发现优秀的 MCP 服务器

Google Flights MCP Server

Integrates Google Flights data into AI workflows for natural language flight searches, price comparisons, flexible date searches, and multi-city itinerary planning with support for various cabin classes and passenger types.

coles-woolworths

Exposes api data

PayArk MCP Server

Connects AI agents to Nepal's payment infrastructure through the PayArk API. It enables users to monitor transaction history, manage projects, and generate hosted checkout links using natural language.

ShopBot AI MCP Server

AI customer support MCP server with order status lookup and RAG-powered knowledge base search for e-commerce stores.

mcp-agent-session-summaries

Let your OpenCode coding agent document agent sessions in a safe, sandboxed markdown folder.

qjtrader-mcp

MCP server for QJ Trader AI Trading APIs, enabling LLMs to watch live Canadian market data and place simulated orders.

pdf-mcp

An MCP server for reading, rendering, and searching PDF files, specifically optimized for LLMs to extract text, tables, and technical diagrams. It enables metadata retrieval, multi-format text extraction, and page-to-image rendering using PyMuPDF.

krs-verify

MCP server for verifying Polish business entities from the National Court Register (KRS) and VAT White List. Allows querying by KRS, NIP, or REGON to retrieve official company data including name, address, board, and capital.

AgenticMail

Real email and SMS for AI agents. Run a local mail server with disposable inboxes — agents send and receive real email, fetch verification codes, and drive a real inbox without going through any third-party email API.

Minecraft MCP Server

Enables control of a Minecraft server through RCON commands via natural language, including game commands, chat-based AI interactions, and server management capabilities.

spoooler

Enables local-first Instagram reel production entirely over MCP, turning raw footage, URLs, or topics into finished reels with script generation, stock media, voiceover, and captions.

Strety MCP Server

Enables Claude Code to manage Strety todos and people via read/write tools with OAuth token auto-refresh.

tuskledger-mcp

Enables AI assistants to query and analyze local personal finance data from Tusk Ledger through tools for transactions, accounts, investments, and more, without sending data to the internet.

Unbundle OpenAPI Specs MCP

Unbundle OpenAPI Specs MCP

suno-mcp

Enables AI music generation and management through the Suno API, supporting text prompts, custom lyrics, track status monitoring, and credit management.

ts-code-awareness

A static-analysis knowledge base for TypeScript/NestJS codebases, served to AI agents over MCP for understanding code without hallucination and excessive token usage.

mcp-server-Sql

这是一个基于 Spring Boot 的 SQL 服务应用，用于执行 SQL 查询并将结果写入文件。该服务作为 Spring AI MCP (模型, 聊天, 提示) 框架的一部分，提供了 SQL 查询和更新操作的功能。

decixa-mcp

MCP server for Decixa that helps AI agents find and resolve APIs for tasks using natural language intents, with support for budget and latency filtering.

procmem

An MCP server for Windows process memory inspection/editing and crash dump analysis, enabling live memory scanning, patching, pointer resolution, disassembly, and offline dump examination via structured tool calls.

vibe-guard

MCP server that provides project guardrails including prior art research, project status checks, next task retrieval, and quality gate enforcement for AI-assisted development.

Telegram Notifier MCP Server

Enables AI agents to send notifications and media (text, photos, documents, videos) via a Telegram bot.

Whimsical MCP Server

镜子 (jìng zi)

shorthand-mem

Semantic compression MCP server that reduces document token usage by 60-80% using structured symbolic notation, enabling Claude to efficiently store, retrieve, diff, and summarise documents across PRD, CODE, PAPER, and MEETING domains.

Quicken Mac MCP

Provides read-only access to Quicken for Mac financial data, allowing users to query accounts, transactions, and spending trends through natural language. The server functions by reading the local SQLite database directly while the Quicken application is open.

Clipboard MCP

Provides tools for reading and writing system clipboard data across Linux, macOS, Windows, and WSL platforms.

AIND Metadata MCP Server

Provides access to Allen Institute for Neural Dynamics (AIND) metadata and data assets through MongoDB queries, aggregation pipelines, NWB file exploration, and AI-powered data summaries.

Prosp MCP Server

MCP server for Prosp.ai LinkedIn outreach automation. Manage leads, campaigns, messaging, and analytics programmatically.

@teatak/mcp-server-browser

An MCP server that runs in the browser, letting web pages register custom tools and prompts and expose them to an MCP client over WebSocket. Enables agents to drive UI, call page-scoped APIs, and get human-in-the-loop confirmation.

OpenAI Image MCP Server

Enables conversational image generation, editing, and refinement through OpenAI models with session memory for iterative creative workflows.