发现优秀的 MCP 服务器

Accessibility MCP Server

Provides comprehensive accessibility auditing tools for websites using axe-core, Lighthouse CLI, and WAVE API. Returns deterministic, WCAG-mapped results with selectors and DOM context for remediation.

For Five Coffee MCP Server

Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.

HP ALM MCP Server

Enables AI agents to interact with HP ALM / Quality Center for QA workflows including test case management, test execution, defect tracking, and requirements management.

tiktok-organic-mcp

Enables AI assistants to access TikTok organic analytics including video performance, engagement metrics, and profile insights via the TikTok Developer API.

Jupyter MCP Server

通过模型上下文协议启用与 Jupyter Notebook 的交互，支持在 JupyterLab 环境中执行代码和插入 Markdown。

Clone Space MCP

Archives live web pages for offline replay with full interactivity, enabling AI agents to analyze page structure and behavior.

zoho-mail-mcp

MCP server providing Claude read access to Zoho Mail for listing, searching, and reading emails, as well as saving drafts without sending them.

mcp-roldan-municipal

Read-only MCP server for citizen inquiries about the Municipality of Roldán, with document search, HTTP API, and messaging webhook support.

erpnext-server

这是一个基于 TypeScript 的 MCP 服务器，它提供与 ERPNext/Frappe API 的集成。它使 AI 助手能够通过模型上下文协议与 ERPNext 数据和功能进行交互。

RegressGuard

RegressGuard is an MCP server that records a known-good baseline and lets AI coding agents detect regressions (broken API contracts, failing tests, schema changes) during their edit loop, allowing them to self-correct before committing.

Ghost + Contentful MCP

Enables AI assistants to search blog posts and pages from Ghost, and learn pages, case studies, and events from Contentful. Provides five search tools with contextual snippets via MCP stdio transport.

Local Snowflake MCP Server

Enables Claude Desktop to interact with Snowflake databases through natural-language SQL queries. Built in Python, it allows secure local integration between LLMs and enterprise data systems for database operations and analysis.

academic-mcp

Unified academic search MCP server that searches open literature (arXiv, bioRxiv, medRxiv, PMC), CNKI, and Web of Science, with browser-backed authentication, local paper library, and export to multiple formats.

ConsumerSim MCP Proxy

Exposes forecast lookup tools for consumer spending predictions across regions and time periods.

Feedback Analyzer AI MCP

Feedback Analyzer AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Tenzir MCP Server

An MCP server that enables AI assistants to interact with Tenzir, a data pipeline engine for security operations, including executing pipeline queries, managing OCSF schemas, and generating parsers.

pumpswap-mcp

pumpswap-mcp

Orbis MCP

Connects AI agents to 2,800+ APIs via x402 micropayments on Base, enabling automated API calls for $0.01 each without signup or API keys.

MCP Tools Suite

用于管理模型上下文协议 (MCP) 服务器的综合工具包

Bounty-api

Verified Singapore property, tax, affordability, salary, and location data for AI agents. 17 MCP tools, x402 micropayments, source provenance on every response. Singapore live now, more markets coming. Categories: Finance, Real Estate, Data, Singapore, x402, Payments, Government Data

rolldeep

Enables AI agents to operate a local study lab by rolling one-time topics, choosing a card, and completing it with proof, while managing syllabi and progress locally.

Firebase MCP Server

Enables inspection and querying of Firestore data and Cloud Function logs within the Firebase Emulator environment. It provides tools to navigate collections, retrieve documents, and filter function logs using regex and other criteria.

OmniAgent MCP Mesh

Enterprise-grade asynchronous multi-agent orchestration and MCP router mesh framework, enabling DAG-based workflows, consensus-driven agent swarms, and REST/telemetry gateway.

DocuMCP

An MCP server that enables Claude to generate, search, and manage documentation for codebases using vector embeddings and semantic search, providing tools for creating user guides, technical documentation, code explanations, and architectural diagrams.

qbittorrent-mcp

MCP server exposing qBittorrent's WebUI API v2 as tools, enabling LLMs to manage torrents, categories, tags, RSS feeds, search plugins, and application settings.

portfolio-mcp-server

Exposes 32 portfolio tools over stdio so MCP-compatible AI clients can read and manage profile, projects, skills, certifications, education, experience, and testimonials from a universal-portfolio instance.

AnyMail MCP

Connect all your email accounts to your AI agent — not just one. AnyMail MCP is a local MCP server that gives an agent full read/send/organize/delete access across multiple Gmail accounts at once, over IMAP/SMTP.

aiplayer-mc-bot MCP Server

Enables natural language control of a Minecraft bot, allowing it to execute tasks like mining, exploring, and item management via AI-powered commands.

JSON MCP Boilerplate

A starter template for building MCP (Model Context Protocol) servers with TypeScript support. Provides a clean foundation with example tools, resources, and prompts for creating custom integrations with Claude, Cursor, or other MCP-compatible AI assistants.

arcbounty-mcp

Browse, take, and submit USDC bounties on ArcBounty (Arc Network, ERC-8183 escrow + ERC-8004 reputation).