发现优秀的 MCP 服务器

MS SQL Server MCP Server

用于 MS SQL 集成的 MCP 服务器 - 为 Microsoft SQL Server 提供 ModelContextProtocol 支持

big-mailer

MCP server for the big-mailer self-hosted email platform, exposing 93 tools to manage subscribers, consent, sequences, broadcasts, segments, and Stripe reconciliation via natural language.

ppxc-leads-mcp

Enables AI agents to discover high-intent leads from social media comments (Douyin, Xiaohongshu, Kuaishou) using PPXC's analysis engine, with tools for login, keyword search, and lead management.

screenplaywriter-mcp

An MCP server for reading, writing, and analyzing screenplays in Fountain format. It parses screenplays into structured data, edits scenes, generates character reports and production breakdowns, and writes proper Fountain syntax.

Constrained Optimization MCP Server

Enables solving complex combinatorial optimization problems with logical and numerical constraints through multiple solvers (Z3, CVXPY, HiGHS, OR-Tools). Specializes in portfolio optimization, scheduling, resource allocation, and constraint satisfaction problems.

zhihu-mcp

Enables AI agents to search, read, and analyze Zhihu content including questions, answers, comments, and user activities through the MCP protocol.

Smriti

Local-first persistent memory for AI agents via MCP, enabling semantic search and memory sharing across agents with zero cloud cost and full privacy.

RxRelay

Enables consent-first voice coordination for prescription access with a deterministic proof gate, exposing MCP tools to manage cases, attestations, and evidence.

rugguard-mcp

MCP server for RugGuard, enabling AI agents to perform pre-trade rug checks on tokens, with paid tools for token scanning and pre-trade verification, and a free metrics resource.

mcp-slim-proxy

An MCP proxy that minifies tool schemas to reduce context tokens, supporting minify and defer modes for efficient tool access.

yardstick-mcp

Enables AI assistants to read Yardstick personal finance data, including net worth, transactions, accounts, and spending insights, through natural language queries.

google-calendar-mcp

Enables natural language interaction with Google Calendar, including creating, updating, deleting events and managing recurring events through MCP.

cinetpay-mcp

MCP server that connects AI assistants to the CinetPay API for mobile money payments across Africa, enabling balance checks, payment initialization, transfers, and more.

3dpacking-mcp

Enables AI assistants to plan container and truck loads from plain-English shipment descriptions, returning fitted containers, utilization, non-fitting items, and interactive 3D load plans.

warmstart

An MCP server that exposes a verified manifest of a repository's development commands, allowing AI coding agents to instantly learn the correct dev loop without trial-and-error.

Veritas MCP

Enables AI agents to conduct evidence-grounded forensic triage of compromised hosts, with architectural safeguards against evidence spoliation and hallucinated findings, supporting self-correction and chain of custody.

mcp-nationalize

Predicts nationality from a first name using the nationalize.io API. Requires no authentication.

AgentMail

为 AI 代理提供即时收件箱。代理/LLM 可以在隔离的收件箱中发送、接收和采取行动。专为 AI 构建，与 Gmail 不同。请访问 agentmail.to 了解更多信息。

Developer Roadmaps MCP Server

Provides access to developer roadmap content from roadmap.sh, allowing users to list available roadmaps and fetch detailed Markdown content for specific career paths.

DexPaprika (CoinPaprika)

DexPaprika MCP服务器允许LLM访问多个区块链上代币的实时和历史数据、DEX交易活动和流动性。它通过标准化的界面，支持使用自然语言查询来探索市场趋势、代币表现和DeFi分析。

searchconsole-mcp

Enables automation of Google Search Console tasks, including retrieving search analytics, managing sitemaps and site properties, and inspecting URLs for index status and crawl information.

Home Assistant MCP

Exposes a Home Assistant instance as an MCP tool set, running as a stateful agent on Cloudflare Workers, enabling clients to read entity states, call services, run scripts and automations, and send commands to phones.

@striderlabs/mcp-spotify

MCP server for Spotify that lets AI agents search music, control playback, and manage playlists via the Spotify Web API.

Meta-MCP Server

A Model Context Protocol server that wraps multiple backend servers for token-efficient tool discovery via lazy loading. It enables AI models to browse available servers and fetch specific tool schemas on-demand, significantly reducing initial context overhead.

nvim-editor-mcp

MCP server bridging tool calls to Neovim editor actions via RPC. Enables AI agents to open files, run Lua, manage quickfix lists, fetch diagnostics, and send notifications.

argus

An agentic QA framework that authors, generates, triages, and self-heals Playwright tests for any web app, usable from Claude Code/Desktop as an MCP server or from CI as a CLI.

aki-mcp-sv

Enables Claude AI to securely access files, run shell commands, and search through a Windows computer with explicit user permission.

AI News MCP

Local MCP server that ingests and normalizes recent AI, tech, and research news from multiple sources, exposing tools for media agents to query and retrieve article content on demand.

Zoom Recordings No-Auth

一个 MCP 服务器，用于访问 Zoom 录音和文字稿，而无需最终用户直接进行身份验证。

ppb-mcp

Exposes queryable GPU inference benchmark data (quantization, throughput, VRAM, concurrent users) as tools for LLM clients.