发现优秀的 MCP 服务器

claude-code-delegate-local

MCP server that delegates Claude Code subagents to alternative backends such as local models, DeepSeek, or AWS Bedrock, while keeping your Claude Code orchestrator session intact.

mcp-browser-use

Enables browser automation through MCP clients like Claude or Cursor, using the client's existing LLM without requiring an additional API key.

Dilix MCP

Open-source MCP server providing real estate regulatory intelligence (zoning, permits, entitlements, deal scoring) for US properties, enabling AI agents to access 10 callable tools.

Flyworks MCP

A Model Context Protocol server that provides a convenient interface for creating lipsynced videos by matching digital avatar videos with audio inputs.

MCP Git Manager

An MCP server that gives AI agents git repository access: status, log, diff, branch, commit, push, pull, tag, stash, remotes — 24 tools, zero dependencies, pure Python stdlib (subprocess).

PGSandbox MCP

PGSandbox MCP is a local Rust MCP server for disposable Postgres databases. It creates tracked database/role pairs, returns scoped sandbox credentials, supports bounded SQL and schema tools, and cleans up expired sandboxes with TTLs.

MCP2ANP Bridge Server

Enables MCP clients like Claude Desktop to interact with ANP (Agent Network Protocol) agents through three core tools: authentication setup, document fetching, and OpenRPC method invocation. Converts ANP's crawler-style interaction paradigm into MCP-compatible tools for seamless agent communication.

lucid-apple-mcp

MCP server that gives Claude and local LLMs access to Apple's on-device frameworks — Vision OCR, NSDataDetector, and Apple Intelligence FoundationModels. Everything runs on your Mac with zero data leaving.

utekos-docs-mcp-server

A template for building MCP servers using the xmcp framework, with automatic discovery of tools, prompts, and resources.

Gardening AI MCP Server

An MCP server for gardeners providing plant identification, climate-adjusted watering schedules, soil analysis, companion planting compatibility, and pest diagnosis with organic treatment plans.

Wisembly MCP Server

Enables interaction with the Wisembly API to fetch and manage event data, including event details, participants, organizers, and locations.

mcpserver-semantickernel-client-demo

Okay, here's a translation of "Showing a super simple implementation of a C# MCP server hosted with Aspire and consumed by Semantic Kernel": **Simplified Chinese:** **展示一个超简单的 C# MCP 服务器实现，该服务器使用 Aspire 托管并由 Semantic Kernel 使用。** **Explanation of Choices:** * **展示 (zhǎn shì):** "Showing" translates well to "展示," meaning "to demonstrate," "to show," or "to display." * **一个 (yī gè):** "a" translates to "一个," meaning "one" or "a." * **超简单的 (chāo jiǎn dān de):** "Super simple" is best translated as "超简单的," meaning "ultra-simple" or "extremely simple." "超" emphasizes the simplicity. * **C# MCP 服务器实现 (C# MCP fú wù qì shí xiàn):** "C# MCP server implementation" translates directly to "C# MCP 服务器实现." "服务器" means "server," and "实现" means "implementation." * **该服务器 (gāi fú wù qì):** "The server" translates to "该服务器," meaning "this server" or "the aforementioned server." * **使用 Aspire 托管 (shǐ yòng Aspire tuō guǎn):** "Hosted with Aspire" translates to "使用 Aspire 托管." "使用" means "using," and "托管" means "hosted" or "managed." * **并由 Semantic Kernel 使用 (bìng yóu Semantic Kernel shǐ yòng):** "Consumed by Semantic Kernel" translates to "并由 Semantic Kernel 使用." "并由" means "and by," and "使用" means "used" or "consumed." This translation aims to be clear, concise, and technically accurate.

Tableau MCP Server

Connects Claude Desktop to Tableau Server for natural language data analysis and comprehensive administrative capabilities, including user and permission management.

mad-invoice-mcp

Enables creation and management of invoices with JSON storage and LaTeX-based PDF rendering. Supports draft creation and professional PDF generation through customizable LaTeX templates.

MCP Academic Editor

A sophisticated academic manuscript revision system that provides surgical, line-anchored editing tools through MCP, designed for precise manuscript revisions while maintaining word count and semantic integrity.

Personal Gmail MCP

Personal Gmail MCP (InternalBeyond external version) is a fully external Gmail MCP server compatible with any Streamable HTTP MCP client, offering 18 tools for searching, reading, composing, sending, and managing Gmail emails, threads, drafts, and labels via a secure OAuth flow deployed to Render.

Stampchain MCP Server

A Model Context Protocol server that enables interaction with Bitcoin Stamps data via the Stampchain API, providing tools for querying stamp information, collections, and blockchain data without requiring authentication.

Dokploy MCP Server

Enables AI assistants to manage cloud infrastructure through natural language by providing a unified interface to the Dokploy platform. Supports Docker containers, applications, databases, domains, monitoring, and deployment operations through conversational commands.

LongtermMemory-MCP

A fully local MCP server that gives AI agents persistent, semantic long-term memory without any cloud dependencies.

korea-public-data-mcp

Enables Claude to query Korean public financial, economic, and statistical data (OpenDART, ECOS, KOSIS, and data.go.kr) via real API calls, providing factual answers instead of guesses.

forensic-rag-mcp

MCP server providing semantic search over incident response knowledge from 23 authoritative security sources.

iranti

Persistent shared memory for AI coding agents. Stores facts as entity/key/value triples with hybrid semantic search, task checkpoints, and conflict resolution — shared across Claude Code, Codex CLI, and GitHub Copilot.

Subnet Calculator MCP Server

Enables subnet mask calculations and network planning through MCP framework. Provides detailed subnet information including network addresses, IP ranges, and broadcast addresses, plus LAN planning advice for different network scales.

hamravesh-mcp

MCP server to manage Hamravesh (Darkube) apps via the console's internal API, supporting read and write operations like listing apps, viewing logs, restarting, scaling, and updating environment variables.

SIN-Code-Frontend-Design-Skill

Provides 8 MCP tools for frontend design: load design system, generate components, scaffold pages, review consistency, extract tokens, check WCAG 2.2 AA, test responsiveness, and export to Figma.

Hermes MCP Bridge

Read-only MCP bridge exposing Hermes gateway monitoring tools (status, mission control, channels, approvals) to ChatGPT via HTTP/SSE.

Lific

Self-hosted issue tracker built for agent-driven development. One binary, SQLite storage, MCP-native, with a web UI, REST API, and CLI for the humans.

kilo-computer-use

MCP server that connects AI agents to a real Chrome browser via a WebSocket extension bridge, enabling over 40 browser control tools without debug mode or profile isolation.

cannons-auctions-mcp

MCP server for Cannons Auctions API, enabling natural language access to auction data including item search, auction listings, and detailed item information.