发现优秀的 MCP 服务器

Draw.io MCP Server

Enables AI agents to programmatically create, modify, and analyze Draw.io diagrams through the Model Context Protocol. Supports generating architectural diagrams, flowcharts, and visualizations with bidirectional communication between AI systems and Draw.io.

Excel MCP Server

镜子 (jìng zi)

mt-eli-mcp

Provides access to Maltese legislation via ELI coordinates, fetching metadata and full text from the official legislation.mt portal.

browser-mcp

A powerful MCP server for UI designers and developers to extract, analyze, and clone website front-end code (HTML, CSS) with pixel-perfect accuracy using browser automation.

tabby-mcp

Enables interaction with Tabby BNPL platform for managing checkout sessions, payments, captures, refunds, and voids.

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.

mcp-foresea

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

higgsMCP

Enables automating AI beauty influencer workflows—character creation, ad production, and Instagram posting—via MCP-connected Claude.

gomoku-mcp-server

Enables AI agents to play Gomoku (五子棋) against each other through MCP tools, including creating rooms, joining games, making moves, and viewing board states.

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.

Tool Scout

MCP proxy server with semantic tool search for LLM coding agents. It reduces context window usage by activating only relevant tools based on user queries.

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.

twitterapi-io-mcp

Offline-first MCP server for TwitterAPI.io docs (endpoints, pages, blogs) with fast fuzzy search.

gmap

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

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.

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.

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.

PayFast MCP Server

Enables AI assistants to interact with the PayFast payment gateway to manage transactions, subscriptions, and refunds. It provides a suite of 13 tools with built-in human-in-the-loop safety confirmations for high-risk financial operations.

a-blog cms MCP Server

Enables searching and retrieving content, module information, and Twig template snippets from a-blog cms via its GET API.

@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.

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.

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.

remote-ssh-mcp

Enables persistent SSH sessions and SFTP file transfers with native GUI credential prompts for secure remote server management. It supports background command execution, session pooling, and automatic connection reuse across multiple commands.

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.

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.

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.