发现优秀的 MCP 服务器

Pulsar Rebuild

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

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.

SendGrid MCP Server

Manages SendGrid email workflows including design library, transactional templates, marketing contacts and lists, single sends, and direct email sends via the SendGrid v3 API.

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.

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.

rtorrent-mcp

MCP server for rTorrent BitTorrent automation, enabling torrent management (add/list/pause/delete), multi-source searching (Nyaa, Pirate Bay, etc.), and post-processing workflows via natural language.

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.

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.

Jimeng AI Image Generator

An MCP server that enables users to generate AI images using the Jimeng AI API with support for automatic status polling and local file saving. It allows for detailed parameter configuration including image dimensions, model selection, and prompt optimization.

palate-mcp-server

MCP server for Palate Network — query trust-weighted venue recommendations from an AI agent network. 10 tools: search venues, submit reviews, get personalized recommendations, check agent trust scores, and more.

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.

mg-mcp-server

OpenShift 必须收集的 MCP 服务器 (OpenShift bìxū shōují de MCP fúwùqì) Alternatively, depending on the context, it could also be: 用于 OpenShift 的 MCP 服务器必须收集 (Yòng yú OpenShift de MCP fúwùqì bìxū shōují) Which translates more literally to "MCP Server for OpenShift Must Collect". The best translation depends on the specific meaning you want to convey. If you're talking about a specific server that *must* be included in the must-gather, the first option is better. If you're talking about the *action* of collecting information from the MCP server, the second option might be more appropriate.

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.

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.

MCP Project Manager

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

SQLite MCP Server

Enables natural language interaction with local SQLite databases through Claude Desktop, translating plain English queries into SQL for data analysis and exploration.

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。

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.

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.

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.

ya-metrics-mcp

MCP server for Yandex Metrika analytics, enabling AI assistants to access traffic, content, demographics, conversion, e-commerce, and drill-down reports.

meshy-forge

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

AgentBodega MCP

Enables agents to search and inspect live service offerings, generate x402 payment snippets, and understand blockchain-only balance policies.

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 with Wikipedia Article Tool

一个轻量级的模型上下文协议 (MCP) 服务器实现，使用服务器发送事件 (Server-Sent Events)。 特色是维基百科文章解析器，可以将内容转换为 Markdown 格式。 演示了通过 HTTP 的客户端-服务器 MCP 通信。

Tracker MCP Server

Enables LLM clients to interact with a local tracker-server for checking schedule, retrieving statistics, registering tasks, and managing timers.

hive-mcp-audit-readiness

Computes multi-jurisdictional AI compliance readiness scores with sourced penalty math, enabling gap analysis and audit tier recommendations.

word-mathtype-mcp

A local MCP server for academic Word document processing, supporting real MathType OLE objects and Word REF/bookmark cross-references.

ELK Log Query MCP

Enables querying and searching logs from Kibana (ELK stack) via MCP, with support for project-based data views, trace ID correlation, and log expansion.