发现优秀的 MCP 服务器

wildberries-finances-mcp-server

Enables interaction with Wildberries Finances API to retrieve financial reports, commissions, and documents.

handshake-mcp-server

Enables AI assistants to connect to Handshake to search jobs, browse employers, explore events, and pull student or employer profiles.

Meli ChatGPT Business MCP

Enables analyzing Mercado Libre Argentina listings, calculating seller net proceeds, and preparing/publishing listings after explicit confirmation. Includes safe mock mode and secure OAuth.

alaya

A local memory engine for AI agents. Stores conversation episodes, consolidates knowledge through a neuroscience-inspired lifecycle, and builds a personal knowledge graph — all in a local SQLite database.

LETHE

Enables offloading large tool outputs from LLM context and recalling them on demand to save tokens.

synthlab-mcp

Enables AI-powered music composition and synthesis by generating Pure Data patches, VCV Rack modules, and MIDI controller mappings through natural language.

mealie-mcp

Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, extract recipes, translate them if needed, store them in Mealie, and verify the results.

Meeting Automation MCP Server

Orchestrates Fireflies, Asana, and Notion MCP servers to automate end-to-end meeting workflows. Enables users to search meetings, extract action items, create tasks, and generate meeting documentation through natural language commands.

ShipStation API MCP Server

一个全面的模型上下文协议服务器，使用户能够通过结构化工具与 ShipStation API 交互，从而管理订单、货运、承运商、仓库、产品、客户、商店、网络钩子和履行。

Jokes MCP Server

An MCP server that provides jokes on demand, allowing users to request different types of jokes (Chuck Norris, Dad jokes, etc.) through natural language in both GitHub Copilot and Microsoft Copilot Studio.

kaggle-mcp-server

A full-featured MCP server with 96 tools for the Kaggle API, enabling users to manage competitions, datasets, notebooks, models, discussions, and workflows via natural language.

Railway MCP Server v2

Enables management of Railway infrastructure through 17 tools for managing projects, services, deployments, environment variables, and domains. Supports both modern Streamable HTTP and legacy SSE transports.

arcgis-lacounty

Enables AI agents to search and query Los Angeles County open geospatial datasets (parcels, parks, etc.) via ArcGIS Feature Services.

K-Work Trust Public Demo

Remote MCP/API trust gate for AI agents to inspect readiness before performing Korean business workflow operations like vendor onboarding and payment release.

BridgeMCP

A Python framework for building MCP servers that makes it simple to expose application data and actions to AI clients like Claude Desktop, Cursor, and VS Code through the Model Context Protocol. It wraps protocol handling behind a clean, decorator-based API allowing focus on business logic.

roc-mcp-server

Creator commerce intelligence for TikTok Shop brands. GMV benchmarks, ROC calculations, ideal creator profiles, content formats, and commission guidance powered by $30M+ in real transaction data.

korea-business-verify

Enables AI agents to verify Korean business registration status, tax type, and invoice eligibility using the NTS public data API via 5 tools.

Task Manager

Enables users to manage tasks through a simple JSON file interface. Provides basic task management functionality by reading and writing to a configurable tasks.json file.

windows-gui-mcp

Enables AI coding agents to automate Windows desktop applications through semantic UI Automation instead of brittle coordinate clicks, with tools for discovering windows, finding controls by stable identifiers, and verifying actions.

meloqa-mcp

Exposes every operation from the meloQA v1 API as MCP tools, enabling LLM clients to read and manage meloQA projects, test cases, cycles, executions, bugs, links, and reference data.

MCP Todo & Context Server

Provides AI clients with per-project todo management and persistent context notes via MCP, enabling task tracking and resume summaries.

ANTLR4 MCP Server

An MCP server that gives Claude AI the ability to read, analyze, modify, and debug ANTLR4 grammars, enabling grammar debugging and manipulation for Claude Desktop.

Hasan Orchestrator

An MCP server that orchestrates multiple devices (mobile, desktop, laptop) via REST API, allowing a local voice assistant (Hermes) to execute actions across devices through dynamic capability routing.

lightbulb-mcp

MCP server to connect Claude Code, Codex, or Cursor to the Lightbulb Partners Agents platform, enabling domain agents, code workspaces, connectors, and more.

Nikola TEST MCP Server

Provides AI agents and LLMs access to the Nikola TEST MCP API through standardized MCP tools for seamless integration and interaction.

PolicyGuard

Provides policy-based access control, incident tracking, and compliance monitoring to govern AI agent behavior. It enables organizations to enforce security rules and maintain audit trails by validating agent actions against trust levels and pattern-based policies.

mcp-mealie

An MCP server for Mealie that provides curated tools for recipes, meal plans, and cookbooks with compact responses, enabling natural language management of your Mealie instance.

Salesforce Documentation MCP Server

A local-first MCP server that enables intent-based searching across over 350 official Salesforce developer documents and release notes. It allows users to retrieve API references, code examples, and technical documentation directly through natural language queries.

MCP Weather

A TypeScript-based Model Context Protocol server that enables Claude Desktop to fetch real-time weather data via external weather APIs. It provides a simple integration for users to query current weather information through natural language interactions.

shyn

Enables AI assistants to search and retrieve memories from your Mac, including screen captures, meeting transcripts, and browsing history, all locally and privately.