发现优秀的 MCP 服务器

Apifox Filter MCP Server

Precisely filter and fetch API documentation from Apifox or any OpenAPI URL, reducing context bloat by fetching only needed endpoints.

spring-ai-mcp-client

使用 Spring AI 和 Anthropic Claude 模型的 MCP 客户端应用程序。它与支持 MCP 协议的服务器集成，以实现 AI 驱动的聊天互动。

datalox-gated-runtime

This MCP server provides a stateful, resettable, verifiable API runtime that gates every tool call, enabling agents to run long workflows against provider-shaped environments without live provider write access. It records decisions, side effects, and outcome evidence for replayable, verifiable benchmark runs.

bovedia

MCP server that gives Claude Code and other MCP clients persistent memory using plain Markdown notes stored on your disk and optionally synced to cloud storage (iCloud, OneDrive, Google Drive, Dropbox).

DataHub MCP Server

Enables AI agents to search, explore data lineage, understand business context, and generate SQL queries across an organization's data ecosystem.

knowledge-base-mcp

A lightweight personal knowledge base MCP server that lets clients store, search, organize, and summarize research notes from a local JSON file.

twitter-mcp

Enables AI assistants to interact with Twitter/X using session cookies. Supports posting, searching, managing tweets, viewing trends, and user profiles.

File System Utility MCP Server

Enables interaction with the local file system and retrieval of system information. Provides tools for listing directories, reading files, getting current time, and basic greeting functionality.

Interactive Voice MCP Server

Enables voice-based interactions with Claude by converting text to speech using Kokoro TTS and transcribing user responses using NVIDIA NeMo ASR, creating interactive voice dialogues.

codecrafting-cloudflare-mcp

Enables read-only access to Cloudflare analytics for the codecrafting.fr zone, providing traffic, threats, and path attack data via local MCP tools for Claude Code.

Synology Docker MCP Server

Enables managing Docker containers and Docker Compose projects on Synology NAS via SSH, with auto-privilege escalation and full compatibility with Synology Container Manager.

Media Generator MCP

Enables image and video generation from text, image editing, and text-to-video workflows using AI models via OpenRouter and fal.ai.

WindTools MCP Server

Okay, I understand. You want me to translate the following English text into Chinese: "Your own codebase tools like code semantic search" Here are a few possible translations, depending on the nuance you want to convey: **Option 1 (Most literal and general):** * **你自己的代码库工具，例如代码语义搜索 (Nǐ zìjǐ de dàimǎ kù gōngjù, lìrú dàimǎ yǔyì sōusuǒ)** * This is a direct translation. "你自己的代码库" means "your own codebase," "工具" means "tools," "例如" means "for example," and "代码语义搜索" means "code semantic search." **Option 2 (Slightly more natural flow):** * **像代码语义搜索这样的，你自己的代码库工具 (Xiàng dàimǎ yǔyì sōusuǒ zhèyàng de, nǐ zìjǐ de dàimǎ kù gōngjù)** * This emphasizes the "like" part a bit more. "像...这样的" means "like... such as." **Option 3 (Focus on the benefit/purpose):** * **用于你自己的代码库的工具，比如代码语义搜索 (Yòng yú nǐ zìjǐ de dàimǎ kù de gōngjù, bǐrú dàimǎ yǔyì sōusuǒ)** * This emphasizes that these tools are *for* your codebase. "用于...的" means "used for..." and "比如" means "for example." **Which option is best depends on the context.** If you're simply listing examples, Option 1 or 2 is fine. If you're emphasizing the purpose of the tools, Option 3 might be better. Therefore, I recommend **Option 1 (你自己的代码库工具，例如代码语义搜索)** as a good general translation.

galaxy-maps-mcp

Enables validation, saving, publishing, and inspection of Galaxy Maps courses from local JSON files via Firebase integration.

Research Assistant

Enables searching arXiv papers, extracting paper information, listing paper topics, and generating structured research prompts through MCP tools, resources, and prompts.

blob-storage

A lightweight MCP data broker that stores large binary payloads under a UUID, enabling MCP clients and agents to exchange massive results without flooding the LLM context window.

Gemini ⇄ Claude MCP Bridge

A private MCP server that lets Claude generate images using Google Gemini/Imagen, exposing a generate_image tool.

QuickBooks Time MCP Server (Combined)

镜子 (jìng zi)

Correctover MCP Server

The first MCP server that verifies AI outputs in real-time, ensuring every LLM response is correct, complete, and reliable before it reaches your editor.

Pipedream MCP Server

Enables interaction with over 2,800 APIs and applications through Pipedream's Connect platform. Provides managed OAuth authentication and API request capabilities for integrating multiple services through natural language.

agent-inbox-mcp

MCP server that lets AI agents manage an Agent Inbox queue via natural language. It supports listing pending items, adding new URLs with notes, and marking items as reviewed or deleted.

article-research-mcp

Multi-source article and tutorial research for agent planning, providing deduplicated ranked briefs from dev.to, Hacker News, and configurable RSS feeds with optional LLM scoring.

BCB Meios de Pagamento MCP

Provides access to Brazilian Central Bank open data on payment methods, including PIX, card transactions, and more, through natural language queries.

BindCraft MCP

Model Context Protocol server for protein binder design using BindCraft via Docker, enabling structure prediction, sequence optimization, and scoring.

Electronic Markets TR

An MCP server that enables real-time product, price, and stock searching across major Turkish electronic component retailers including Robotistan, Robocombo, Direnc.net, and Robo90. It allows AI models to compare local market data to find the best deals and available components.

wcagc-mcp

WCAG-Compliance/wcagc-mcp lets an assistant run real axe-core accessibility scans through the user's own wcagc account, rather than guessing accessibility from markup it can see. Tools cover a single URL or PDF, a full-site crawl, saved multi-step journeys, and violation trends.

VidMCP

MCP server for video editing with text-prompt subject segmentation and compositing effects behind subjects. Enables agent-driven video creation and education animations.

Weather Forecast MCP Server

Provides real-time weather and forecast tools backed by Open-Meteo API, enabling natural-language weather queries and smart predictions like umbrella recommendations through Databricks Agent Bricks.