发现优秀的 MCP 服务器

EdgeLake MCP Server

Enables AI assistants to query and explore distributed data across EdgeLake nodes through SQL operations, resource discovery, and schema inspection. Supports complex queries with joins, aggregations, and metadata fields across multiple databases and tables.

RulesetMCP

Provides AI agents with queryable, version-controlled project rules and coding standards. Enables validation, rule-based guidance, and task summaries to keep AI work aligned with your project's conventions without repeating context.

mcp-testbed

Provides an isolated workspace for testing candidate code, runs tests, and returns deterministic pass/fail verdicts. Enables automated grading of software engineering solutions by ensuring reproducible test runs.

Google Health Broker

Self-hosted multi-user Google Health OAuth broker and read-only Agent API with remote MCP support. Enables users to connect their Google account and grant agents secure access to activity, sleep, heart, HRV, SpO2, and other health metrics via revocable per-token authentication.

Garmin Connect China MCP Server

Enables AI assistants to read Garmin health and fitness data from the Chinese version (garmin.cn) via MCP protocol.

HireSignal

MCP server that turns live job postings into buying signals for B2B sales, enabling AI agents to find in-market accounts and time outreach based on hiring intent.

GSAP MCP Server

Enables Claude Code to create and manage GSAP animations, including timelines, scroll triggers, and performance optimization.

intelica-mcp

Competitive intelligence for AI agents — analyze any URL or company description and get structured JSON with positioning, pain points, competitors, and unique market angles. Payments via x402 protocol ($0.05 USDC on Base mainnet), no accounts required.

Oracle DB Context

Provides contextual Oracle database schema information to AI assistants, enabling them to understand and work with large databases containing thousands of tables. Supports multi-database connections, smart schema caching, table lookups, and relationship mapping.

Mnemexa MCP

Provides persistent, self-optimizing memory for AI agents, enabling them to remember preferences and context across sessions and share knowledge across multiple agents.

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling connection to AI Playground and Claude Desktop.

MCP Google Workspace

Enables comprehensive management of Google Calendar, Contacts, and Gmail through AI systems. Supports full CRUD operations including creating/updating/deleting events, managing contacts, sending emails, organizing with labels, and batch operations with OAuth2 authentication.

Basic MCP Server

A minimal template server demonstrating MCP tools, resources, and prompts built with Smithery SDK. Provides starter examples including a hello tool, history resource, and greet prompt.

image-convert-mcp

MCP server for converting images to WebP and AVIF formats with batch processing and parallel execution.

Ableton MCP Extended

Control Ableton Live using natural language via AI assistants like Claude or Cursor.

shadcn-mcp-server

Enables AI agents to dynamically install shadcn UI components into a mounted project workspace.

Kiwify MCP Server

Enables querying Kiwify sales, subscriptions, products, and affiliates via the official API. Read-only access for viewing data.

LinkedIn Ads MCP Server

Enables management and analysis of LinkedIn ad campaigns, including listing accounts, campaigns, creatives, and retrieving analytics, through natural language queries.

ID Generator MCP

Provides AI assistants with capabilities to generate collision-resistant unique identifiers using UUID v4 and CUID2 algorithms.

falladviser-v2-mcp

MCP server exposing UK financial adviser calculations (tax, IHT, pensions, portfolios) to any MCP-capable client.

mcpmonorepo

在单体仓库中用于 MCP 服务器的测试平台

Slack MCP Server

A Model Context Protocol (MCP) server for Slack workspace integration. This server allows AI assistants to interact directly with your Slack workspace, providing tools to manage channels, send messages, list users, and upload files.

Symbol Delta Ledger

Enables AI coding agents to efficiently query code context via a symbol graph, reducing token usage by up to 20x.

KRDS MCP Server

Provides Korean government design system (KRDS) guidelines to AI models via MCP, enabling AI assistants to comply with KRDS standards when developing government websites and digital services.

fastcontext_explore

An MCP server that wraps Microsoft's FastContext as a read-only repository exploration subagent, enabling coding agents to delegate broad code searches and receive compact file:line citations.

Qdrant MCP Server

Provides semantic search capabilities using Qdrant vector database with multiple embedding providers, including hybrid search, code indexing, and git history search. Adds optional time-based recency scoring to search results.

postgres-mcp

A Python MCP server that provides PostgreSQL database connectivity for Text-to-SQL workflows, enabling AI agents to explore schemas and execute parameterized SQL queries across multiple data marts.

Memorium

Enables AI assistants to have persistent long-term memory by automatically storing and retrieving important information via MCP tools.

Meta Ads MCP Server

Enables management and analysis of Meta (Facebook/Instagram) ads through natural language conversations, with 30 tools for reading and writing ad data.

DaVinci-Resolve-MCP

A stdio MCP server for DaVinci Resolve on macOS, enabling project control, timeline navigation, frame capture, grade application, and validation through the official Resolve scripting API.