发现优秀的 MCP 服务器

tokenomics

Provides live LLM pricing data from OpenRouter, enabling agents to search models, get pricing, estimate costs, and compare models.

Code Intelligence MCP Server

Provides Cursor-like code intelligence using tools like ripgrep, ctags, and tree-sitter to help LLMs explore and understand entire codebases. It implements a structured, phase-gated workflow to ensure high-confidence code modifications and eliminate hallucinations.

DB MCP (HR CSV to SQLite)

An open-source MCP server that imports HR CSV data into an in-memory SQLite database for structured querying and metadata retrieval. It enables users to perform read-only SQL queries and structured searches on employee data through natural language.

Buva EcoStream MCP Server

Enables controlling and monitoring a Buva EcoStream WTW ventilation unit via natural language, including reading air quality data and adjusting fan settings.

alertmanager-mcp-server

alertmanager-mcp-server

mcp-scaleway-functions

MCP server to manage and deploy Scaleway Serverless Functions, enabling creation, listing, updating, deleting, downloading, and logging of functions through natural language.

Vison-MCP

MCP server for vision AI — screenshots to code, OCR, error diagnosis, and image analysis via OpenAI-compatible APIs.

Pocket Casts MCP Server

Connects AI assistants to Pocket Casts accounts for browsing subscriptions, reading episode details, and retrieving transcripts with automatic transcription via AssemblyAI when no native transcript exists.

testigo-recall-mcp

MCP server that exposes pre-extracted facts about code behavior, design decisions, and assumptions to AI agents, saving time and tokens by avoiding direct source file reading.

amazon-business-mcp-browser

MCP server that uses a visible Playwright browser to search products and manage an Amazon Business cart, requiring manual login for security, and never finalizes orders.

ai-mind-map

An MCP server that reduces AI coding agent token usage by 80-99% through a queryable knowledge graph of code, change tracking, and persistent memory across sessions.

Amazon Bedrock MCP Server

提供对 Amazon Bedrock 的 Nova Canvas 模型访问权限，用于 AI 图像生成。

MaxRefMCP

Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese language support, enabling natural language searches for objects, patching patterns, and packages. It allows users to retrieve technical details, glossary terms, and implementation guides directly within Claude Desktop.

vnsh-mcp

Enables sharing and reading encrypted files (text, images, logs) for AI workflows, with automatic 24-hour expiration and host-blind security.

n8n Workflow Builder

Enables AI assistants to manage n8n automation workflows through natural language commands, including creating, executing, monitoring, and organizing workflows with full CRUD operations and execution management.

Yandex Tracker MCP

Enables AI agents to manage Yandex Tracker tasks with tools for creating, reading, updating, and transitioning issues via a Streamable HTTP endpoint.

SnapTrade MCP Server

A Test/Sandbox MCP server that integrates with the SnapTrade API Sandbox environment to provide portfolio oversight, market data, and trading capabilities.

limai

Serves as a machine perception and action hub, enabling heartbeat monitoring, screen/window/clipboard sensing, todo management, long-term memory, and web/file operations through both CLI and MCP interfaces.

MercadoLibre MCP Server

启用与 MercadoLibre API 的交互，用于产品搜索、评价、描述和卖家信誉洞察。

prospective-memory

An MCP server that lets users capture quick phone thoughts via Android and later query them from AI assistants like Grok or Claude, functioning as a simple task memory store without notifications or geolocation.

TMetric MCP Server

Integrates with TMetric for time tracking, enabling project listing, timer start/stop, and deletion of entries, with GitLab issue support.

Dhan MCP Server

Enables AI assistants to manage orders, portfolios, and market data via Dhan's trading APIs.

fuga-memory

An MCP server providing long-term memory for LLMs via hybrid search (FTS5 + vector) stored in SQLite, with time-decay scoring and support for multiple AI assistants.

ppk2-mcp

Enables MCP clients to list, inspect, probe, capture, and analyze current measurements from the Nordic Power Profiler Kit II, returning aggregates and file paths rather than raw samples.

postbote

An MCP server that enables AI assistants to read-only search and retrieve GNOME mail, contacts, and calendar data using IMAP and Evolution Data Server, with no password storage.

agy-discord-mcp

Bridges a Discord bot with the agy CLI, enabling inbound messages to be relayed to agy and allowing agy to interact with Discord through MCP tools, including sending messages and files.

mcp-server-webdriver

Enables AI agents to control a real web browser (Firefox) via Selenium WebDriver, supporting page navigation, interaction, and inspection through natural language.

Proton Mail MCP Server

Enables AI assistants to send, read, search, and organize Proton Mail email via SMTP and IMAP through the Model Context Protocol.

ROS-MCP

Enables management of multiple MikroTik RouterOS devices over SSH via two tools: device listing and command execution.