发现优秀的 MCP 服务器

text_file_read_and_refactor_mcp

Token-efficient Python stdio MCP server exposing safe text-file search, reading, and refactoring tools.

YaparAI MCP Server

An all-in-one AI content creation platform with 30 tools for generating images, videos, music, and managing enterprise social media and CRM. Enables content generation, image editing, e-commerce features, and social media management directly from MCP-compatible AI assistants.

Datadog MCP Server

A comprehensive read-only MCP server for Datadog, providing 117 tools to query logs, APM, metrics, monitors, dashboards, SLOs, and more, with zero write capabilities for safe AI integration.

cortex-memory

Captures project memory automatically across AI coding sessions, injecting relevant context into CLAUDE.md for zero-context-loss sessions.

imgflip-mcp

MCP server for generating memes via the Imgflip API. It allows AI assistants to browse meme templates, caption them, and return the resulting image directly in the conversation.

Mcpclient

好的，这是将“Client to demonstrate the test of an MCP server with OpenAI LLM”翻译成中文的几种方式，根据不同的语境，可以选择最合适的： **比较正式的翻译：** * **客户端演示使用 OpenAI LLM 测试 MCP 服务器。** (This is a straightforward and generally applicable translation.) **更强调动作的翻译：** * **客户端将演示如何使用 OpenAI LLM 测试 MCP 服务器。** (This emphasizes the "demonstrate how to" aspect.) **更简洁的翻译：** * **客户端演示 OpenAI LLM 对 MCP 服务器的测试。** (This is a more concise option, suitable if the context is already clear.) **更口语化的翻译：** * **客户端要演示用 OpenAI LLM 来测试 MCP 服务器。** (This is a more conversational option.) **选择哪个翻译取决于你想表达的重点和目标受众。** **In summary, here's a breakdown:** * **Most Formal/General:** 客户端演示使用 OpenAI LLM 测试 MCP 服务器。 * **Emphasis on "How to":** 客户端将演示如何使用 OpenAI LLM 测试 MCP 服务器。 * **Most Concise:** 客户端演示 OpenAI LLM 对 MCP 服务器的测试。 * **Most Conversational:** 客户端要演示用 OpenAI LLM 来测试 MCP 服务器。 希望这些选项对您有帮助！

MCP Foundry

Automatically generates, validates, and deploys remote MCP servers from natural language descriptions, with a web dashboard for management.

mailbox-mcp

Give your AI tools access to your email. Search, read, send, and manage messages across multiple accounts without leaving your terminal.

mcp-nyt

Wraps The New York Times Developer APIs, enabling natural language querying of NYT data through the Pipeworx MCP gateway.

AI Student Developer Assistant

This MCP server integrates GitHub issues, academic deadlines (LMS), and a personal task tracker to help AI assistants answer questions like 'What should I work on today?' with a prioritized overview.

RalphiIA FounderOS

Enables founders to operate their business, manage daily life memory, and execute workflows through WhatsApp, web, and ChatGPT via MCP integration.

SymBioForge

An AI-powered industrial symbiosis platform that autonomously discovers waste-to-resource connections between factories, creates new products from waste streams, and generates regulatory compliance reports.

Remote MCP Server on Cloudflare (Without Auth)

A template for deploying MCP servers to Cloudflare Workers without authentication. Enables quick deployment of custom MCP tools that can be accessed from Claude Desktop or the Cloudflare AI Playground via server-sent events.

pipe-stock-analysis

Self-hostable, read-only Taiwan stock-analysis MCP server that retrieves market data and computes reproducible indicators.

firegex-mcp

MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling like Claude Desktop or Claude Code.

Leadloadz

Fetch fresh leads and verify emails in one MCP server

butter-code-health

Enables AI assistants to analyze code health in TypeScript/JavaScript projects, providing tools to run analysis, start a dashboard, and get summaries.

nucleotide_archive_mcp

An MCP server for searching and accessing RNA sequencing datasets from the European Nucleotide Archive (ENA), supporting bulk, single-cell, and spatial transcriptomics with advanced filtering and download capabilities.

@kama/mcp-server

MCP server that auto-discovers Kama CRM API endpoints from OpenAPI spec and exposes them as tools for AI agents to perform CRM operations via natural language.

vision-reader

Enables reading images (diagrams, screenshots) directly via the model's own vision, with no external API key needed, and can extract embedded images from .doc/MHTML documents.

Korean Law MCP

MCP server providing comprehensive Korean legal data access (laws, precedents, regulations, ordinances) with citation verification, temporal comparison, impact graphs, and legal research workflows.

voice-mcp

Enables AI assistants to synthesize speech with custom or cloned ElevenLabs voices and display an inline audio player with waveform visualization, transcript toggle, and dark mode support.

Mcp Directory

发现用于 Claude 集成的 MCP 服务器和客户端

SupaUI MCP Server

一个模型上下文协议服务器，它使 AI 代理能够通过自然语言交互来生成、获取和管理 UI 组件。

trae-cn-mcp

MCP server that integrates with Volcengine's coding API to enable AI-powered chat, file read/write, and command execution via OpenClaw.

Google Docs & Gmail MCP Server

Enables appending text to Google Docs and creating Gmail drafts with interactive approval via terminal.

agent-magnet

Self-learning memory for AI tools. Remembers user preferences and context across Claude, Cursor, and Codex with multi-parameter forgetting and cross-tool identity.

AgentSkills MCP Server

Provides AI tools with access to real-time web search, automated code reviews, and detailed Korean business information through the AgentSkills API. It enables users to perform structured searches, analyze code for security and performance, and retrieve Korean company financial data.

Everything Search MCP Server

Provides fast file searching across Windows, macOS, and Linux using platform-native tools like Everything SDK, mdfind, and locate.