发现优秀的 MCP 服务器

Skylight MCP Server

Enables AI assistants to interact with the Skylight family calendar API, allowing management of calendars, chores, lists, tasks, family members, and rewards through natural language.

SNAP MCP Server

A Model Context Protocol server that parses code, documents, data, and config files into structured database snapshots for targeted AI retrieval, enabling code analysis and project understanding via LLM interactions.

LLMconcil

Enables Claude Code to send a prompt to multiple LLMs simultaneously and get a judge model's structured comparison of their responses. This surfaces consensus, contradictions, and blind spots, letting Claude write a more informed final answer.

OKF Knowledge Agent MCP Server

An LLM-managed knowledge base following the Open Knowledge Format (OKF) v0.1 spec. Provides MCP tools: kb_query, kb_add, kb_update, kb_status over stdio or streamable HTTP.

io.github.aemery13/polymarket-intel

An MCP server that classifies Polymarket wallets as human or bot, scores their trading edge from 0–10, and streams current open positions.

twexam-mcp

A server for querying, practicing, and analyzing exam questions from Taiwan's national examinations, offering 20 tools including search, statute lookup, weak topic review, and readiness assessment.

kiwoom-mcp

An MCP server that enables natural language control of Kiwoom Securities accounts through Claude Desktop. It provides tools for stock price lookup, buying and selling stocks, and analyzing portfolios or trade history via the Kiwoom REST API.

MCP Server Boilerplate

A basic TypeScript starter template for building Model Context Protocol (MCP) servers with example function implementation and development tooling.

mcp-color-pizza

MCP server that names hex colors using human-friendly color-name lists.

ny-dmv

Enables querying New York State DMV data including vehicle registrations, EV adoption, offices, road test sites, driving schools, and licensed facilities, with keyless access to public datasets.

Infactory MCP Server

Infactory MCP 服务器 (Infactory MCP fúwùqì)

MCP + openGauss

openGauss 数据库的 MCP 服务器及其工具

TypeScript MCP Server Boilerplate

Provides a starting template for building MCP servers with TypeScript, including examples of tools and resources to accelerate development.

NotebookLM MCP Server

Enables AI agents to query and interact with Google NotebookLM notebooks to retrieve citation-backed information. It provides tools for listing notebooks, accessing source data, and asking natural language questions.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of tools (calculator, greeting) and resources (server info).

Serverless MCP Framework

A framework to deploy MCP servers on AWS using serverless services like Lambda, API Gateway, and EventBridge, with dynamic tools, prompts, and resources managed via SSM parameters and Lambda functions.

parsimony-mcp

An MCP server for parsimony connectors that provides cheap discovery tools through MCP and allows bulk data retrieval via a code interpreter, keeping the agent's context small even with large datasets.

@striderlabs/mcp-pinterest

MCP server connector for Pinterest — search pins, manage boards, save pins, and follow users via Playwright browser automation.

Git PR MCP Server

An MCP server that enables Git repository operations and GitHub PR workflows, allowing users to manage repositories, create branches, commit changes, and create pull requests through natural language.

GitHub PR MCP Server

Automates GitHub Pull Request analysis using AI, integrating webhooks, OpenAI, and Feishu/Lark knowledge base for structured summaries.

city-data-mcp

An MCP server that gives Claude deep access to US public data -- demographics, economics, crime, employment, weather, housing, transit, schools, budgets, and more across 30+ cities for government intelligence workflows.

Orchestrate Codex

A provider-neutral orchestration plugin for Codex that manages multi-step recipe planning, context policies, and verification hints, while allowing leaf MCPs to be called directly.

SeeDream Image MCP

Enables AI-powered image generation using Volcano Engine's SeeDream 4.0 model. Supports custom sizes, reference images, and automatic prompt generation without complex prompting.

py-spy MCP Server

MCP server for profiling Python processes using py-spy, supporting flamegraphs, stack dumps, and performance comparisons.

EduBase MCP server

EduBase MCP 服务器使 Claude 和其他 LLM 能够通过模型上下文协议 (MCP) 与 EduBase 综合电子学习平台进行交互。

Catalunya 2022 MCP Server

Enables to explore and analyze the Catalunya 2022 strategic plan document, including full-text search, section retrieval, and structured access to goals, actions, and contributor profiles in Catalan, English, and Spanish.

Swagger MCP (Multi-API Edition)

Enables AI to interact with multiple Swagger/OpenAPI specifications by listing endpoints, exploring models, and generating TypeScript code. It centralizes the management of various APIs through a configuration file, allowing for seamless integration of documentation into AI workflows.

Example Next.js MCP Server

A sample implementation of a Model Context Protocol server using Next.js and the Vercel MCP Adapter, allowing developers to create AI assistants with custom tools and resources.

linkedin-mcp-server

Enables posting content, sharing articles, and managing your LinkedIn profile through Claude using the official LinkedIn API with OAuth 2.0.

jdwp-mcp

Сonnects to live JVMs via JDWP protocol, enabling LLM agents to autonomously debug Java applications — attach to a running process, pause threads, set breakpoints (including conditional), inspect stacks with auto-resolved object fields, evaluate methods, set variable values, and diagnose issues like deadlocks and hung queries.