发现优秀的 MCP 服务器

Telegram Pager MCP Server

A specialized MCP server that allows AI coding assistants to send direct messages via your personal Telegram account.

Failsafe MCP Server

Credential resilience for AI agents, providing AES-256 encrypted storage, automatic health checks, and failover to backup credentials for providers like OpenAI, Anthropic, GitHub, and Stripe.

sql-safety-executor

Enables LLMs to safely execute database queries via MCP tools, with security features including query restrictions, truncation, and timeout.

OpenBrowser

A zero-dependency MCP server that drives a real Chrome browser through a companion extension, enabling AI agents to automate real user sessions with trusted input events, compact accessibility-tree snapshots, and 14 tools for navigation, interaction, scripting, and inspection.

Xero MCP Server

一个模型上下文协议（Model Context Protocol，MCP）服务器实现，提供对Xero会计和业务功能的标准化访问，从而可以通过MCP实现诸如联系人管理、发票创建和科目表管理等操作。

incident-commander-mcp

AI-powered incident management MCP server that enables investigation, root cause analysis, and response actions for production incidents using mocked data for demo purposes.

agentsearch-mcp

Remote MCP connector for AgentSearch API that exposes web search, instant answers, and URL-to-clean-text fetching as typed MCP tools for agents and RAG pipelines.

Taiwan Tender MCP

MCP server that provides real-time, high-quality tender information from Taiwan's government e-procurement website via enhanced web scraping, enabling AI to query and analyze procurement opportunities.

FatSecret MCP Server

Enables AI assistants to search foods and recipes, track diet, manage weight, and log exercise using the FatSecret Platform API.

Optometry AI Safety MCP

Optometry AI Safety - MCP server providing AI-powered tools and automation by MEOK AI Labs

Kali MCP Security Lab

A safety-constrained MCP server that exposes selected Kali Linux and Nmap capabilities within an authorized lab network, enforcing strict scope limitations and audit logging.

Universal API Connector MCP

Enables AI agents to connect to any API by loading OpenAPI, GraphQL, gRPC, or SOAP specs, with a built-in catalog of 2500+ public APIs, supporting secure execution, response filtering, chaining, and parallel calls.

us-macro-mcp

Provides AI assistants with clean access to 58 US macroeconomic indicators from the FRED database, with pre-computed changes and no need to know series IDs.

speckle-mcp

MCP server for Speckle that enables AI-powered AEC interoperability, letting users manage Speckle projects, models, and versions through natural language, with guidance for data push/pull via native connectors.

skill-router-mcp

Indexes installed SKILL.md files and provides deterministic search and recommendation tools to help AI agents select relevant skills without executing them.

LinkedIn Ads MCP

Provides LinkedIn Ads data and management capabilities to AI assistants via MCP, with LinkedIn SSO authentication and a web-based setup/admin interface.

Metis FCA Handbook AI Harness MCP Server

Integrates the Metis FCA Handbook AI Harness into Claude Desktop to analyze FCA Handbook applicability for financial products, services, or firms, returning structured compliance reasoning with verbatim citations.

Inforcer MCP Server

An MCP server providing AI assistants read-only access to Inforcer Microsoft 365 governance data, including tenants, baselines, policies, and audit logs, with one write action to trigger assessments.

EdgeMind-MCP-Story

An MCP server that connects an LLM client to a local LM Studio instance to generate and save creative writing stories as text files.

Kuzu MCP server

这个服务器支持用户和他们的Kuzu数据库之间进行自然语言交互，用户可以使用像Claude Desktop或Cursor这样的客户端，允许大型语言模型（LLM）检索数据库模式、执行Cypher查询、创建节点以及在图数据库中建立关系。

Memorised them All

Imagine you could hand Claude a filing cabinet of your documents and say "remember all of this." Later you just ask questions, and Claude answers from what it remembers — citing which document each fact came from. That's Memorised them All. It's a small add-on (an MCP server) for Claude Desktop and Claude Code that: Reads your files — PDFs, Word/Excel/PowerPoint, web pages, images (with OCR), ev

mcp-server-starrocks

这个 MCP 服务器提供与 Starrocks 的连接，让您能够以最小的努力探索这个查询引擎。

MCP Agile Agent

Provides Trello project management tools (create cards, move cards, add comments, list cards) with fuzzy matching for AI agents like Claude and OpenCode.

Home Assistant MCP

通过模型上下文协议服务器公开所有 Home Assistant 语音意图，以实现家庭控制。

Agile Luminary MCP Server

A Model Context Protocol server that connects AI clients to the Agile Luminary project management system, allowing users to retrieve project details, work assignments, and product information within AI conversations.

Run Model Context Protocol (MCP) servers with AWS Lambda

在 AWS Lambda 函数中运行现有的基于标准输入/输出 (stdio) 的模型上下文协议 (MCP) 服务器

Atomistic Toolkit MCP Server

一个兼容 MCP 的服务器，通过 ASE、pymatgen 等提供原子模拟功能。

sentor-mcp

Connects entity-based sentiment analysis, document clustering, and topic naming to MCP-compatible AI assistants.

ai-vision

Provides image recognition capabilities to MCP clients by integrating with OpenAI-compatible vision models, supporting local images, URLs, multi-image comparison, and model listing.

firefox-browser-control

Enables Codex to manage a local Firefox session by listing, grouping, opening, activating, navigating, and closing non-private tabs and native tab groups through a secure local native-messaging bridge.