发现优秀的 MCP 服务器

mcp-file-tools

MCP server for file operations with non-UTF-8/Unicode encoding: Cyrillic, CP1251, CP1252, ISO-8859, KOI8 auto-detection

GitBridge

Enables AI assistants to analyze GitHub repositories, including fetching repository details, searching, and retrieving README content.

Saleor MCP Server

A Model Context Protocol server that enables AI assistants to interact with Saleor e-commerce data including products, orders, customers, and more.

MCP Python SDK

A Python implementation of the Model Context Protocol that enables applications to provide standardized context for LLMs, allowing developers to build servers that expose data and functionality to LLM applications.

Postgres MCP Server

Enables LLMs to query and analyze PostgreSQL databases through a controlled interface. Supports SQL query execution, table schema inspection, and optional write operations with safety controls.

inoreader-mcp

An MCP server for the Inoreader RSS reader API that allows users to triage articles, analyze feed health, and manage subscriptions. It enables reading content, organizing folders, and performing batch tagging or status updates through natural language.

Douyin MCP

Enables AI assistants to access Douyin (TikTok China) data including video search, details, comments, and user information via local JavaScript signature.

Joblet MCP Server

Enables AI assistants to manage distributed computing jobs through the Joblet platform, supporting job orchestration, workflows, storage, networks, and monitoring.

Anchorage Open Checkbook MCP

Read-only MCP server providing tools over Municipality of Anchorage's expenditure, payroll, procurement, and revenue data, with duplicates filtered by default.

prolog-reasoner

SWI-Prolog execution for LLMs with CLP(FD) and recursion — boosts logic/constraint accuracy from 73% to 90% on a 30-problem benchmark.

apple-revcat-mcp

MCP server for Claude Desktop that exposes App Store Connect and RevenueCat APIs, enabling indie iOS developers to query portfolio metrics, sales reports, subscriptions, and customer reviews directly in chat.

ukg_pro_wfm_mcp_server

Enables natural language interaction with UKG Pro Workforce Management APIs. It detects intent, resolves missing inputs, hydrates related objects, and returns complete, validated operational answers across scheduling, timekeeping, attendance, and more.

PostgreSQL Read-Only MCP Server

A secure MCP server that enables querying PostgreSQL databases through an SSH tunnel with enforced read-only access, connection pooling, and comprehensive data exploration tools.

Observable Notebook Kit Debug MCP Server

Enables AI assistants to inspect values, view errors, and capture canvas output from Observable Notebook Kit notebooks running in a web browser.

air_choose

MCP server that watches flight and train fares across multiple provider APIs, with tools to manage watched routes and a background scheduler that re-checks hourly for new offers.

Durable MCP Tripleshot

Enables users to search, browse, and retrieve AI prompts from the Tripleshot public API. Provides access to community prompts, trending content, and template rendering capabilities through a durable MCP server interface.

mem-forensics-mcp

Multi-tier memory forensics MCP server combining a fast Rust engine with Volatility3 coverage for analyzing memory dumps.

Dev Tools MCP Server

A TypeScript MCP server example providing basic developer tools: hello world greeting, arithmetic calculator, and file information retrieval.

meshy-forge

Prevents Meshy asset expiration by automatically storing models locally, enabling search and reuse via prompts.

zime-memory

A personal memory MCP server for Claude Code that stores and retrieves memories via natural language, supporting text, images, files, and secrets with vector search.

Mineru MCP Server

Enables batch conversion of PDF files to HTML format using Mineru's official PDF parsing API. Supports automatic file scanning, customizable parsing parameters, and organized output with renamed image assets.

Garmin Open MCP

Unofficial MCP server bridging Garmin Connect to MCP clients and ChatGPT, providing tools to access health data, activities, and trends via a self-hosted API.

MCP Server Meraki

用于 Meraki API 的 MCP 服务器 - 用于管理 Meraki 基础设施的标准化接口

Hippycampus

一个基于 LangChain 的服务器，支持动态加载 OpenAPI 规范，并通过服务器发送事件 (SSE) 传输实现与 Web 服务的自然语言交互。

Weather MCP Server

Enables real-time weather queries for Chinese and global cities via the wttr.in API, providing current conditions such as temperature, humidity, and wind speed.

Harvest MCP Server

Enables AI assistants to manage Harvest time tracking by verifying credentials, listing projects and tasks, retrieving and logging time entries, and starting/stopping/restarting timers.

smart-xdebug-mcp

Connects AI assistants like Claude to PHP's XDebug debugger for runtime inspection, breakpoint control, and variable tracking, enabling natural language debugging of PHP applications.

git-mcp-server

A secure, git-aware MCP server for working with local repositories, enabling file management, shell commands, and full git operations within allowed directories.

Pulsar Rebuild

Enables AI systems to utilise all public data on www.pulsardevelopments.com

MCP Project Manager

Provides project management capabilities through terminal, web UI, or MCP stdio, including plans, code analysis, and filesystem-safe operations.