发现优秀的 MCP 服务器

ShowDoc MCP Server

Automatically fetches API documentation from ShowDoc and generates Android code including Entity classes, Repository patterns, and Retrofit interfaces.

@nahisaho/katashiro-mcp-server

MCP server for information collection, text analysis, and content generation, enabling AI agents to scrape web pages, analyze text, and generate reports or presentations.

SKP mcp

SkinKnowledgeBase provides source-backed skincare question answering and product comparison context for AI assistants through a public, read-only MCP endpoint.

UK Weather MCP Server

Provides real-time weather forecasts for any global location using the UK Met Office DataHub API, with hourly, 3-hourly, and daily forecasts in Markdown or JSON.

ontology-rag-mcp

An MCP server that ingests Spring Boot REST microservices from GitHub, builds a request-flow ontology, and enables natural-language queries about code with flow-aware answers and citations.

@gapup/mcp-knowledge

Provides access to 9 AI executives offering board-ready business intelligence, competitor analysis, trend monitoring, and more via agent-payable endpoints.

encode-ui

MCP server that lets AI agents search and inspect shadcn components from the encode-ui registry, returning metadata, source code, and install commands.

linkonda-mcp

MCP server for creating and managing Linkonda short links, supporting anonymous use without an API key and full link management with a key, while collecting only total redirect counts for privacy.

mcp-chinookdb-server

MCP server providing LLMs with safe, read-only access to the Chinook SQLite sample database, including schema exploration and SQL query execution.

google-ads-mcp

MCP server for Google Ads API — 22 tools for campaigns, keywords, RSAs, assets, audiences, geo/device performance, impression share, auction insights, and budget pacing. Community edition with B2B/agency-focused tooling beyond the official Google MCP.

Mobile MCP

一个提供移动自动化功能的模型上下文协议（MCP）服务器。

model-context-protocol-templates

MCP 模板和指南集合，用于快速开发 Model Context Protocol (MCP) 服务器。

DER SP: Indicação do Condutor Infrator

Enables consulting the indication of the offending driver (condutor infrator) from official DER SP (São Paulo State Highway Department) sources. It is a read-only HTTP MCP server with pre-paid credits, compatible with any MCP client.

mcp-waqi

Provides real-time Air Quality Index data from the World Air Quality Index service, enabling queries by location, station, or keyword search.

ecommerce-prompts

Provides AI assistants with access to a library of 924 free ecommerce marketing prompts across 43 categories, enabling tools to list collections, search prompts, and retrieve full templates with variables and recommended AI models.

zyta-sign-mcp

Enables AI agents to manage Zyta Sign documents, signatures, and studies with secure authentication and permission-respecting operations.

Jina AI Remote MCP Server

Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools for web scraping, web/image/academic search, content extraction, screenshot capture, document reranking, and semantic deduplication.

gitpulse-mcp

Exposes GitHub engineering-analytics tools to LLM clients, enabling queries about code review bottlenecks, stale PRs, and commit hygiene.

Semantic Code MCP Server

Bridges MCP and LSP to enable semantic code analysis, including go-to-definition, find references, hover info, and function call relationship checks.

WhatsApp MCP Platform

Provides a Model Context Protocol server for WhatsApp, enabling session management, webhook normalization, and tenant-based message operations through a public API and private control plane.

MCP_Server

用于LLM集成的MCP服务器 (Yòng yú LLM jíchéng de MCP fúwùqì) Alternatively, depending on the context, you might also say: 用于LLM集成的MCP服务器流程 (Yòng yú LLM jíchéng de MCP fúwùqì liúchéng) - MCP Server for LLM Integration Process (Workflow) Here's a breakdown: * **用于 (Yòng yú):** For / Used for * **LLM 集成 (LLM jíchéng):** LLM Integration * **的 (de):** Possessive particle (of) * **MCP 服务器 (MCP fúwùqì):** MCP Server * **流程 (liúchéng):** Process (Workflow) - optional, depending on if you want to emphasize the process aspect.

SMB Sales Intelligence MCP

Domain-expert SMB sales playbooks for AI agents. Discovery questions, objection handlers, cold email + LinkedIn DM templates, BANT/MEDDIC frameworks, closing tactics. Built by an ex-Criteo (268% quota) / ex-Deel ($12B) / ex-HBO / ex-Bloomberg enterprise AE. Use when your AI SDR needs real human-tested sales artifacts.

memoraeu

MemoraEU gives your AI a persistent, encrypted memory — sovereign, zero-knowledge, hosted in Europe. Works with Claude, Cursor, Windsurf, ChatGPT via MCP. Self-host for free (AGPL v3) or use the managed EU cloud.

sokrates-mcp

An MCP server for prompt refinement, task breakdown, code reviews, and idea generation using the sokrates Python library and multiple AI providers.

Supabase MCP Server

Enables AI assistants to interact with Supabase databases through standardized CRUD operations including querying, inserting, updating, and deleting records with support for filtering, pagination, and column selection.

Mavae Image Toolbox

MAVAE IMAGE TOOLBOX 是一个模型上下文协议 (MCP) 服务器，用于与图像媒体工具进行交互。🚀 图像生成 | 🚀 图像编辑 | 🚀 收藏管理 | 🚀 模型和 Lora 管理

Email Social Media Checker

Enables checking email addresses through the Email Social Media Checker API to verify and validate email information.

kmux

A terminal emulator MCP server specifically engineered for LLMs with block-oriented design that organizes command input/output into recognizable blocks and semantic session management. Enables AI to efficiently use terminals for writing code, installing software, and executing commands without context overflow.

SpotiPy MCP

Enables searching Spotify and managing playlists from any MCP client using natural language.

mintpdf

MCP server that converts HTML or Markdown to PDF and can generate PDFs from URLs, with tools generate_pdf and pdf_from_url.