发现优秀的 MCP 服务器

IndoUSMCP

Agent-first data layer for the Indian-American diaspora, enabling LLM agents to search and retrieve information about Indian restaurants, temples, groceries, and more across the USA.

opencut-mcp

MCP server that enables LLM agents to control the OpenCut classic video editor's timeline through a Playwright-controlled browser, allowing automated video editing tasks like adding media, inserting clips, splitting, trimming, and exporting.

CodeLedger

Gives coding agents a local, SQLite-backed memory of a codebase, enabling them to query symbol impact, change history, and task scope through MCP while recording what actually changed after edits.

ComfyUI MCP Server

Enables AI assistants to interact with local ComfyUI installations to list nodes, validate workflows, and execute image generation workflows directly without requiring an HTTP server.

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling AI Playground and local client connections.

Weather MCP Server

Enables users to fetch current weather conditions for any city worldwide and display weather information as native system notifications on macOS. Provides human-readable weather data including temperature, conditions, humidity, wind speed, and atmospheric pressure.

SOLU Comercial

Connects Claude Code to the SOLU ERP (Base44) to manage leads, proposals, and contracts through natural language.

Custom Elasticsearch MCP Server

A high-performance MCP server that connects tools like Cursor to Elasticsearch clusters using public-key authorization instead of API keys. It provides optimized tools for searching data, listing indices, and inspecting cluster mappings or shards with support for concurrent requests.

Change Trace MCP

A local-first, model-neutral MCP server for collecting and normalizing change-scoped release evidence. It provides deterministic Git change summaries, evidence collection, and review bundles for agent review.

HuLa MCP 服务

🌍 HuLa 即时通讯应用的 MCP 服务 (This translates to: 🌍 HuLa Instant Messaging Application's MCP Service)

Lunchmoney MCP Server

镜子 (jìng zi)

Google Maps MCP Server

Enables interaction with Google Maps services through the Model Context Protocol. Provides location-based functionality and mapping capabilities for AI agents.

Gmail MCP Server

Enables AI assistants to read unread Gmail messages and create properly threaded draft replies through the Gmail API, allowing natural language email management while keeping drafts for manual review before sending.

data-economie-fr

France Economy & Finance Open Data MCP server providing tools to search datasets, retrieve metadata, and query records from data.economie.gouv.fr.

Recraft MCP Server

使用模型上下文协议 SDK 为 recraft.ai 实现 MCP 服务器。

cogmem

Self-improving, verifiable memory for AI coding agents. Learns how you work, stops repeating mistakes, models each project, recalls the right lesson at the right moment. Every memory is signed and tamper-evident. Local-first.

pursr-mcp

Enables AI assistants to capture screenshots, run visual diffs, accessibility audits, and batch sweep plans for web pages via MCP tools.

pg-semantic-mcp

A read-only PostgreSQL MCP server for AI coding agents that exposes database schema and sample data as tools, with LLM-powered semantic search enriched by a user-authored semantic layer.

roon-mcp

Controls music playback on a FiiO M23 device through Roon, allowing Claude to search and play tracks, adjust volume, and manage playback.

Claude-Atlas-MCP

Self-hosted MCP server giving Claude persistent memory via entities, observations, history, and reminders, backed by a lightweight Node/SQLite backend.

shd-music

Enables searching and ripping high-quality audio from Deezer using an ARL cookie, with automatic decryption, tagging, and local library publication.

eval-mcp-server

Exposes a deterministic AI-slop scanner and RAG grounding grader as MCP Tools, Resource, and Prompt, enabling any MCP client to evaluate text quality and context faithfulness.

deltav-edge-mcp-server

Safety-conscious MCP server for read-only access to Emerson DeltaV Edge systems, enabling engineering investigation workflows and offline artifact generation.

Agent Policy Gateway MCP Server

Compliance and guardrails infrastructure for AI agents, enabling safe operations within regulatory boundaries like GDPR and EU AI Act.

BetterTouchTool MCP Server

Enables AI assistants to control and interact with BetterTouchTool on macOS, allowing users to query configurations, execute triggers and actions, manage variables and widgets, control presets, and access clipboard contents through natural language.

DDGS MCP Server

Enables DuckDuckGo search capabilities with full content extraction for AI agents, supporting text and news searches across multiple engines.

mlflowAgent

MLflow 的 MCP 服务器 (MCP server for MLflow) 可以翻译成： **用于 MLflow 的 MCP 服务器** This is a direct and accurate translation. It's understandable and commonly used. Alternatively, depending on the context, you might also consider: * **MLflow 的模型配置协议服务器** (MLflow's Model Configuration Protocol server) - This is a more literal translation if you want to emphasize the "Model Configuration Protocol" aspect of MCP. However, it's less common and might sound a bit technical. Therefore, the best translation is: **用于 MLflow 的 MCP 服务器**

llm-code-security-review-mcp

MCP server that guides LLM security reviews step-by-step, tracking progress and ensuring all assigned source code is read before completing each plan step.