发现优秀的 MCP 服务器

Stock Market Research Assistant

我试用了一个在领英帖子中看到的很酷的工具：https://openapitools.com。你只需要你的 API schema (OpenAPI/Swagger)，它就能自动为你生成一个 MCP schema。然后你可以直接把它放到 Claude Desktop (或者 Cursor, LangChain 等) 中，并立即开始聊天。

Mcp Agent

使用模型上下文协议和简单工作流模式构建高效的代理

tradinview-mcp

A TradingView-style market research and charting MCP server that provides tools for market data, indicators, watchlists, and local HTML chart rendering without scraping TradingView.

Freento MCP Server for Magento 2

Freento MCP is a native Magento 2 extension that implements the Model Context Protocol (MCP) — an open standard for connecting AI assistants to external data sources. This server acts as a secure, direct bridge between your Adobe Commerce / Magento 2 store and LLM-powered assistants (like Claude, ChatGPT, and others), allowing you to manage and audit your store using natural language.

CAD MCP Server

Enables reading, analyzing, and editing CAD files (DXF and DWG) via natural language, including entity queries, layer management, and safe copy-based edits.

Tech Spirit Animal

Tech Spirit Animal MCP Server

licha-order-mcp

An MCP server for ordering tea from Licas Tea, allowing AI to find stores, view menus, build orders, and estimate prices in conversation. Currently read-only: no real orders or payments.

archival-imagery-mcp

An MCP server for browsing and downloading open-licensed imagery from major museum and archive APIs including Wellcome, Met, Library of Congress, Smithsonian, and Europeana.

MCPMan

A Model Context Protocol server manager that acts as a proxy/multiplexer, enabling connections to multiple MCP servers simultaneously and providing JavaScript code execution with access to all connected MCP tools. Supports both stdio and HTTP transports with OAuth authentication, batch tool invocation, and dynamic server management.

finance-mcp-server

MCP server that exposes an H2 database as callable tools (list_tables, describe_table, run_query, run_update, sample_rows), enabling LLMs to interact with H2 databases through natural language.

Emin MCP Server

Provides portable working rules and tooling instructions as MCP resources, ensuring consistent agent behavior across clients.

serp-it

An MCP server that aggregates web search results from multiple engines and optionally renders pages to Markdown, providing a unified search interface.

Bridge MCP

A Model Context Protocol server that gives any AI full control over a Windows PC, enabling application control, mouse/keyboard automation, screen capture, browser automation, and more.

Excalidraw MCP Server

Run a live Excalidraw canvas and control it from AI agents.

voxcpm-mcp

Enables text-to-speech synthesis and voice cloning using VoxCPM2 diffusion model from within Claude Code.

Cal MCP Server

Enables AI assistants to answer mortgage-related queries by providing tools for lender search, loan limit lookup, down-payment assistance programs, and more, with data sourced from real wholesale lenders and broker-curated intel.

docsray-mcp

An MCP server that provides AI assistants with advanced document perception capabilities including text extraction, structure analysis, and deep content understanding through multiple tools and providers.

Central-Memory-MCP

Model Context Protocol (MCP) memory server built with Azure Functions and TypeScript, providing persistent knowledge graph storage for your preferred MCP client. Inspired by and forked from @modelcontextprotocol/server-memory

langchain-mcp

Provides semantic search across the entire LangChain ecosystem, including documentation and source code for LangChain, LangGraph, LangSmith, and DeepAgents.

pref_pr_maringa_cnd

MCP server that provides a single read-only tool to query official debt certificates (Certidão Negativa de Débitos) for taxpayers in Maringá, PR, Brazil, enabling AI assistants to access this data through natural language.

VoxelForge

A voxel editor with MCP bridge enabling AI agents to create and edit 3D models, supporting .vox/.obj formats, layers, and a web editor.

ML Jupyter MCP

Execute Python code with persistent state across Claude conversations using a background Jupyter kernel. Supports creating notebooks, managing virtual environments, and maintaining variables/imports between code executions.

Meta-MCP Server

A Model Context Protocol server that wraps multiple backend servers for token-efficient tool discovery via lazy loading. It enables AI models to browse available servers and fetch specific tool schemas on-demand, significantly reducing initial context overhead.

Lanalyzer MCP Server

Enables AI models to perform static taint analysis on Python code, detecting security vulnerabilities by tracking data flows from sources to sinks.

Insight MCP Server

用于开发实用程序的 MCP 服务器

Skill Context Manager

Provides context-aware skill selection for AI agents, reducing token usage by 85-98% and improving accuracy through semantic retrieval, session memory, and feedback learning.

mcp-server-github

A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with the GitHub API directly.

mcp-prompt-server

Enables dynamic prompt management by automatically discovering and serving markdown prompt files with YAML frontmatter via the Model Context Protocol.

agent-vitals

Local-first observability for AI agent stacks. Provides MCP tools for agents to check health, shadow configs, and burnout metrics proactively.

YouTube MCP Extended

Manages YouTube channels via Claude Desktop, enabling AI-powered metadata optimization, video scheduling, playlist management, and backups with safety guardrails.