发现优秀的 MCP 服务器

mcporacle

Local MCP server for Roo Code that connects to Oracle DB and returns limited set of metadata through secure MCP tools.

Cube MCP Server

Enables users to interact with Cube's AI agent for real-time analytics and data exploration through a chat interface. It supports generating data visualizations, performing SQL queries, and analyzing trends using natural language.

Cloudflare Image MCP

Image generation MCP server running on Cloudflare Workers, supporting multiple models like FLUX and SDXL with OpenAI-compatible endpoints.

ai-testcase-generator-mcp

Generates comprehensive API test plans (positive, negative, and boundary/edge cases) from endpoint metadata using LLMs, and exports them as Excel files.

Penpot MCP Server

Enables AI agents to programmatically access self-hosted Penpot instances to read, create, modify, and export design elements through natural language. It provides 66 tools for managing projects, shapes, design tokens, and comments using a dual-access strategy of direct database reads and RPC API writes.

Figma MCP Complete

Exports Figma designs as ready-to-use HTML/CSS and validates pixel-perfect accuracy with image comparison and visual regression testing.

ThinAir Geo

Location & routing intelligence for AI agents — geocoding, truck routing, traffic, weather, and place search.

YAPI MCP Server

An MCP server for the YAPI interface management platform that enables users to manage projects, categories, and API interfaces. It supports querying project details, listing interfaces, and creating or modifying API documentation through natural language.

xtool-mcp

Provides tools and resources for interacting with xTool laser machines, enabling material settings recommendations, design generation, troubleshooting, and machine knowledge through natural language.

European Financial Filings MCP Server

Provides access to European company data and financial filings from multiple sources including GLEIF (1.6M+ EU companies), ESEF XBRL filings (FR, DK, GB, LT, UA), UK Companies House (5M+ companies), and curated major index lists (DAX40, FTSE100, SIX).

WetLab-MCP

Enables AI-assisted molecular biology experiment design with tools for qPCR primer design, cloning strategy optimization, TaqMan probe design, and multiplex compatibility analysis.

Toogle MCP

Bridges Tana personal knowledge graph and Google Calendar for AI agents, enabling semantic search and event management.

네이버 길찾기 MCP 서버

Enables users to access Naver Maps API functionality including directions, place search, geocoding, and reverse geocoding through a Model Context Protocol server.

fsext-mcp-server-java

A full-featured secure MCP server for local file system operations, with built-in image processing, OCR and media tools.

Jupyter Notebook MCP Server

Provides tools for interacting with Jupyter notebooks, allowing users to read, add, and execute notebook cells. It supports full notebook execution and metadata retrieval through the FastMCP framework.

BNCC MCP

MCP server that exposes skills from the Brazilian National Common Curricular Base (BNCC) with thematic units, knowledge objects, and prioritization layer from Mapa de Foco, enabling lookup, search, listing, and statistics of educational skills.

schema-viz

A local MCP server that renders a database schema as an interactive, dbdiagram.io-style ER diagram in your browser.

near-contract

Enables Claude to interact with NEAR smart contracts: read state, call view methods, decode transactions, and explain contract interfaces.

Powertools MCP Search Server

Enables LLMs to search through AWS Lambda Powertools documentation across multiple runtimes (Python, TypeScript, Java, .NET) using a Model Context Protocol server.

IBM Content Services MCP Server

Enables AI models to interact with IBM FileNet Content Manager for document lifecycle management, metadata extraction, legal holds, and AI-powered search, summaries, and Q\&A.

fema-nfhl-mcp-server

MCP server that queries FEMA's National Flood Hazard Layer (NFHL) for flood zone information, including flood zone codes, Base Flood Elevation, FIRM panel numbers, and identifies LOMRs/LOMAs from provided coordinates, enabling automated flood risk lookups.

CloudStack MCP

概念验证的 Apache CloudStack MCP 服务器 (Gài niàn yàn zhèng de Apache CloudStack MCP fú wù qì)

ai-furniture-hub

MCP server for AI agents providing 300 curated Japanese home & lifestyle products across 31 categories. Features mm-precision dimension search, related-item chains (1 product → 3-5 accessories), shelf+storage coordination, and Rakuten/Amazon affiliate links.

Mcp Weather

一个简单的 MCP 服务器，提供天气信息。

SportIQ

48 AI-callable tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — Monte-Carlo bracket simulations, F1 pit-strategy modeling, and a Dream11 ILP optimizer, plus live odds and value-bet detection. Free, open-source, and works with any MCP client via uvx.

travel-agent

Enables travel-related queries and planning including weather, train and flight information, itinerary generation, and travel knowledge retrieval via RAG, using an AI agent with MCP protocol.

n8n Workflow Builder

Enables AI-powered building, optimization, debugging, and management of n8n workflows directly from Claude. Features workflow analysis, execution monitoring, security audits, drift detection, and intelligent error debugging with best practices guidance.

linkwarden-mcp

Enables managing bookmarks via the Linkwarden API with token-frugal tools for listing collections and links, adding/moving/deleting links, and creating collections.