发现优秀的 MCP 服务器

cheapinboxes-mcp

MCP server for managing cold-email infrastructure: buy domains via Porkbun, import them into CheapInboxes, provision Google/Microsoft mailboxes, and sync credentials to platforms like Instantly and Smartlead.

apple-notes-mcp

允许 AI 从您的本地 Apple Notes 数据库读取数据（仅限 macOS）。

Interlock

A zero-trust MCP server that gives AI agents governed access to desktop CAD, EDA, and SPICE tools.

GitLab MCP Server

Connects AI assistants to GitLab, allowing users to manage merge requests, view reviews, and interact with discussions through natural language queries.

Frankfurter Currency Exchange MCP

Provides real-time and historical exchange rate data for JPY against major currencies using the Frankfurter API. It enables AI agents to perform currency conversions and generate detailed Japanese Yen fluctuation analysis reports.

Gemini Watermark Remover

Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, and WEBP formats. The server provides tools to process local files with configurable output quality and compression settings.

Medical Knowledge MCP Server

MCP server for connecting Claude Desktop to a local medical knowledge base with real-time file watching, enabling natural language interaction with medical documents.

Indian News Sports Aggregator

MCP server that aggregates and caches top stories from Indian news websites, prioritizing sports stories, and exposes them via tools for use with Claude.

re-dotnet-patch

MCP server for structured patching of Mono / .NET assemblies.

Code Summarizer MCP

允许像 Claude Desktop 和 Cursor AI 这样的 LLM 工具通过模型上下文协议服务器访问和总结代码文件，从而提供对代码库内容的结构化访问，无需手动复制。

uk-rail-mcp

Provides live UK rail data including station search, departures, arrivals, service details, and pre-filled Trainline booking links.

mcp-tenki

获取日本的天气 (Huòqǔ Rìběn de tiānqì)

deBridge MCP Server

Enables cross-chain cryptocurrency swap quotes and operations using the deBridge DLN protocol. Provides read-only access to swap estimates, supported chains, token information, and order status tracking across multiple blockchain networks.

Crawl4AI+SearXNG MCP Server

Provides AI agents with complete web search, crawling, and RAG capabilities through a Docker-based solution combining Model Context Protocol, Crawl4AI, SearXNG, and Supabase.

mcp-server-moltmark

Manages agent certification by tracking trust scores, capabilities, and test results via a PostgreSQL database. It allows users to verify agent skills, report test outcomes, and automatically certify agents based on performance thresholds.

Jokes MCP Server

Enables users to fetch jokes from various categories including Chuck Norris and dad jokes through a standardized MCP interface. Demonstrates integration between Microsoft Copilot Studio and MCP servers for humor-based interactions.

UKRI Gateway to Research MCP Server

Enables searching and retrieving UK research grants, award values, institutions, and publications from the UKRI Gateway to Research API without authentication.

Fabric MCP Server - PowerBI Report Creator

Enables AI agents to deploy Power BI reports to Microsoft Fabric by automating data loading from CSV, creating semantic models, and generating report visuals.

mcp-idempotent

A transparent proxy that deduplicates MCP tool calls by idempotency keys, preventing retries from re-executing side effects on any unmodified MCP server.

playwright-autopilot

Playwright E2E test runner with deep debugging— action capture, DOM snapshots, network analysis, error pattern matching, behavioral bisection, and interactive browser exploration.

Hermes Memory MCP

A local enhanced memory system with self-evolution capabilities, enabling automatic skill creation, periodic memory maintenance, and trajectory training for reinforcement learning.

arxiv-mcp

An MCP server that lets LLMs search, verify, and read papers from arXiv, preventing hallucinated academic references.

Fpl Universal MCP Server

Provides a standardized interface for interacting with Fpl's tools and services through a unified API.

privateemail-mcp

Enables reading, searching, and sending emails through a Namecheap PrivateEmail mailbox.

image-understand-mcp

Enables pure text LLMs to understand images by acting as a proxy to vision models via OpenAI-compatible APIs. Supports local files, URLs, and base64 inputs for image analysis.

postgres

Enables querying and inspecting a PostgreSQL database, including executing SQL queries, listing schemas and tables, and describing table columns.

Tribunal TRF1: Certidão Negativa Cível e Criminal

Consulta certidões negativas cíveis e criminais do TRF1 em fonte oficial, por meio de uma ferramenta de leitura.

imgui-mcp

Enables AI agents to visually design and iterate on Dear ImGui game UIs in real-time with live preview, input simulation, and a wide range of widgets and tools.

litescope

Operations toolchain for SQLite, Cloudflare D1, and Turso. Every command is available as both a CLI and an MCP tool: inspect, diff, migrate, monitor, back up, and repair databases. 22 stdio tools, read-only by default.

Fusion Agent Harness MCP Server

Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agents and clients like Claude to create and manipulate parametric CAD models in Autodesk Fusion or a simulator.