发现优秀的 MCP 服务器

MCP Debugger

Enables debugging of Python, JavaScript/TypeScript, Go, and Rust code using real debuggers with breakpoints, stepping, variable inspection, and stack trace navigation through the Debug Adapter Protocol.

pyaterochka-mcp

An unofficial MCP server for interacting with Pyaterochka (5ka.ru) grocery store, enabling product search, cart management, and order delivery.

erc-8183-mcp

Exposes read-only ERC-8004/ERC-8183 resources and preparation tools for deliverable hashes, evaluation reason hashes, and ERC-8004 feedback payloads.

MCP Performance Analyzer

Monitors and analyzes mobile application performance data to detect severe issues such as excessive memory usage and view count growth. Provides intelligent analysis with customizable rules and integrates seamlessly with development workflows.

Excel MCP Server

镜子 (jìng zi)

lenderwiki

Query 13,000+ US consumer lenders with eligibility criteria, rates, CFPB complaints, and ratings. Find matching lenders by borrower profile, get full profiles, compare lenders, and check eligibility.

Kaggle Dataset Analyst

Enables exploratory data analysis and machine learning on CSV datasets with tools for profiling, missing values, correlation, plotting, model training, and prediction.

Open Primitive

26 US federal data domains as 23 MCP tools. Ed25519 signed responses. Free, no API key.

Agent SSH MCP

MCP server for persistent SSH sessions with tmux integration, port forwarding, and SFTP file writes, built for AI agent workflows.

Medical MCP Server

Enables medical information retrieval and drug interaction checking via MCP, integrating a local knowledge base with Grok AI for fallback queries.

Buildkite MCP Server

用于 Buildkite 集成的模型上下文协议 (MCP) 服务器

Mortgage MCP Server

Provides mortgage calculation tools, including monthly payment, amortization schedules, lump sum payments, and extra monthly payments for real estate agents and AI assistants.

ai-visibility-scanner

Enables scanning any website for AI agent compatibility and marketing health, returning interactive dashboard reports with scores and revenue impact estimates.

Clay

一个用于 Clay (https://clay.earth) 的模型上下文协议 (MCP) 服务器。搜索你的电子邮件、日历、Twitter / X、领英、iMessage、Facebook 和 WhatsApp 联系人。做笔记、设置提醒等等。

paperpress

Provides an MCP interface to detect a company's brand from a URL and render markdown into a branded PDF, including management of saved brand kits.

n8n Automation MCP Server

Enables AI assistants to fully automate n8n instances via 34 MCP tools, covering workflow creation, execution debugging, credential management, environment variables, tags, and user administration through natural language.

boamp-server MCP Server

用于查询 BOAMP API 并检索公共采购公告的 MCP (模型上下文协议) 服务器。 该服务器允许使用各种标准搜索公共采购，并获取有关特定采购的完整详细信息。

aluseg-mcp

Enables AI assistants to securely interact with rental management data (leases, rent status, tenant records, tax filings) through a per-user OAuth 2.0 authenticated MCP server, with human-in-the-loop for sensitive actions.

Codebase MCP

一个模型上下文协议服务器，使 AI 代理能够一次性检索和理解整个代码库，并提供分析本地工作区或远程 GitHub 仓库的工具。

MCP Gestão de Tarefas

Integra agentes de desenvolvimento ao sistema Gestão de Tarefas, permitindo gerenciar projetos, demandas, sprints e tarefas com suporte a fila offline e sincronização posterior.

DevRPG-MCP

An MCP server that turns your development workflow into an RPG with persistent memory, tracking quests, perks, and skills across projects.

Remote MCP Server on Cloudflare

An MCP server deployed on Cloudflare Workers with OAuth login, allowing remote invocation of tools like math operations from MCP-compatible clients.

MCP Snapshot Server

一个模型上下文协议服务器，能够与 Snapshot.org 互动，并提供通过自然语言查询 Snapshot 空间、提案和用户的工具。

Awesome Remote MCP Servers

一份精选的、带有主观意见的高质量远程模型上下文协议 (MCP) 服务器列表。

dev-tools

Enables coding agents to run Playwright e2e tests, validate Supabase RLS policies with role-based SQL, typecheck TypeScript, execute npm scripts with parsed test output, and validate Next.js builds, all through a structured MCP interface.

Cloudflare D1 Database MCP Server

Enables interaction with Cloudflare D1 databases through natural language by providing tools to list tables and execute SQL queries. Uses Cloudflare's REST API for lightweight database operations without requiring direct database connections.

Maps MCP App

Enables users to search for locations, businesses, and points of interest on an interactive OpenStreetMap map within ChatGPT conversations.

MetaTrader MCP Server

Enables LLMs to trade on MetaTrader 5 via REST API or MCP tools, supporting market/pending orders, position management, and account info retrieval.

MCP-wolfram-alpha

将您的聊天回复连接到 Wolfram Alpha 计算智能。

motor-telemetry-mcp

Exposes industrial motor telemetry data to AI agents via MCP and REST, enabling natural-language queries about motor status, health, and alerts. Provides a single tool and resource for retrieving real-time motor metrics and escalating critical conditions.