发现优秀的 MCP 服务器

Chinese Tourism Spots MCP Server

Provides tools to retrieve, visualize, and analyze Chinese scenic spot data by province/city, and generate/publish travel content to Xiaohongshu (Little Red Book) with automated posting capabilities.

gmap

Enables resolving places from URLs or text, confirming candidates, and saving them to the correct regional Google Maps saved lists with optional notes.

heungbu-gra

AI motivation MCP that automatically injects praise after commands, providing tools like get_praise, motivate, and praise_pool in Korean or English. Boosts reasoning and execution by giving encouragement styled after Korean drama.

mcp-foresea

Calibrated probability forecasts for any resolvable question — with evidence, prediction-market edge (Polymarket/Kalshi), and a live resolved track record.

GitHub Project MCP Server

Enables management of GitHub projects and issues using GitHub's GraphQL API. Supports creating/updating issues with images, managing labels and assignees, organizing ProjectsV2 boards, and updating project item statuses.

dangerous-skills-mcp

A TypeScript MCP server delivering a vendored 'dangerous skills' corpus and adversarial fixtures over MCP for security-research testing, supporting SEP-2640 skill delivery with archive-safety hardening.

Infracost MCP Server

Enables Claude to interact with Infracost for Terraform cost estimation and cloud governance. Supports generating cost breakdowns, comparing configurations, creating tagging policies, setting up cost guardrails, and posting cost comments to PRs.

supermem

MCP server providing persistent AI memory with four-tier retrieval (SQLite FTS5, graph, vector, LLM agent) to give AI assistants structured, long-term memory without RAG.

AlgoChains MCP Server

Enables AI assistants to interact with a complete trading infrastructure, including live futures bots, real market data, backtesting, and copy-trading signals. Supports 503 tools across 20 domains, from market data to order execution, with zero synthetic data.

Qdrant Neo4j Crawl4AI MCP Server

Enables autonomous orchestration of vector search, knowledge graph queries, and web crawling through a single MCP interface, providing agentic RAG capabilities for AI assistants.

AWS MCP Audit

Enables read-only assessment of AWS environments by inventorying resources, running security and operational checks, and generating actionable reports with cost analysis. Designed for contractors with support for assume-role authentication using external IDs.

Martin MCP Toolbox

A multi-modal AI toolbox based on Model Context Protocol, integrating Zhipu GLM, Pollinations.AI, SiYuan Notes, and Perplexity web search to enable image/video analysis, image/text/audio generation, note management, and intelligent web search.

fallstore-mcp

Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and resources, enabling MCP clients to perform folding, classification, and operation tasks.

Weather MCP

Enables users to get real-time weather information for any city in the world. Provides current temperature and weather conditions through a simple city name query.

realty-pipeline

Automates real estate content creation from a keyword or news article, generating blog posts, YouTube scripts, SNS content, and thumbnail prompts, saved as a markdown file.

mcp-db-schema-tools

Database schema management MCP server for Claude Code, enabling natural language management from business requirements to complete databases.

mcp-fbi-artcrimes

Provides access to the FBI National Stolen Art File (free, no auth) for querying stolen art data through natural language.

mcp-excel

Enables querying Excel and CSV files using SQL via natural language, allowing AI assistants to analyze data without manual SQL writing.

codepic

Lets AI coding agents generate editable hand-drawn diagrams directly in CodePic, with support for templates and iterative updates.

Crypto Funds MCP

An MCP server that provides AI agents with structured, real-time data on cryptocurrency investment funds, enabling deeper due diligence and portfolio intelligence.

Telegram MCP Server

An MCP server for interacting with Telegram bots and channels using the Telegraf library. It allows AI agents to send messages, manage channels, forward content, and intelligently respond to Telegram conversations.

@erplinker/bigcommerce-mcp

Provides AI assistants with comprehensive, precise BigCommerce developer documentation via 12 MCP tools, including REST endpoints, GraphQL operations, webhooks, OAuth scopes, and code examples.

Generative-UI-MCP

Enables AI models to generate interactive visuals including charts, diagrams, UI mockups, and SVG graphics from plain text prompts. This Windows-based MCP server serves as an intermediary to bridge AI tools with visual output capabilities.

pdftomarkdown

Convert PDFs, Word documents, Excel/CSV files, and YouTube videos into clean, structured Markdown for AI agents, LLMs, and knowledge tools.

Gmail MCP Server

镜子 (jìng zi)

agentfeed-algo

MCP server for the agentfeed-algo x402 API, enabling paid per-call access to cross-venue liquidation data on Algorand. Provides tools to query liquidation volumes, cascade scores, symbol coverage, exchange integrity, and manage payments from your own Algorand account.

bumi-digital-mcp

MCP server for Bumi Digital that enables AI image, video, and audio generation and upscaling directly from MCP-compatible assistants like Claude Desktop and Cursor.

Companies House MCP

Enables looking up UK companies, officers, ownership, filings, and running due diligence checks via the Companies House API, usable from AI tools like Claude or Cursor.

Personal Assistant MCP Server

A FastMCP server that exposes tools for news aggregation, financial market data, fitness tracking, Spotify music data, and email notifications, usable directly from Claude via the Model Context Protocol.