI MCP

Enables AI-driven post-discharge patient monitoring and care coordination through tools for symptom triage, recovery tracking, exercise recommendation, and clinical reporting.

Meta Ad Library MCP

Production MCP server for querying the official Meta Ad Library API to search and retrieve ads data without scraping.

JIRA MCP Server

An MCP server that provides tools to interact with JIRA for sprint management, issue tracking, and attachment handling.

BareMCP

Enables AI assistants to manage BareCommerceCore e-commerce stores through 46 tools covering products, orders, customers, categories, pages, media, webhooks, and analytics. Uses secure OAuth authentication without requiring API keys in chat.

@aiwerk/mcp-server-cal

Connects AI assistants to Cal.com for managing bookings, event types, and availability through natural language.

makeleaps-mcp

Unofficial MCP server to operate MakeLeaps clients, quotes, and invoices from LLMs via the MakeLeaps API, with local execution and no telemetry.

MCP Memory with Redis Graph

MCP 服务器用于长期记忆图

tavily-mcp-python

Tavily MCP Server implementation that uses fastmcp and supports both sse and stdio transports. It also supports more up to date functionalities of Tavily.

Cerebrito MCP Server

MCP server that exposes the knowledge base of the Cumplimiento Digital project, allowing AI agents to query KB entries, project status, endpoints, and glossary via MCP tools.

mcp_quote_server

Enables users to list quote categories and retrieve random quotes from a local JSON file via MCP tools, with no API key required.

Outlook MCP Python

A Python-based MCP server for Microsoft Outlook integration using Microsoft Graph API, enabling email reading/sending, calendar management, and contact operations through Claude Desktop.

Tattoo Feed

An MCP server that lets an LLM client browse and curate posts from a hand-picked list of Instagram tattoo artists via Instagram's Business Discovery API.

MCP Dual-Cycle Reasoner

A Model Context Protocol server that empowers AI agents with metacognitive monitoring to detect reasoning loops and provide intelligent recovery using case-based reasoning and statistical analysis.

brewpage-mcp

MCP server for BrewPage, a free no-signup hosting service. Lets AI agents publish HTML, Markdown, JSON, files, or a full multi-file static site and get a public URL instantly via a REST API.

Maple Cart MCP

Enables e-commerce shopping assistant capabilities including product search, cart management, payment processing, and order fulfillment via MCP tools.