发现优秀的 MCP 服务器

Browser MCP

Enables MCP clients to control a real local browser window for web automation tasks such as clicking, typing, scrolling, and taking screenshots.

Remote MCP Server Authless

A Cloudflare Workers-based remote Model Context Protocol server that operates without authentication requirements, allowing users to deploy custom AI tools that can be accessed from Claude Desktop or the Cloudflare AI Playground.

Firecrawl MCP Server

A Model Context Protocol server that enables web scraping, crawling, and content extraction capabilities through integration with Firecrawl.

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.

Interactive Feedback MCP

Enables AI assistants to request user feedback and confirmation to prevent speculative tool calls and reduce resource usage. It streamlines task completion by consolidating multiple potential steps into a single, feedback-aware process.

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.

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.

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.

SnackMachine

Modular snack registry, scheduler, spool, and MCP knowledge conduit that enables AI-ranked search, multi-agent shared memory, and FTS5 indexing across vault layers.

Ecosyste.ms Package Data

Enables querying package ecosystem data from ecosyste.ms, including package metadata, versions, security advisories, dependencies, and repository information across 40+ package registries with fast local SQLite lookups and API fallback.

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.

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.

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.

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.

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.

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.

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.

Hermes MCP Bridge

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

Wisembly MCP Server

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

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.

rules-as-code-mcp

Deterministic SNAP eligibility logic, exposed as auditable Model Context Protocol tools. An AI agent can read, reason, and orchestrate, but the eligibility determination itself is made by versioned, tested, cited code that a caseworker, an auditor, or a court can inspect.

CodeLens MCP

A local MCP server that enables LLM clients like Claude to perform semantic code search and answer questions about a codebase using tree-sitter parsing and sqlite-vec vector storage.

GSAP Master MCP Server

Transforms Claude into a GSAP animation expert with AI-powered natural language animation creation, complete API coverage, and production-ready patterns for all GSAP features and plugins.

AltText.ai MCP Server

Enables AI assistants to generate alt text, manage image libraries, and audit web pages for accessibility using the AltText.ai API.

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.

NotebookLM MCP Server

Enables AI assistants to programmatically access and control Google NotebookLM, supporting operations like notebook management, source addition, audio generation, and more via natural language.

Duyet MCP Server

An experimental Model Context Protocol server that enables AI assistants to access information about Duyet, including his CV, blog posts, and GitHub activity through natural language queries.

Agentic Vault MCP Server

Exposes an EVM wallet to AI agents via MCP, using AWS KMS for HSM-backed signing and a deny-by-default policy engine for secure DeFi transaction approvals.