发现优秀的 MCP 服务器

sourcegraph-mcp

MCP server exposing Sourcegraph's AI-enhanced code search capabilities to coding agents, enabling advanced code search, repository discovery, and content fetching.

video-research-mcp

45-tool MCP server for video analysis, deep research, content extraction, web search, and Weaviate knowledge storage. Powered by Gemini 3.1 Pro.

mcp-tts

Adds text-to-speech capabilities to Cursor IDE, allowing your AI assistant to speak responses, summaries, and explanations out loud using OpenAI or ElevenLabs.

necl-hn-mcp

Provides AI agents with access to Hacker News data including top stories, story details, comment threads, and full-text search for content research and trend monitoring.

MCP News Collector

A Model Context Protocol server that collects and analyzes Korean stock market news in real-time, providing investment insights through AI-based analysis of sentiment, market impact, and rumor detection.

Slack MCP Server

Enables comprehensive Slack workspace automation and management through the Slack API. Supports messaging, channel management, analytics, file uploads, polls, user management, and advanced features like scheduled messages and bulk operations.

FRED Economic MCP Server

Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, enabling users to search, retrieve, and analyze economic indicators like GDP, unemployment, inflation, and interest rates through natural language queries.

haki-ya-kazi-mcp

Enables querying Kenya labour rights including minimum wages, dismissal procedures, maternity/paternity leave, trade union directories, and labour court guidance.

Polyglot

An MCP server that provides standardized translation services across six languages (Arabic, Chinese, English, French, Russian, Spanish) using Claude Sonnet 3.5, with support for different domains and formality levels.

mcp_ruvds.com

MCP server for creating and managing VPS in RUVDS via API v2. Provides tools for Cursor and other MCP clients: server list, catalog, create/change VPS, balance, actions, SSH keys, notifications, payments.

MCP Gemini Server

Enables Claude Desktop to interact with Google's Gemini API, allowing users to query Gemini models directly or facilitate conversations between Claude and Gemini with conversation history management.

AppFlowy Cloud MCP Server

Enables interaction with the AppFlowy Cloud API to manage workspaces, databases, and row operations. It provides tools for authentication, resource discovery, and full row manipulation including creation and upserts.

shaddai-mcp

MCP server that provides 7 specialized agents with RAG knowledge bases, allowing Claude to search and ask domain-specific questions and route tasks to the appropriate agent without API keys.

@hauntapi/mcp-server

Web extraction MCP server for AI agents. Extract structured data from any URL with built-in Cloudflare bypass, JavaScript rendering, and intelligent parsing. Returns clean markdown or JSON.

data-novascotia

Enables searching and querying the Nova Scotia Open Data catalog via Socrata SoQL. Provides tools to find datasets, query data, and get metadata by resource ID.

mdb-mcp

MCP server for mdbrowse that enables agents to fetch, search, and browse web pages as clean, token-efficient markdown with provenance, caching, and structured navigation.

Reference MCP Server

A demo MCP server for validating security scanning capabilities, featuring intentional security anti-patterns such as email exfiltration, SSRF, and hardcoded fake secrets.

KIMAI MCP Server

Enables LLMs to interact with KIMAI 2 time tracking for managing timesheets, projects, activities, customers, and generating reports.

PictMCP

Provides pairwise test generation for AI assistants using the PICT algorithm, running locally via WebAssembly.

mcp-ups

MCP server for UPS package tracking and shipping services using browser automation. Supports tracking packages, getting shipping rates, finding locations, and scheduling pickups.

mcp-ipaddress

Provides IP address utilities including parsing and classification of IPv4/IPv6 addresses and CIDR block information.

gamma-mcp

Enables AI-powered generation of presentations, documents, social posts, and webpages via Gamma.app.

FCA MCP Server

AI-powered regulatory intelligence for financial services, enabling conversational access to live FCA Register data through natural language queries.

Atlas

A local-first codebase intelligence layer for AI coding agents, providing a persistent, queryable model of a repository via an MCP server and CLI to enable structure queries instead of reading many files.

Familiar Tarot MCP Server

Provides free tarot card readings for AI assistants with real deck shuffles, multiple decks, and spreads, enabling reflective practice rather than fortune-telling.

aleostudio MCP Server

A lightweight MCP server providing utility tools for math, text processing, data conversion, and URL fetching. It supports both STDIO and SSE communication modes for seamless integration with Claude Desktop and remote AI agents.

GitHub Calendar MCP Server

Enables AI assistants to interact with GitHub project boards as calendar events, analyze team workloads, and provide scheduling insights. Supports team status tracking, workload distribution analysis, and smart task assignment recommendations.

Korean Capital Gains Tax Advisor MCP Server

Validates and calculates Korean capital gains tax on real estate transactions with explanation. Supports multiple ownership types, exemptions, and detailed tax breakdowns.

walmart-mcp

A MCP server for Walmart Marketplace and Affiliate APIs, enabling sellers to manage items, inventory, prices, and orders, and consumers to search, lookup products, reviews, and store locations.

agents-mcp-gateway

Secure localhost MCP gateway that exposes project-scoped file/Git/search tools and controlled CLI agent adapters (Codex, Claude) with fixed argv for safe Windows-native agent work.