发现优秀的 MCP 服务器

antigravity-mcp-server

Let two AI agents build your app at the same time without stepping on each other by providing shared file locks, task delegation, and inter-agent communication.

mcp-wheather

Provides real-time weather information for any location using the Open-Meteo API, enabling AI models to query current weather data through the Model Context Protocol.

MCP Server

A Model Context Protocol server implementation that provides basic utility tools including echo, uppercase text conversion, and mathematical calculations.

pact-mcp

MCP server for Pact, an escrow protocol for agent-to-agent commerce, enabling agents to create pacts, fund escrow, deliver work, and settle with an LLM evaluator as dispute backstop.

OpenFin MCP

Provides read-only access to curated financial domain knowledge and product data with verified provenance, enabling users to search and retrieve trusted financial information.

cf-search-mcp

A Cloudflare Worker MCP server that provides multi-engine search with fallback and web page fetching capabilities, supporting various search APIs and content extraction.

PRISM

An MCP server that provides clinical decision support for polysubstance risk and drug–substance interactions, grounding LLM responses in a 7-level evidence cascade with population priors and validated screening triggers.

mcp-abap-keyword

Enables searching and browsing ABAP keyword documentation from SAP's official help site, including keyword lookup, glossary terms, and topic exploration.

mcp-crash-analyzer

A Model Context Protocol (MCP) server for automated crash analysis using GDB.

Manifold Engine MCP Server

Enables AI coding assistants to perform high-speed structural codebase analysis and dynamic context management by mapping repositories as byte-streams and detecting architectural chaos.

twelvedata

Enables access to real-time and historical market data including stocks, ETFs, forex, and cryptocurrencies, with support for time series, quotes, dividends, splits, and earnings.

mcp_ssh_connectors

An MCP server that enables AI to execute SSH commands on remote servers using the host's OpenSSH client, supporting both configured targets and dynamic connections with request-scoped credentials.

mermaid-mcp

Fast Mermaid diagram validation and rendering (PNG/SVG) using jsdom and sharp, no Chromium needed.

nano-banana-claude

An MCP server that provides image generation using Google's Nano Banana Gemini models, with additional tools for background removal, upscaling, and format conversion via deterministic post-processing.

MCP Weather Assistant

Enables weather queries for US forecasts and alerts via the National Weather Service API, and Israeli weather forecasts through a Playwright-controlled browser, all through an interactive chat interface using OpenRouter and MCP.

graph-engineering

MCP server that turns coding workflows into explicit execution graphs (DAG) with deterministic command execution, human-in-the-loop gates, and tamper-proof run history for Claude Code.

crawler-mcp

Web-crawler MCP server that fetches web pages with static parsing or headless browser fallback, enabling Claude to fetch, extract links, crawl sites, and select content via CSS selectors.

shippage-mcp

Enables AI agents to publish HTML or Markdown to a public URL with a single HTTP POST, automatically converting Markdown to a styled webpage, with no account or setup required.

MCP Gateway

A Home Assistant custom integration that provides standalone MCP server endpoints for each device, enabling per-device tools and auto-discovery via mDNS.

@g-tiwari/mcp-testrail

MCP server for TestRail API, providing AI assistants with 107 tools to manage test cases, runs, results, plans, and more. Supports API key, password, and SSO cookie authentication.

bybit-mcp

Provides a set of MCP tools to interact with the Bybit cryptocurrency exchange API, enabling market data queries, account management, trading operations, and futures grid strategy analysis via natural language.

Icon Composer MCP

MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+). 12 tools for programmatic icon creation, glass effect tuning, dark mode, and App Store export.

EdgarTools MCP

Enables LLMs to download, parse, and analyze SEC EDGAR filings, including 10-K/Q reports, XBRL financial statements, and insider trading data. It provides structured access to institutional holdings, corporate events, and financial facts for comprehensive investment research.

PengStrike AI MCP

Turns any MCP-capable AI agent into a professional penetration testing platform with 150+ security tools, adaptive async tasks, and crash-proof concurrency.

kelnix-receipt-mcp-api

Turn any receipt into structured, accounting-ready JSON or clean Markdown with one API call. AI-powered vision extracts merchant, date, line items, tax, totals, and suggests GL accounts for instant bookkeeping. 50 free credits on signup.

vibegroup

vibegroup is a Claude Code Channel that enables agents to communicate across repos, machines, and networks by sharing a room and pushing questions and answers into live sessions.

reactome-db-mcp

Provides direct SQL access to a locally hosted Reactome database, enabling schema discovery, guarded read-only queries, and ergonomic helpers over the full relational schema.

mcp-curiosity-engine

Surfaces forgotten notes from markdown vaults using wikilink graph structure and file mtime to identify dormant notes, then generates cross-domain bridge queries for serendipitous rediscovery.

Figma MCP Server

一个模型上下文协议服务器，可以将 Figma 设计文件与 Cursor、Windsurf 和 Cline 等 AI 编码工具集成，使 AI 工具能够访问和理解 Figma 设计数据，从而生成更准确的代码。

vchart-mcp-server

A Model Context Protocol (MCP) server for the @visactor/vchart that enables AI assistants to generate interactive charts and visualizations.