发现优秀的 MCP 服务器

automate-idea-to-social-mcp

Enables publishing content to multiple social media platforms (YouTube, Twitter, Facebook, Instagram, TikTok, Reddit, Blog) through automation agents, with task management and system validation.

einvoice-mcp

MCP server for DACH e-invoicing. Create XRechnung (UBL) and ZUGFeRD 2.3 (Factur-X CII) invoices, validate against EN 16931 rules, extract data from XML, and convert between UBL, CII and JSON formats.

AI Act Companion

An MCP server that provides tools for deterministic EU AI Act risk classification and documentation generation, enabling human-in-the-loop AI system assessments inside Claude Code.

tldraw-mcp-app

Provides a standalone MCP server for tldraw diagrams, enabling clients to create, edit, and persist multiple canvases over Streamable HTTP with semantic protocol v2.

TrustLens

A pay-per-call MCP server that evaluates AI agents on the OKX.AI marketplace, providing a hiring-trust score, grade, and breakdown based on review authenticity, sales velocity, and price fairness.

confluence-mcp-server

Integrates Confluence with Claude Desktop, enabling natural language search, content retrieval, and space navigation for Confluence documentation.

mcp-mail-server

Enables AI assistants to read, search, and manage email via IMAP, and send emails with attachments via SMTP, using natural language commands.

dagster-mono-mcp

A lightweight MCP server providing a single tool to interact with Dagster instances via its GraphQL API for managing runs and logs. It features minimal token overhead and optional Cloudflare Access authentication for secure deployments.

MyCareersFuture MCP Server

Enables users to search for job opportunities in Singapore through the MyCareersFuture public API. Provides live job search dashboards with rich UI components for exploring software engineering and other job openings.

mcp-eur-lex

Enables searching and quoting EU legislation with verifiable EUR-Lex citations, including GDPR, NIS2, DORA, and the EU AI Act.

Canvas LMS MCP Server

Enables Claude to interact with Canvas LMS to manage coursework, track assignments, and view grades through natural language. It supports comprehensive academic tasks including checking rubrics, participating in discussion boards, and submitting assignments.

sbwsz

A server based on Model Context Protocol (MCP) that provides query and search functions for Chinese card information of Wanzhi brand.

io.github.tarazou9/garnet-mcp

An MCP server that provides long-term semantic memory via Garnet Vector Sets, enabling agents to store text embeddings and retrieve relevant context across sessions. It exposes tools for storing, recalling, and managing memories using pluggable embedding providers.

LeadBrew MCP Server

Enables AI assistants to search and retrieve B2B leads and company data from the LeadBrew database, including contact details and company information.

mcp-spotify

Enables AI agents to create, manage, and populate Spotify playlists using the Spotify Web API.

flighttrack

MCP server for monitoring flight prices: users can track flights, set price thresholds, receive Telegram alerts on drops, and query current tracked flights and historical price trends via natural language.

dooray-mcp-js

Dooray MCP server for interacting with Dooray services such as messenger, calendar, project, and posts. Supports operations like reading, creating, and updating posts, comments, and files.

founder-decision-agent-mcp

Enables founders to evaluate startup ideas with evidence-calibrated reports, manage portfolios, and access evaluation history through natural language.

Unstop MCP Server

Enables users to discover and search for Unstop hackathons through features like filtering, location-based discovery, and detailed event enrichment. It provides MCP tools and prompts that allow LLMs to compare events, plan searches, and access cached data for fast lookups.

XRP Ledger Testnet MCP Server

Enables AI systems to interact with the XRP Ledger Testnet, supporting XRP payments, token operations, NFTs, escrow, DEX trading, and more.

MapNetwork MCP Server

Generate styled map images (PNG/SVG) for any location, with customizable color themes and walking/driving routes, directly from Claude or any MCP-compatible AI assistant.

mcp-flickr-public

Keyless access to Flickr public feeds, enabling retrieval of recent public uploads, user photos, and group photos via MCP tools.

weather-mcp

Enables users to get real-time weather data and contextual natural-language insights for any city by combining OpenWeather API with a RAG pipeline and Groq LLM, and can be used via MCP clients like GitHub Copilot.

Nina Advanced API MCP

A protocol server enabling AI agents to control astrophotography equipment through the N.I.N.A. (Nighttime Imaging 'N' Astronomy) software, allowing for natural language command processing of cameras, mounts, focusers, and other astronomy equipment.

Deep-Co

一个用 Compose Multiplatform 编写的 LLM 聊天客户端。

polymarket-mcp-server

Provides read-only access to Polymarket prediction markets, enabling searches, order book inspection, price history, reward market rankings, and trader activity via natural language.

Astral MCP

Precision-audited astrology MCP for natal charts, transits, synastry and moon phases. No API key.

MCP server for io.livecode.ch

将 io.livecode.ch 作为 MCP 服务器运行。

Local MCP CRM

A local-first CRM that exposes customer and project management tools via the Model Context Protocol (MCP), including an analytics server. It integrates seamlessly with Claude Code or a custom LlamaIndex ReAct agent.

folder-mcp

Enables LLMs to securely read, search, and analyze local file systems through the Model Context Protocol. Provides tools for listing files, pattern-based searching, and reading file contents with built-in security validation.