发现优秀的 MCP 服务器

Australia Payments MCP

Lets AI agents accept payments in Australia via Stripe hosted checkout by creating payment links and checking payment status.

ripple

A data-incident triage agent for DataHub that traverses downstream lineage, ranks affected assets by criticality, resolves owners, and records incidents back into the catalog.

engram-mcp

Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama embeddings with keyword fallback. Tools: remember, recall, history, forget, stats.

AST-Indexer MCP Server

AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositories with AST parsing. It extracts functions, classes, imports, variables, and SQL schema objects from JavaScript, TypeScript, C#, and SQL codebases so they can be queried through MCP tools.

standup-pulse

Enables generating AI-powered standups from git activity, with risk flags and markdown digests, via MCP tools.

job-search

A job-search MCP server that ranks roles, drafts cover letters, and rehearses Q&A answers using a candidate profile, with live listings from five public sources.

unsubly

MCP server with 12 tools enabling AI agents (Claude, ChatGPT) to manage Algorand-based subscriptions, including locking funds in vaults and automated payments.

telegram-user-mcp

Integrates Telegram user account with MCP, exposing operations like reading and sending messages, managing chats, and more via stdio or SSE transport.

Obsidian MCP Server

Exposes an Obsidian notes vault as MCP services, enabling AI assistants to search, read, create, update, and delete notes and folders.

jimeng-mcp-v4

MCP server for generating images using Volcano Engine's Jimeng AI, supporting the latest Seedream4.0 model.

mcp-restaurant-order

MCP (模型上下文协议) 服务器实现。只是一个玩具。

PowerPoint MCP

An MCP server that gives AI agents real-time control over Microsoft PowerPoint via COM automation, offering 156 tools across 26 categories for creating, editing, and formatting presentations directly in a running PowerPoint instance.

Ultrade MCP Server

Enables interaction with the Ultrade API to manage wallets, execute market orders, and access real-time trading data. It provides tools for account authentication, market depth analysis, and system status monitoring.

tradingrearchagents

An MCP server providing a harness-neutral trading research capability with a durable run lifecycle, supporting stage commit, receipts, pause/resume, cancellation, decision memory, report export, and credential-free fixture-based research workflows for TradingAgents integrations.

PyEye Server

An extensible MCP server that provides intelligent Python code analysis, navigation, and understanding capabilities for AI assistants like Claude.

Brevo MCP

一个 TypeScript 服务器，用于集成 Brevo (Sendinblue) API，以便在多渠道应用程序（如 Claude Desktop）中管理联系人、发送电子邮件和跟踪电子邮件事件。

UniCloudDB-MCP

A database operation tool for uniCloud based on MCP protocol that allows AI assistants to perform database CRUD operations through standardized interfaces.

MCP Time Server

一个 Python 微服务，提供用于检索当前时间和在不同全球时区之间进行转换的实用程序，并具有强大的验证功能。

local-drive-mcp

MCP server enabling ChatGPT to interact with local filesystem via controlled file operations like read, write, edit, and search, with configurable guardrails for safety.

mcp-weather-tutorial

MCP server providing weather forecast and geocoding tools using Open-Meteo API, with examples of basic and agent-based clients.

Equipment Health MCP Server

An AI agent system that monitors manufacturing equipment health using the Model Context Protocol (MCP). Enables answering natural language questions about equipment status, maintenance, and anomalies through MCP tools.

iMessage MCP

Local MCP server for reading macOS Messages history and sending iMessages, with security features like opt-in send tools and recipient allowlists.

CAD-MCP

Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through natural language instructions via the Model Context Protocol. It supports automated drawing of shapes, layer management, and saving designs to DWG files without manual interface interaction.

buzz-mcp

A TypeScript MCP server for the CorePrt Nostr relay, enabling MCP-compatible clients to publish and read Nostr events. Currently a scaffold with planned tools for event publishing, fetching, searching, and subscribing.

meta-prompt-mcp

MCP server providing on-demand access to official prompting guides for building robust meta-prompts.

shippage

Enables publishing HTML, markdown, text, ZIP files, and static folders to Shippage, with tools for asset uploads, page listing, updating, and deleting.

mcp

通过 MCP 服务器与 Claude Desktop 交互，只是在探索。

ts-mcp-server

A lightweight MCP server that provides 40 tools for TypeScript/JavaScript refactoring and code intelligence, directly mapping to TypeScript's tsserver protocol commands for accurate structural changes and workspace analysis.

College AI Assistant

Provides MCP tools for searching student profiles, viewing marks/attendance, and finding low-attendance students. Enables AI assistants like Gemini to interact with college student data through natural language.

eSignatures MCP Server

Enables managing electronic signatures and contracts through the eSignatures API, including creating, sending, and withdrawing contracts, as well as managing templates and collaborators.