发现优秀的 MCP 服务器

multiplist-mcp-server

Multiplist is an IP vault with citations, acting as an interoperable source of truth for agents. It extracts decisions, frameworks, and key passages from docs and AI conversations with character‑level provenance, so every claim traces back to exactly what you said—across 19 curated chat‑native tools in six categories: Capture, Extraction, Custom Skills, Discovery, Research, and Annotation.

mcp-crypto-arbitrage

An MCP server that exposes CoinGecko crypto market data as tools — get spot prices and find cross-exchange arbitrage spreads without needing an API key.

paystack-mcp-server

Enables AI assistants to interact with the full range of Paystack APIs, allowing operations like transaction management, customer creation, and payments through natural language.

Nippy

Publish websites from Claude, the terminal, or CI — drop a folder, get a link that doesn't expire. Wraps the nippy.host publish pipeline: create sites, update in place, read files, passwords, SEO settings, and visitor analytics.

springboot-test-mcp

A Spring Boot REST API testing server that supports functional testing with assertions, database queries, and performance testing with configurable concurrency and stress testing.

nimbus

glama.json already carries one, so this may prefill

Official Solana MCP Server

Enables AI agents to access and search up-to-date Solana documentation, get canonical spec references, and fix Anchor/Pinocchio Solana programs via MCP tools.

CapacitiesMCP

Enables AI assistants to search, create, and organize content in your Capacities.io knowledge base, with limitations on reading object content due to API restrictions.

CUA MCP Server

Enables autonomous desktop automation by delegating tasks to vision-based agents operating within cloud-based virtual machine sandboxes. It allows users to manage VMs, execute complex computer tasks, and receive text-based screen summaries across Linux, Windows, and macOS environments.

Google Workspace MCP Server

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

BountyVerdict

MCP server offering seven paid bounded decision APIs for autonomous coding agents, including diagnosing GitHub Actions failures, classifying flaky tests, auditing skills, and comparing bounties, all settled via x402 Base USDC.

MSSQL MCP Server

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

mt5-mcp

An MCP server for AI agents to inspect and trade against MetaTrader 5, with offline mock mode for CI and demos.

realestate-stats-mcp

MCP server for the Korea Real Estate Board (R-ONE) open API, enabling users to search and retrieve hundreds of real estate statistics tables including apartment sale/jeonse price indices, land price change rates, and transaction trends through generic tools.

Carla MCP Server

Enables complete control over the Carla audio plugin host through natural language, providing 45 tools across session management, plugin control, audio routing, parameter automation, and real-time analysis for professional audio production workflows.

squadco-mcp

Provides your AI coding assistant with direct, structured access to the full SquadCo API documentation for payments, transfers, virtual accounts, VAS, and webhooks.

code-tools-mcp

Enables file reading with pagination and regex-based code search across a codebase using grep.

awesome-mineflayer-mcp

A production-ready MCP server that gives an LLM agent standalone-equivalent control over a Mineflayer Minecraft bot — movement, mining, crafting, inventory, combat, containers, chat, and much more — exposed as 110 strongly-typed tools across 23 groups, with full bot lifecycle management and dual (poll + push) event streaming.

Coda MCP Server

A Model Context Protocol server that enables AI assistants to interact with Coda documents, allowing operations like listing, creating, reading, updating, and duplicating pages.

Metal MCP Server

镜子 (jìng zi)

agent-scheduler

MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, priority queues, retry logic, and job dependencies.

ilma

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

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.

Releases MCP Server

A registry of product release notes from across the web, normalized, summarized, and queryable via MCP. Enables agents and developers to search and retrieve the latest releases from hundreds of vendors.

Ant Design MCP Server

Fetches and structures Ant Design v4 component documentation into JSON format, enabling AI agents to search, analyze, and retrieve component metadata, APIs, and examples.

stafett

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

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.

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.

k-phi

Enables AI assistants to perform anonymous financial analysis on uploaded general ledger (GL) exports, covering ratios, DSCR, cash flow, and other diagnostics, with deep links to the K-Phi platform for conversion.