发现优秀的 MCP 服务器

Eos Fitting MCP Server

MCP server that wraps the Eos EVE Online fitting engine. Agents propose fit changes; this server applies them, recalculates, and returns a FitReport.

Google Workspace MCP Server

Enables sending and drafting emails via Gmail and appending content to Google Docs through the Model Context Protocol.

Prepcast MCP

A comprehensive framework for building and deploying commercial MCP servers with integrated billing, usage metering, and Stripe payment processing. It enables developers to monetize AI tools through a complete ecosystem including API key management, affiliate tracking, and automated deployment scripts.

stafett

A remote MCP server that gives AI assistants a shared memory, enabling structured handoffs, journaling, and notes for seamless continuation across sessions.

MSSQL MCP Server

MCP server for executing SQL queries and managing connections to Microsoft SQL Server databases.

bg-server-mcp-shell

MCP server for running long-running processes in PTY with real-time output streaming, enabling interactive dev servers, watch modes, and CLI tools.

Tiger Salesforce MCP Server

Enables semantic search of Salesforce case summaries using embeddings, accessible via MCP tools and REST API.

ilma

Framework-agnostic MCP server for agent memory with Postgres + pgvector, enabling persistent memory, recall, and task management across sessions.

Japan Law Search MCP

Full-text search across all ~10,000 current Japanese laws and regulations (official e-Gov data): keyword search, table of contents, and exact article text.

moneyflow MCP Server

Query money flows between state, citizens, and enterprises. Simulate policy changes, compare cohorts, and check data confidence directly from MCP-compatible tools.

perf-mcp

Enables LLMs to analyze Linux perf data files using 26 perf analysis commands, including report, script, annotate, and more, through typed tool parameters.

OrgX MCP

Provides organizational memory for AI agents, enabling shared company memory, decision recall, artifact management, approval review, task delegation, and initiative tracking.

Home Controller

A unified smart home automation system that enables control and monitoring of Miele appliances, LG ThinQ devices, HUUM saunas, and Phyn water monitors through Claude using the Model Context Protocol.

DOSBox-X MCP Debugger

This MCP server enables AI agents to inspect and control the native DOSBox-X debugger through bounded MCP tools, including breakpoint management, execution control, register/memory inspection, and disassembly for DOS program debugging and reverse engineering.

Textra Japanese to English Translator

Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.

@vforvaick/pi-codebase-memory-mcp

MCP server that wraps codebase-memory-mcp to provide code indexing, search, tracing, and architecture analysis tools with automatic reindexing after source changes.

@takeokunn/metabase-mcp

A Model Context Protocol server for Metabase that enables AI assistants to interact with Metabase instances, providing 418 tools across 58 categories for database, card, dashboard, collection, user, permissions, and more management.

MCP-Server-CollageAI

Provides tools for querying student academic data such as subjects, marks, performance reports, timetable, exams, fees, events, holidays, and assignments via natural language.

mcp-cli-tools

MCP server that gives AI coding agents (Claude Code, Cursor, Cline, etc.) access to multiple AI models through Antigravity CLI and OpenAI Codex CLI, enabling mid-conversation model consultation and code review.

MCP Starter Server

Provides a Model Context Protocol server with tools for arithmetic and system status, resources for info and configuration, and prompts for code review and summarizing meeting notes.

chuk-mcp-s3-bucket-manager

The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 buckets using the MCP runtime. This utility provides a simple interface for listing, creating, and deleting S3 buckets.

tiny-mcp-gateway

A zero-dependency MCP proxy/gateway server that aggregates multiple MCP servers, routes tools by prefix, load balances, and enforces authentication and rate limits.

Kratos MCP

Ultra-lean memory system for AI coding tools that stores project knowledge locally with SQLite and enables AI to remember your project across sessions.

MCP Server Boilerplate

A starter template for building custom MCP (Model Context Protocol) servers that can integrate with Claude, Cursor, or other MCP-compatible AI assistants. Provides a clean foundation with TypeScript support, example implementations, and installation scripts for quickly creating custom tools, resources, and prompts.

Esquie

MCP server providing computation, encoding, and note-taking tools for AI-assisted reverse engineering, including Python scripting in a sandboxed Docker container.

ticktick-mcp

Enables AI assistants to manage TickTick tasks and projects via natural language, including CRUD operations, moving tasks, and advanced filtering.

windows-computer-use-mcp

An MCP server that gives AI agents human-like control over Windows via visual perception and simulated mouse and keyboard input, enabling automation of any application without APIs.

Polygraph MCP Server

Provides MCP tools that expose runtime-proven data lineage verdicts from Polygraph, allowing agents to verify declared catalog lineage, detect undeclared sources and phantom edges, and retrieve incident reports.

ecommerce-3d-mcp

Enables AI assistants to generate 3D product viewers, AR try-on experiences, Shopify integrations, and SEO metadata for e-commerce stores.

Bionics

MCP server for controlling Unreal Engine 5 with 199 tools across 37 categories, including Blueprint analysis, animation pipeline, and async tasks.