发现优秀的 MCP 服务器

Kubernetes MCP Server

用于 Kubernetes 和 OpenShift 容器的 Model Context Protocol (MCP) 服务器，上下文，kubernetes，mcp，模型，模型上下文协议，openshift，协议

mcp-for-docs

Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

CBCI MCP

Enables dynamic database querying through natural language questions using LLM-powered parameter extraction and template-based SQL generation. Supports flexible configuration for various domains and databases with automated response formatting.

YouTube Summary MCP Server

A powerful MCP server for summarizing YouTube videos with transcript fetching, intelligent summarization, key point extraction, and metadata retrieval.

rental-data

Exposes multifamily rental data including average rent by market, occupancy anomalies, and property summaries to LLM tools via MCP.

CyberMCP

Enables cybersecurity research through Claude by providing tools for CVE lookup, IP geolocation, and file hash checking against VirusTotal.

timeweaver-mcp

Generates synthetic time-series test data with configurable trend, seasonality, noise, anomalies, and multiple correlated streams, outputting JSON, CSV, or SQL.

cloudloop

Provides tools for document search, AWS cost estimation, checking latest AWS updates, and creating budget alerts, with a confirmation gate on the mutating tool.

unofficial-HackerNews-MCP-CLI

An MCP server that provides access to HackerNews data including stories, items, comments, and user profiles via tools, built with FastMCP.

Whisper Valet

Enables automated audio restoration, transcription, and speaker diarization via MCP tools for queuing files, monitoring progress, and retrieving speaker-labeled transcripts.

mml-composemusic-mcp

MCP server for composing retro chip music (2A03 APU) using MML. It provides tools to generate WAV files, validate syntax, and create templates.

SEFAZ CE: IPVA

Provides a read-only MCP tool to query IPVA (vehicle tax) information from the official Ceará state revenue service (SEFAZ) via prepaid credits.

MCP X Server

Enables you to write, refine, and publish tweets to X (Twitter) using AI assistance.

Open Food Facts MCP Server

Enables LLMs to search for food products and retrieve detailed nutritional information from the Open Food Facts database using product names or barcodes.

Oura MCP Server

通过模型上下文协议 (MCP) 从 Oura API 查询睡眠、准备程度和恢复力数据，从而实现自然语言交互并与 Claude 等工具无缝集成。

Koncile MCP Server

Enables AI assistants to interact with the Koncile API for uploading documents, checking extraction status, and managing folders, templates, and fields.

Notes MCP Server

管理指定目录中的 Markdown 笔记，允许用户通过模型上下文协议创建、读取、更新和列出笔记。

brain-mcp

An MCP server that provides persistent semantic memory backed by PostgreSQL and pgvector for storing and searching thoughts via vector embeddings. It enables dimensional organization, conflict detection, and historical tracking of facts, decisions, and observations.

Exarp

MCP server for project management automation, providing tools for project health, documentation, task management, security scanning, and CI/CD validation.

Kluster.ai Verify MCP

Enables fact-checking of AI responses against reliable sources and validation of responses against document content to ensure accuracy and reliability.

ClickHouse MCP Server

一个模型上下文协议 (MCP) 服务器，它连接到 ClickHouse 数据库，并允许像 Claude 这样的大型语言模型通过自然语言查询来探索和分析数据。 (Alternative, slightly more formal translation:) 一种模型上下文协议 (MCP) 服务器，用于连接 ClickHouse 数据库，并使 Claude 等大型语言模型能够通过自然语言查询探索和分析数据。

NIM Key Manager MCP Server

Enables Claude to manage NVIDIA API keys through an OAuth-secured MCP connector, including listing, dispensing, rotating, and revoking keys with RBAC and audit trail.

GitHub MCP Server Tutorial

GitHub MCP 服务器的教程仓库

taiwan-weather-mcp

An MCP server that provides real-time weather forecasts, weather warnings, and recent earthquake information in Taiwan via the Central Weather Administration's open data API.

mcp-arcgis-lakecountyil

Enables searching and querying Lake County, Illinois open geospatial data (parcels, addresses, zoning) through ArcGIS Feature Services.

intent-diff-mcp

An MCP server that helps catch context drift in AI coding agents by comparing actual code changes against the original request, allowing users to keep or roll back unintended additions.

OpenUSPublicDataMCP

Enables access to high-value US public data sources via MCP, including federal agencies, state portals, and platforms like Socrata, ArcGIS, and CKAN, with tools for searching, querying, and geographic resolution.

mcp-server-unusualwhales

用于 Unusual Whales REST API 的 MCP 服务器

Kite MCP Server

Enables trading and portfolio management on Zerodha Kite Connect through natural language. Supports placing orders, viewing positions/holdings, accessing real-time market data, and managing GTT orders.

memecoin-spotter

Enables read-only on-chain analysis to spot trending and new memecoin pools, evaluate rug risk, and surface early buyer wallets across Solana, Base, and Ethereum.