发现优秀的 MCP 服务器

SearXNG Control Plane MCP Server

An MCP server for managing SearXNG instances, enabling configuration inspection, engine toggling, health checks, and container lifecycle control.

deepseek-vision-mcp

Provides a recognize_image tool that enables image recognition using DeepSeek's vision capabilities. Supports automatic login via browser or manual token configuration for server environments.

La Growth Machine — B2B Outreach & Pipeline Analytics

Analyze LinkedIn & email outreach campaigns, track pipeline performance, and review lead conversations for RevOps, Sales Managers, and SDR teams.

apexapi-mcp

Enables calling 120+ AI models and reading live web pages (scrape, crawl, structured extract) from any MCP client using one API key.

Publora MCP Server

Official MCP server for Publora that enables AI assistants to schedule posts, manage accounts, and retrieve analytics across multiple social media platforms through natural language.

MapBiomas Soil MCP

Enables querying soil data, planning and executing Earth Engine processing recipes, monitoring tasks, and answering questions about results without downloading national maps.

AI Sound MCP Server

Enables AI assistants to programmatically edit, analyze, and export audio projects through MCP tools, including multi-track editing, effects, transcription, and semantic search.

va-pentest-mcp

A Model Context Protocol server for automated security vulnerability assessment, combining OWASP Dependency-Check dependency scanning with custom code vulnerability detection, and generating detailed HTML and JSON reports.

agent-docs-mcp

MCP server that provides AI coding agents automatic access to AGENTS.md documentation from GitHub repositories, enabling understanding of codebase conventions and patterns.

MCP Stateless Server Template

A production-ready stateless MCP server template implementing the 2026-07-28 specification, enabling horizontal scaling and easy migration from session-based servers.

Jina MCP Server

Provides web content extraction, search, embedding, and reranking tools via Jina AI APIs, enabling URL-to-markdown, web search, image search, and document relevance sorting.

mcp-gateway

A generic MCP gateway that aggregates multiple upstream MCP servers into a single FastMCP endpoint, configured via servers.json with support for tool subsetting, renaming, multi-instance routing, and pluggable authentication.

Graph Uniswap MCP

Provides a unified MCP interface over Uniswap V2, V3, and V4 across multiple chains via The Graph, enabling agents to query token prices, top pools, pairs, and recent swaps with clean JSON output.

MCPserver

AI 聊天的 MCP 服务器

Uapi Mcp

Official MCP server for the uapis.cn API platform, providing over 100 endpoints for network lookups, text utilities, image processing, social queries, translation, and search.

Zipic MCP Server

一个模型上下文协议服务器，通过 Zipic 应用提供图像压缩和优化功能。

mailpal-mcp-server

Free email server for AI agents with hardware attestation, enabling agents to send, receive, and manage emails via MCP tools.

MCPHub

A unified gateway and dashboard that aggregates multiple MCP servers into a single endpoint for streamlined management by AI clients. It features a centralized YAML configuration, a web-based monitoring dashboard, and hot-reload support for managing filesystem, GitHub, and database tools.

MCP Server for Cirro Data

This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.

MCP Gatekeeper

Enables policy-enforced access to dangerous tools like file read/write/delete and shell execution, with approval workflows, risk classification, and audit logging.

meetergo MCP server

Enables AI agents to manage Meetergo calendars by finding slots, booking, rescheduling, and canceling appointments.

Parsley MCP Server

Enables AI assistants to access buyer intent signals, MEDDIC qualification data, and lead intelligence from Parsley accounts for lead qualification and follow-up.

Email MCP Server

An HTTP/SSE wrapper for the IMAP MCP server that enables users to read, search, and send emails across multiple accounts and providers. It supports secure AES-256 encryption and provides remote access through Claude Web using SSE transport.

gitlab-mr-mcp-server

Here are a few ways to interpret "MCP server to work with GitLab MR" and their corresponding Chinese translations, along with some context: **1. Referring to a server that performs Merge Checks/Pre-Merge Checks for GitLab Merge Requests:** * **Chinese Translation:** 用于 GitLab 合并请求的合并检查/预合并检查服务器 (Yòng yú GitLab hébìng qǐngqiú de hébìng jiǎnchá/yù hébìng jiǎnchá fúwùqì) * **Explanation:** This is the most likely interpretation. It refers to a server that runs automated checks (like code style, security scans, tests) on a Merge Request *before* it's merged into the main branch. This helps ensure code quality and prevents broken code from being integrated. **2. Referring to a server that integrates with GitLab Merge Requests for a specific purpose (e.g., deployment, testing):** * **Chinese Translation (General):** 与 GitLab 合并请求集成的服务器 (Yǔ GitLab hébìng qǐngqiú jíchéng de fúwùqì) * **Chinese Translation (Specific - e.g., Deployment):** 与 GitLab 合并请求集成的部署服务器 (Yǔ GitLab hébìng qǐngqiú jíchéng de bùshǔ fúwùqì) * **Explanation:** This is a more general interpretation. It means the server interacts with GitLab MRs in some way. The specific purpose needs to be clarified. Examples include: * **Deployment Server:** Automatically deploys code when a MR is merged. * **Testing Server:** Runs integration tests on the code in the MR. **3. If "MCP" is a specific acronym or tool:** * **Chinese Translation:** 用于 GitLab 合并请求的 MCP 服务器 (Yòng yú GitLab hébìng qǐngqiú de MCP fúwùqì) * **Explanation:** If "MCP" is a specific tool or system, then simply transliterate it and add "服务器" (server). You'll need to provide more context about what "MCP" is. **Which translation is best depends on the context. To give you the most accurate translation, please provide more information about what you mean by "MCP server." For example:** * What does "MCP" stand for? * What is the purpose of this server? * What kind of checks or actions should it perform on GitLab MRs? Once you provide more details, I can give you a more precise and helpful translation.

LinkedIn Profile Data Mining

Enables comprehensive LinkedIn profile search, data extraction, and contact enrichment using Google Search, Apollo.io, and AI-powered analysis. Includes automated data mining workflows with database storage and CSV export capabilities.

Docsmith MCP

Enables processing of Excel, Word, and PDF documents through reading, writing, and metadata extraction. It leverages a secure Pyodide WebAssembly environment to handle document parsing with support for paginated results.

MCP Server Template

A starter template for creating Model Context Protocol servers that integrate with Claude Desktop and other MCP-compatible clients. Provides a configurable tool system, Docker support, and TypeScript-ready structure for building custom MCP servers.

MCP Dust Server

一个模型上下文协议服务器，它支持与 Dust AI 代理交互，从而可以与 Windsurf IDE 和 Claude Desktop 等开发环境集成。

newrelic-mcp

Executes NRQL queries against New Relic via the NerdGraph API, enabling monitoring and observability data retrieval through natural language.

MCP Run Python

Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.