发现优秀的 MCP 服务器

job-agent-mcp

MCP server that aggregates and deduplicates job listings from multiple public sources, ranks them against a user's resume, and exposes tools for searching, viewing details, explaining fit, and tracking applications.

nod-mcp-server

Enables AI agents to discover and interact with business capabilities by reading structured nod.json manifests from domains, supporting actions like ordering, booking, and searching.

Demo MCP Server

A demonstration MCP server built with FastMCP that provides basic mathematical operations (addition and multiplication) and personalized greeting generation tools with multiple style options.

Vulnerable Notes MCP Server

A deliberately insecure note management server designed to test security scanners and train developers by demonstrating common MCP vulnerabilities. It provides tools for creating, searching, and exporting notes while featuring intentional flaws like prompt injection and data leakage.

Integrations MCP

A comprehensive MCP server providing over 390 tools across 66 providers, including major SaaS platforms like GitHub, Slack, and Stripe. It enables AI assistants to interact directly with a wide array of public APIs and utility services through a single interface.

qa-automation-mcp-plugin

Enterprise web automation testing MCP server that controls local Chrome via Playwright CDP, providing tools for page element analysis, interaction, dynamic layer exploration, VTable scene graph, test recording, and Shadcn-style Excel export.

Rouse Context

Turn your Android phone into an MCP server. AI assistants connect on demand, query your health data, notifications, app usage, and take actions on your device — all end-to-end encrypted, no cloud sync.

re-mitm2swagger

MCP server for REST API reverse engineering from HTTP traffic captures, wrapping mitmproxy for live capture and mitmproxy2swagger for spec derivation.

MCP Server for macOS

A modern, extensible server that provides a unified interface to control and interact with various macOS applications through plugins.

AI MCP Gateway

Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.

Praesago

UK property area intelligence: validated trajectory scores, gentrification early-warning and area screening for 2,292 England & Wales postcode districts, from 30+ government data sources.

Studio MCP

Studio MCP transforms any CLI command into an AI tool by using a simple template syntax to define input schemas and arguments. It enables AI agents like Claude and Cursor to execute local scripts and system commands through a dynamically generated Model Context Protocol server.

mcp-label-studio: A Label Studio MCP server

This could refer to a few things, depending on the context. Here are a few possible translations and explanations: **1. Most Likely: "MCP Server" as a general concept related to Label Studio:** * **Chinese Translation:** **MCP 服务器 (MCP fúwùqì)** * **Explanation:** If you're talking about using an "MCP server" *in conjunction with* Label Studio, it's likely referring to a server that handles some aspect of the data pipeline *before* the data reaches Label Studio for labeling. "MCP" itself doesn't have a standard meaning in this context, so it's likely an abbreviation specific to your project or organization. It could stand for things like: * **M**essage **C**ontrol **P**rotocol (unlikely, but possible if it's related to message queuing) * **M**edia **C**onversion **P**ipeline (if you're dealing with images or videos) * **M**odel **C**reation **P**rocess (if it's related to pre-processing data for model training) * **M**anagement **C**ontrol **P**anel (if it's a server for managing data and users) Without more context, it's impossible to know the exact meaning of "MCP." The translation simply reflects that you're talking about a server called "MCP" that is used with Label Studio. **2. If "MCP" is a specific software or tool:** * **Chinese Translation:** (Depends on the actual name of the software/tool. If it's a proper noun, you might just transliterate it.) For example, if "MCP" is a specific software package, you might say: **用于 Label Studio 的 MCP 软件 (yòng yú Label Studio de MCP ruǎnjiàn)** - "MCP software for Label Studio." * **Explanation:** If "MCP" is a specific product, the best translation would depend on its official Chinese name (if it has one). If not, you might transliterate it (e.g., "M-C-P"). The phrase "用于 Label Studio 的..." (yòng yú Label Studio de...) means "for Label Studio." **3. If you're asking about setting up a server *for* Label Studio using a specific method called "MCP":** * **Chinese Translation:** **使用 MCP 方法为 Label Studio 设置服务器 (shǐyòng MCP fāngfǎ wèi Label Studio shèzhì fúwùqì)** * **Explanation:** This translates to "Setting up a server for Label Studio using the MCP method." Again, the meaning of "MCP" is unclear without more context. **In order to provide a more accurate translation, please provide more context. For example:** * What does "MCP" stand for in your context? * What is the purpose of the MCP server? * What are you trying to achieve by using an MCP server with Label Studio? With more information, I can give you a much better and more helpful translation.

Expense Tracker MCP Server

A FastMCP server for tracking personal expenses with MongoDB storage, enabling CRUD operations, category listing, and expense summaries.

pref_sc_balneario_cnd

MCP server that enables querying negative debt certificates (Certidão Negativa de Débitos) from the Balneário Camboriú city government in Brazil, providing read-only access to official records through a single tool.

@mate-tools/mcp-server

MCP server providing 35 utility tools for AI agents including text analysis, encoding, hashing, password generation, JSON/CSV/XML parsing, regex, color, date, finance, URL metadata, SEO tags, DNS lookup, SSL inspection, and JWT decoding. Free, zero-dependency, and works with any MCP client.

mcp-lab

A teaching server for the Model Context Protocol with a local dashboard that visualizes JSON-RPC messages in transit.

ContextGC

基于AST解析的上下文智能压缩MCP服务器，通过提取代码骨架和按需展开函数，节省70-90% token，并支持渐进式上下文加载。

repository-runtime

Enables AI agents to search, read, and traverse a local knowledge base of Markdown files using full-text search and relationship graph, reducing token usage.

Meducate MCP

A self-aware, AI-powered MCP server that acts as a personal medical education assistant for African students, understanding natural language and autonomously managing reminders, data bundles, and medical knowledge retrieval.

ComfyUI MCP Hub

Give AI agents full control over your local ComfyUI by exposing 77 tools for workflow management, image generation, model handling, and real-time canvas control.

homebox-mcp

MCP server for Homebox home inventory, enabling natural language queries and management of items, locations, tags, warranties, maintenance, and attachments.

hiveecho

MCP server for temporal state queries and cryptographic audit trails. Query historical entity state at any point in time, generate Merkle proofs of past state, and anchor contract snapshots for immutable provenance.

Reddit MCP Server

Enables MCP clients to scan, search, and read Reddit posts and comments using Reddit's public JSON endpoints, with no API credentials required.

AI Customer Support Agent

An MCP-compatible server providing tools for retrieving order statuses, searching knowledge bases, and managing support tickets. It facilitates automated customer service interactions by exposing internal CRM and database functions through a JSON-RPC interface.

ShieldZ Crypto Payments

Keyless crypto payments for AI agents. One MCP call turns any wallet address into a non-custodial crypto payment link or tip jar, no API key and no account, with funds settling straight to your wallet at a 0% platform fee (USDC/USDT, BTC, LTC, DASH, DOGE, ZCASH).

Remote MCP Server Template

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables easy deployment and connection to AI clients like Claude Desktop and Cloudflare AI Playground.

InterAgentMail

Enables durable message passing between Codex project agents with MCP tools and automatic wake-up delivery, storing messages as JSON on disk.

claude-productivity-mcp

An MCP server that integrates popular productivity tools like Gmail, Google Calendar, Google Drive, Google Sheets, Notion, and Microsoft Outlook, allowing Claude Desktop to interact with them via natural language commands.