发现优秀的 MCP 服务器

vmware-avi

VMware AVI Load Balancer (NSX Advanced Load Balancer) management plus AKO Kubernetes integration. 29 MCP tools across virtual services, pools, analytics, and AKO lifecycle, with double-confirmation gates and audit logging for destructive operations.

HailuoMCP

Hailuo AI video generation with text-to-video, image-to-video, subject reference video, and multiple models via AceDataCloud API.

Architectural Decision Log (ADL) System

Enables AI assistants to manage architectural decisions through CRUD operations integrated with a GraphQL backend and SAP/LeanIX fact sheets. It provides tools for creating, reading, updating, and deleting ADL entries to maintain a structured history of technical choices.

Google Tasks MCP Server

Enables AI assistants to manage Google Tasks through natural language interactions. Supports creating, updating, deleting, searching, and listing tasks with secure OAuth2 authentication.

Notes MCP Server

一个基于 TypeScript 的 MCP 服务器，使用户能够管理文本笔记，并提供诸如笔记创建和使用模型上下文协议生成摘要等功能。

mcpRedmine

Enables querying Redmine projects via the MCP protocol, currently supporting listing projects.

Lorem Ipsum By Api Ninjas

Generates Lorem Ipsum placeholder text with customizable parameters including paragraph count, length, and formatting options through the API Ninjas service.

MiMo Bridge MCP

Enables Codex to delegate bounded coding tasks to MiMo Code through a shared local daemon, supporting task boundaries, Git Worktrees, and a collaborative review workflow.

mysql-mcp-server

Provides read-only access to MySQL database schema and sample data, offering tools to list tables, get schema, and fetch sample rows for safe backend development.

Playwright MCP

A browser automation MCP server that enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or vision models.

Gmail AutoAuth MCP Server

Enables AI assistants to manage Gmail through natural language interactions with auto-authentication, including sending, reading, searching, and organizing emails and labels.

MCP Database Query Server

Enables AI agents to query and explore databases including SQLite, PostgreSQL, MySQL, and SQL Server through a secure, read-only workflow. It provides tools for listing connections, inspecting table schemas, and executing SELECT statements directly within VS Code.

Meshwright MCP Server

MCP server for Meshwright, enabling agents to create 3D models from text prompts via a LangGraph pipeline. Supports configurable image providers, background removal, and TRELLIS reconstruction backends.

mcp-zig

MCP server providing Zig language features (completions, hover info, definitions, references) via integration with the Zig Language Server (zls).

attestive-mcp-example

A thin MCP server wrapper that automatically audits all tool calls via Attestive's AuditClient, logging decisions and enabling verification of the hash chain. It provides an example server with audited tools and demonstrates end-to-end recording and verification through the MCP protocol.

cygnus-ssh-mcp

Enables AI assistants to manage remote servers via SSH with 43 specialized tools for command execution, file editing, directory operations, and background tasks across Linux, macOS, and Windows.

eventbrite-mcp

Read-only MCP server for accessing Eventbrite tickets, orders, organizer data, and public event search (including undocumented consumer search via browser bridge).

ClawPay

Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated shopping with single-use virtual cards and transaction management.

Not-Happy-Jan

Multi-sensory feedback MCP server for AI coding agents, providing audio, visual, haptic, and physical notifications with customizable characters and modes.

mcpstead

MCP Gateway that aggregates multiple upstream MCP servers into a single endpoint with persistent connections, tool registry, and authentication.

fac-mcp

Enables querying and analyzing US federal grant single-audit filings, including audits, findings, and federal awards, using data from the Federal Audit Clearinghouse.

Excel WebView2 MCP

Connects Claude Code to Microsoft Excel add-ins via the Chrome DevTools Protocol, enabling inspection, automation, and lifecycle management of add-ins running in WebView2.

unifi-mcp

Enables read-only querying of a UniFi fleet via the Site Manager API and per-console connector proxy, allowing users to list hosts, sites, devices, ISP metrics, and live network clients through Claude.

Harvest Time Tracking MCP Server

用于 Harvest 时间追踪的 MCP (模型上下文协议) 服务器。

AgentStack MCP

One deterministic reasoning stack behind a single MCP endpoint, chaining scenario simulation, decision analysis, and precision computation with 40-digit decimal math.

Hoplon

Enables AI coding agents and hosts to enforce deterministic repository boundaries via MCP, providing structured reads, supervised edits, snapshots, audits, and recovery with machine-readable evidence.

sql-safety-executor

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

obsidian-local-mcp

Enables Claude to create, read, update, and search notes in a local Obsidian vault, with automatic YAML frontmatter and folder management.

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.

@aredotna/mcp

MCP server for the Are.na API, providing 40+ auto-generated tools and custom composite tools to interact with Are.na channels, blocks, and users.