发现优秀的 MCP 服务器

labs-catalog-mcp

Exposes an AI labs registry as MCP tools, enabling listing labs, retrieving lab details, and searching enterprise decisions.

SSAS MCP Server

A read-only MCP server for querying SQL Server Analysis Services (multidimensional cubes via MDX and tabular models via DAX) using Windows Integrated Security.

International Gambling Regulations MCP Server

Enables Claude to search, analyze, and provide detailed information about gambling regulations across multiple jurisdictions, starting with Denmark.

Anam MCP Server

Enables managing AI personas, avatars, voices, and sessions from any MCP client, for integration with Anam AI.

mcp-fastify-server

示例模型上下文协议 (MCP) 服务器

mcp-data-delaware

Query and explore Delaware Open Data datasets via Socrata API, including search, filtering, and metadata retrieval.

PostgreSQL MCP Server

Enables users to perform SQL query execution, schema exploration, and performance analysis on PostgreSQL databases through any MCP-compatible client. It prioritizes security with read-only protection by default and provides guided workflows for database documentation and optimization.

Typefully MCP Server

A Model Context Protocol server that enables AI assistants to create and manage Twitter drafts on Typefully, supporting features like thread creation, scheduling, and retrieving published content.

Product MCP Server

Enables natural language product management (CRUD) with multiple classification methods, including LLM-based and fast ML classifiers, for product creation, listing, updating, and deletion via a chat interface.

Agent Lab

Run and test agentic systems in isolated Docker sandboxes, varying system prompts, models, and task prompts while capturing full behavior traces via MCP tools.

imo-rules-mcp

Provides offline semantic search and reading of IMO maritime rules (SOLAS, MARPOL, STCW, etc.) to AI clients via MCP.

Cloudflare Email MCP Server

Manages Cloudflare KV namespaces and automates email processing from ProtonMail Bridge to structured KV storage with folder mapping.

Prizmad

Generate AI UGC video ads from any product URL in 5 minutes. Realistic AI avatars, natural voiceover, proven ad templates. No actors, no editing, no experience required.

MindPort MCP Server

Enables AI systems to store and search resources with fuzzy search, regex, and tag filtering, with domain isolation and prompt template management.

CMS Provider Data Catalog MCP

A remote MCP server that lets an LLM explore, query, aggregate, and benchmark the ~234 datasets in the CMS Provider Data Catalog — hospitals, dialysis facilities, nursing homes, home health, hospice, physicians, and more — in plain language.

Salesforce MCP Server (Extended)

Enables natural language interactions with Salesforce data, metadata, and reports, including report creation, discovery, and schema inspection.

NexBrowser MCP Server

Connects MCP clients to a local NexBrowser desktop app for browser automation, environment management, and session-isolated page inspection via the Model Context Protocol.

Document360 MCP Server

Enables access to Document360 knowledge base content through simple GET operations. Allows searching, browsing categories, and reading articles from Document360 projects using natural language.

SitePulsar MCP Server

Measures and improves how findable, readable, and usable a website is to AI answer engines and autonomous AI agents through hosted AEO audit tools.

Browser Controller

Gives MCP-compatible AI agents direct control of your real browser with existing sessions, logins, and cookies. Supports multiple agents concurrently with tab targeting.

clockify-mcp

MCP server for Clockify time tracking, enabling CRUD operations on workspaces, projects, tasks, clients, tags, users, and time entries.

Kali MCP Server

Production-grade MCP server that exposes Kali Linux penetration testing tools to AI agents, enabling automated reconnaissance, web application testing, vulnerability assessment, and more.

K-Beauty MCP Server

Provides comprehensive Korean Beauty information through real-time web search, AI-powered skin analysis from photos, and curated knowledge of 58+ K-Beauty brands, ingredients, and personalized skincare routines.

Cryptair MCP Server

Enables AI agents to certify documents, prove agreements, and verify counterparty claims with on-chain receipts on Hedera Hashgraph. Provides tools for document certification, two-party attestation, and agent registration with zero-config setup.

MCP GitHub Dashboard

A comprehensive GitHub project dashboard for MCP that monitors multiple repositories, pull requests, issues, deployments, and health status through AI assistants.

EdgeOne Geo MCP Server

Enables AI models to access user geolocation information through EdgeOne Pages Functions, allowing location-aware AI interactions.

roiq-os-mcp

Lightweight connector to operate ROIQ OS from Claude Code, enabling management of spaces, pages, boards, tables, cards, scripts, and more within token-based permissions.

mcp-google-oauth

A remote MCP server with Google OAuth authentication, deployable to Cloudflare Workers, that provides tools accessible after signing in with Google.

Azure MCP Server

Integrates Azure cloud services with GenAI applications via the Model Context Protocol, enabling comprehensive Azure API coverage with enterprise-ready features.

enhx-memory

A persistent, project-scoped memory layer for AI coding agents, providing 39 tools for capturing, searching, deduplicating, relating, and maintaining memory records across long-running coding sessions.