MCP Servers

Connect agents to tools and data through the Model Context Protocol

MCP

MCP Toolbox for Databases

googleapis/mcp-toolbox
Databases★ 16.3k

Google's open-source database MCP server and custom-tool framework connects many databases to MCP clients while letting operators constrain agent actions through prebuilt or parameterized tools.

stdioStreamable HTTPGemini CLIClaude Code
MCP

MCP Inspector

modelcontextprotocol/inspector
Developer tools★ 10.8k

MCP Inspector is the official Model Context Protocol debugging tool. Its Web, CLI, and TUI clients connect to MCP servers and inspect tools, resources, prompts, transports, authentication, and MCP Apps.

stdioStreamable HTTP本地 Web 浏览器命令行
MCP

Azure DevOps MCP Server

microsoft/azure-devops-mcp
Cloud & DevOps★ 2.0k

Azure DevOps MCP Server lets MCP-capable agents read and operate on Azure DevOps projects, work items, repositories, pipelines, test plans, wikis, and Advanced Security data.

Streamable HTTPstdioCodexVisual Studio Code / GitHub Copilot
MCP

Stripe MCP Server

stripe/ai#tools/modelcontextprotocol
Productivity★ 1.8k

Stripe MCP Server lets agents search Stripe documentation and manage customers, products, prices, payment links, invoices, refunds, subscriptions, and disputes within Restricted API Key permissions.

Streamable HTTPstdioClaude DesktopGemini CLI
MCP

Secure MCP Tunnel client

openai/tunnel-client
Security★ 369

OpenAI's self-hosted client for connecting private or localhost MCP servers to ChatGPT, Codex, the Responses API, and AgentKit through Secure MCP Tunnel without exposing the MCP listener to the public internet.

stdioStreamable HTTPChatGPTCodex