发现优秀的 MCP 服务器

SwitchAI

AI agent for Italian energy tariff comparison. Analyzes electricity and gas bills, compares 44+ offers from 13 providers, estimates savings with full ARERA regulated cost breakdown

FinClaw

MCP server that provides AI agents with financial tools including real-time quotes, backtesting, technical analysis, and multi-exchange data via a simple CLI interface.

Congress.gov MCP Server

Machine-Consumable Proxy server that provides standardized access to the Congress.gov API, automatically handling API key injection and exposing all endpoints through FastAPI.

RanchHand

Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools. Provides access to chat completions, model listings, and embeddings generation from local or remote OpenAI-style endpoints.

knowledge-mcp

语义搜索知识库，支持文档获取和索引刷新，使AI Agent能够检索团队知识。

OpenExp

Q-learning memory for Claude Code. Persistent memory that learns which context helps you get work done. Memories that lead to productive sessions (commits, PRs, tests) earn higher retrieval rank automatically. 16 MCP tools, hybrid BM25 + vector + Q-value scoring, local-first with Qdrant + FastEmbed.

Meeting Notes MCP Server

A self-hosted MCP server for storing, searching, and querying meeting notes with semantic search and RAG capabilities using SQLite + OpenRouter.

Image Generation MCP Server

允许用户使用 Replicate 的模型，通过文本提示生成图像，并提供可配置的参数和完全符合 MCP 协议。

Dodo Payments

Dodo Payments MCP 服务器与代理框架集成，为 AI 驱动的支付操作（如账单、订阅和客户管理）提供轻量级、与无服务器兼容的接口。它使自主代理能够使用 Dodo Payments 安全地代表用户执行操作。

construction-safety-inspector

Enables Claude Desktop to detect construction site hazards from photos, analyze incident PDFs, search similar accident cases, and generate bilingual safety reports with citations.

sql-mcp

A Model Context Protocol server for interacting with MSSQL and PostgreSQL databases, offering tools for schema exploration and SQL execution. It features configurable query modes for safety and supports advanced authentication methods like Windows Auth and SSL.

DocketBird MCP Server

由 DocketBird 托管的 API 的 MCP 服务器。

mcp-gtm-suite

GTM signal intelligence suite for AI agents. Six tools: hiring signals, tech stack detection, company-to-LinkedIn resolution, ICP scoring, job board scanning, and a combined signals aggregator. Built for outbound sales workflows.

Wordware MCP

一个模型上下文协议服务器，它将像 Claude 这样的人工智能助手与 Wordware 的专业代理能力连接起来，允许通过标准化的接口动态加载和访问任何 Wordware 流程。

closeread-verify

Provides verified dependency-audit verdicts for AI agents, checking installed versions against OSV advisories and splitting direct vs transitive dependencies.

TestCollab MCP Server

Connects AI coding assistants to TestCollab for managing test cases, plans, and suites directly through natural language. It enables users to create, update, and query testing resources within integrated development environments and AI chat clients.

VSC as MCP

Enables AI assistants to leverage VS Code's language intelligence for code navigation, refactoring, and analysis via the MCP protocol.

Google Workspace MCP Server

A Python-based MCP server that integrates Google Docs and Gmail, allowing appending text to documents and creating email drafts with terminal approval prompts.

http-4-mcp

HTTP-4-MCP 配置工具让您可以轻松地将 HTTP API 转换为 MCP 工具，无需编写代码。通过简单的界面操作，您可以快速配置一个 mcp-server。

Wavix

Connect AI agents to Wavix's communications platform to send SMS, make and manage voice calls, run 2FA flows, and access speech analytics, phone number management, and SIP infrastructure.

Remote MCP Server on Cloudflare

A server implementation of the Model Context Protocol (MCP) that runs on Cloudflare Workers, allowing AI assistants like Claude to access tools through OAuth authentication.

Optimist MCP Server

An intelligent code optimization MCP server that analyzes and improves codebases across multiple dimensions including performance, memory, code smells, and complexity.

Cursor Notion MCP - Chat Logger

Logs Cursor AI chat interactions to Notion databases for documentation and knowledge management. Captures prompts, responses, context, and timestamps in a structured format for analysis and reference.

PostgreSQL MCP Server

MCP 服务器，用于与 PostgreSQL 数据库交互和检查。 (MCP fúwùqì, yòng yú yǔ PostgreSQL shùjùkù jiāohù hé jiǎnchá.)

ios_migration_mcp

MCP服务器用于扫描iOS项目，生成改造计划和Cursor规则，帮助开发者逐步优化代码迁移。

ACOMO MCP Server

Enables interaction with ACOMO API through MCP tools and resources. Provides comprehensive API exploration, operation calling, and schema inspection capabilities for ACOMO backend services.

ramp-mcp: A Ramp MCP server

一个模型上下文协议服务器，它使大型语言模型（LLM）能够与 Ramp 的财务数据进行交互，通过检索、分析和运行任务，利用 Ramp 的开发者 API，并使用内存中的 SQLite 数据库来克服令牌限制。

Azure ML MCP Server

Deploys an MCP server on Azure Container Apps that exposes Azure ML managed online endpoints as tools, enabling AI agents like Azure AI Foundry to invoke machine learning models via natural language.

mcp-screenshot

为 macOS 提供屏幕截图和 OCR 功能。

io.github.Seif-Sameh/Kaggle-mcp

A Model Context Protocol (MCP) server that provides seamless integration with the Kaggle API, enabling interaction with competitions, datasets, kernels, and models through MCP-compatible clients.