发现优秀的 MCP 服务器

ChEMBL-MCP-Server

🔍 通过简单的 MCP 接口，使 AI 助手能够搜索、访问和分析 ChEMBL。

databricks-mcp

A read-only MCP server that enables users to query Databricks SQL, browse metadata, and monitor Delta Lake tables. It also supports tracking Databricks Jobs, DLT Pipelines, and cluster metrics through natural language interfaces.

OpenAPI MCP Server

A command-line tool that transforms any OpenAPI service into a Model Context Protocol (MCP) server, enabling seamless integration with AI agents and tools that support the MCP specification.

mcp-data-angers

Enables searching, exploring, and querying Angers Loire Métropole open data datasets (mobility, urban services, environment) using natural language or direct tool calls.

PDF Tools

The local PDF workflow for Claude Desktop and MCP hosts: fill, sign, merge, split, extract, and analyze PDFs without sending files to a web app.

review-gate-mcp

An MCP server that extracts fields from documents and holds uncertain extractions for human review, ensuring high confidence data flows automatically while uncertain cases are resolved manually.

mcp-server-siebel

Enables AI models to interact with Oracle Siebel CRM via its REST API, supporting account, contact, opportunity retrieval, activity creation, record updates, and custom queries.

Dev Toolbox MCP Server

Provides various developer utilities such as UUID generation, timestamp conversion, Base64 encoding, color conversion, password generation, hash generation, and JSON formatting via MCP.

Surf Forecast MCP

Provides surf forecast data including swell height, period, direction, and wind conditions for any location worldwide using the Open-Meteo Marine API. It also includes tools to find the best day to surf and integrates with MCP clients via a Python server.

Project Explorer MCP Server

Provides tools for analyzing project structures, searching through codebases, managing dependencies, and performing file operations with advanced filtering capabilities.

tianyan-mcp-server

A read-only MCP server that enables querying available quantum computers and simulators from Tianyan Cloud, with tools to list running backends and retrieve detailed resource information.

MCP Guide

A guide for implementing Model Context Protocol (MCP) servers that provide AI models with external tools like web search, text manipulation, and mathematical operations.

WeatherXM PRO MCP Server

Enables access to WeatherXM PRO weather station data, including real-time observations, historical data, and hyperlocal forecasts through station queries, geographic searches, and H3 cell-based weather information.

UpMath MCP Server

Enables Claude Code to render LaTeX equations, TikZ diagrams, and documents into SVG or PNG formats via the UpMath API. It supports a wide range of TeX Live packages and syntax validation without requiring a local TeX installation.

mcp-lint-tools

Code linting and style checking tools for AI agents, exposed as an MCP server. Supports style checks, naming conventions, complexity analysis, dead code detection, and import analysis.

AWS Cost Explorer MCP Server

Enables querying AWS costs and usage data from Claude Desktop through the Cost Explorer API.

fdl-mcp-server

Adds fdl-mcp-server — published on npm at https://www.npmjs.com/package/fdl-mcp-server Five tools any MCP client can call to analyze small business websites: * audit_website — deterministic 5-pillar scorecard (Performance, SEO, Mobile, Security, AEO) with a 0–100 score and specific findings * compare_websites — side-by-side scorecard of two sites with a winner * ai_visibility_check —

@resonia/veilmail-mcp

A Model Context Protocol (MCP) server that exposes Veil Mail API operations as tools for AI agents, enabling email sending, template management, audience management, and analytics retrieval through natural language.

mcp-bbs

A FastMCP-based telnet client that enables AI agents to interact with legacy Bulletin Board Systems (BBS) through the Model Context Protocol. It features full ANSI terminal emulation, pattern-based screen reading, and automatic discovery of menus and navigation flows.

vcf-mcp-sddc-vc

Enables natural language interaction with VMware SDDC Manager and vCenter APIs through MCP tools, allowing users to query workload domains, VMs, clusters, and more.

maimemo-mcp

A read-only MCP server that provides access to Maimemo study data, including vocabulary progress, word lists, and notepads. It supports both stdio and HTTP transports with authentication and rate limiting for secure data access.

Context7 MCP

Pulls up-to-date, version-specific documentation and code examples for libraries directly into your prompt, preventing outdated or hallucinated APIs.

Atlassian MCP Server

A read-only MCP server that enables querying and searching Atlassian Confluence pages and Jira issues through their REST APIs. Supports retrieving content by ID or URL, searching using CQL/JQL, and listing spaces and projects.

MCP OVHcloud Web Hosting

Enables managing OVHcloud Web Hosting services via Model Context Protocol, providing tools to list, configure, and manage hosting resources through natural language.

subway-mcp

실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.

Perfscale MCP

Enables local load testing with k6/locust/native tools and cloud-based test management through the perfscale platform.

Vanta MCP Server

Enables AI assistants to interact with Vanta's security compliance platform to retrieve test results, manage security findings, review controls, and access compliance framework requirements for SOC 2, ISO 27001, HIPAA, and other standards.

@nativine/mcp

Enables AI-powered conversion of any website into native Android and iOS apps by managing drafts, uploading assets, and triggering builds through MCP.

pii-mcp

MCP server for anonymizing and deanonymizing PII through the Pseudora API, enabling safe sharing of sensitive text with AI assistants.

Liquidiction

Query live HIP-4 prediction market data on Hyperliquid - real-time odds, orderbooks, trades, candles, user positions, and portfolio analysis via 10 MCP tools.