发现优秀的 MCP 服务器

Agent Switchboard

A local MCP server that connects AI coding agents like Claude, Codex, and Gemini, enabling task routing, cross-model debates, and token-efficient context sharing without external APIs.

meta-ads-mcp

Manage Facebook and Instagram ad campaigns directly from Claude Code, enabling performance viewing, budget adjustments, and campaign control without opening Ads Manager.

Zotero MCP Server

这个服务器允许用户通过模型上下文协议与他们的 Zotero 文献库进行交互，提供使用自然语言查询来搜索条目、检索元数据和访问全文的工具。

BharatPay MCP

Provides AI agents with Indian fintech utilities including IFSC bank lookups, PAN/GSTIN validation, mutual fund NAVs, UPI VPA identification, pincode lookups, and INR formatting, all with zero authentication and zero cost.

maya-mcp-server

MCP server for interacting with Autodesk Maya sessions, enabling multi-session management, arbitrary Python execution, and streaming output capture.

Gel Database MCP Server

镜子 (jìng zi)

Playwright MCP Server

Enables browser automation via the Model Context Protocol, supporting headless Playwright and extension bridges for controlling existing Chrome and Firefox tabs.

TestOps MCP Server

Enables AI assistants to interact with TestOps 5.25 for managing projects, test runs, test plans, and test cases via MCP tools.

precision-desktop

MCP server that fixes Windows DPI coordinate scaling for AI desktop automation. Provides UI element finding via Windows Accessibility APIs and coordinate conversion between physical and logical coordinate systems.

Databricks MCP Server

A Model Context Protocol server that provides tools for querying, updating, and exploring Databricks SQL Analytics tables.

Bitpanda Developer API MCP Server

Enables interaction with the Bitpanda cryptocurrency exchange through their Developer API. Exposes Bitpanda trading and account management endpoints as MCP tools via a FastAPI wrapper.

remote-mcp-fastapi

Exposes news search and top headlines via GNews API, plus simulated email tools for sending and retrieving emails.

Demo Server

A simple MCP server built with Python's FastMCP that exposes a calculator tool for addition operations and a dynamic greeting resource for personalized messages.

qa-probe

Probes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.

netherlands-invoice-mcp

Enables AI agents to send Dutch B2B electronic invoices (e-factuur) over the Peppol network using Storecove as the access point.

design-review

This MCP server renders UI design artifacts headlessly, runs deterministic linters, and manages stateful design review loops with an independent vision critic.

CSOAI Governance Crosswalk MCP

CSOAI Governance Crosswalk - MCP server providing AI-powered tools and automation by MEOK AI Labs

Cloudflare MCP

Enables creation and deployment of MCP servers on Cloudflare Workers, with local testing and one-command deployment.

mcp-jsonplaceholder

Wraps the JSONPlaceholder fake REST API to enable testing and prototyping with CRUD operations on posts, comments, and other resources via MCP.

MCP Kling

An integration that enables Claude to generate AI videos from text prompts or images using Kling AI's video generation models.

@nogoo9/mcp-server-cloud-fs

A cloud replacement for mcp-server-filesystem that provides 30 tools for S3, Azure Blob, and Google Cloud Storage, deployable locally via STDIO or remotely over HTTP/WebSocket with OAuth 2.1 authentication.

Apache AGE MCP Server

Enables AI agents to manage and interact with Apache AGE graph databases through natural language. Supports creating, updating, querying, and visualizing multiple graphs with vertices and edges.

SuperFaktura MCP Server

Enables AI assistants to interact with the SuperFaktura invoicing system for managing invoices, clients, and expenses via natural language.

netbox-mcp

A read-only MCP server that exposes NetBox IPAM data over HTTP, allowing engineers to query subnets, IPs, and VLANs using natural language through AI assistants.

Nav2 MCP Server

Enables control and monitoring of Nav2 navigation operations, including navigation, waypoints, costmap management, and lifecycle control, through the MCP protocol.

EasyTouch

Cross-platform system automation tool enabling AI to control mouse, keyboard, screen, windows, and query system info via MCP.

turbovec-mcp

Enables local semantic code search using compressed vectors from turbovec and any OpenAI-compatible embeddings endpoint.

obsidian-mcp

An MCP server that enables AI agents to read, search, write, and link notes in Obsidian vaults while respecting wikilinks, frontmatter, tags, and daily notes conventions, bundled with seven workflow-centric Claude Skills.

jetlag-mcp

Enables listing and running Ansible playbooks, managing roles, reading docs, and creating vars files for the jetlag project.

zora-mcp-server

An MCP server that enables AI-driven on-chain interactions with the Zora Protocol on Base, supporting token queries, swaps, and transfers via natural language.