发现优秀的 MCP 服务器

Cross-System Agent Communication MCP Server

镜子 (jìng zi)

bumi-mcp

MCP server for controlling the Noetix Bumi humanoid robot via ROS 2, with support for autonomous mission planning using LLMs and computer vision.

ktalk-mcp

Enables accessing Контур.Толк (KTalk) recordings, transcripts, and summaries from Claude Code.

PDF MCP Flow

Enables AI-driven PDF document processing including PDF to Markdown conversion, intelligent text and table extraction, image extraction, format conversion between PDF/Word/Markdown, batch processing, and fuzzy search - optimized for LLM context and RAG workflows.

Notion MCP

Enables interaction with Notion via natural language, allowing page creation, calendar management, expense tracking, and custom tool integration.

MCP Plus

A lightweight MCP server that enhances AI agents with tools for codebase analysis, task delegation to sub-agents, multi-agent coordination through chatrooms, and project todo management.

gemini-notebook-mcp

Provides MCP server for interacting with Google Gemini Notebook, allowing users to authenticate via Chrome session and retrieve notebooks with full UTF-8 support.

Redmine MCP Server for Cline

Enables interaction with Redmine projects and issues via the Cline VS Code extension, supporting project management and issue creation through the Model Context Protocol.

Monte Bravo MCP

Connects your Monte Bravo account to AI assistants via Open Finance Brasil, allowing natural language queries about balances, transactions, credit cards, and investments, all read-only and regulated by the Central Bank.

mcp-demo

一个使用 mcp-server 库的小型演示项目。

my-design MCP Server

An MCP server that enables AI to interact with the private 'my-design' React component library and design tokens for UI generation and technical support. It provides tools for component searching, API documentation retrieval, and migration guidance based on specific internal design specifications.

aiganak-aiops-mcp

Enables autonomous infrastructure diagnostics, log root-cause analysis, and safe code patching via tools for querying logs, inspecting Python AST, and applying git-safe patches.

domain-check-mcp

MCP server for checking domain name availability across 500+ TLDs using RDAP with WHOIS fallback for specific TLDs.

SAP Commerce MCP Server

Enables coding agents to query and manage SAP Commerce (Hybris) instances via FlexibleSearch, Groovy, ImpEx, and type system browsing through the HAC console, with secure credential handling and multi-environment support.

HostProfit

Audit any Airbnb, VRBO, or STR listing URL for dollar-denominated revenue gaps. Free tier shows category grades and monthly losses. Pro tier unlocks ranked action plans.

apple-health-semantic-mcp

Query Apple Health export data with an LLM via a semantic layer that avoids common data traps, enabling accurate natural-language queries about health metrics. Optionally imports CPAP therapy data for correlation.

code-sandbox-mcp

MCP server for E2B code sandbox, enabling creation, management, and execution of code in secure sandboxes using Python and shell commands.

Google Trends MCP Server

Enables AI assistants to access Google Trends data for comparing keywords, discovering trending searches, and analyzing regional interest through natural language.

tavily-server MCP Server

Tavily MCP 服务器，适用于 Cline

7pace Timetracker MCP Server

Enables intelligent time tracking for Azure DevOps work items through natural language commands in AI assistants, integrating directly with 7pace Timetracker API for seamless worklog management and reporting.

TopicLake Insights FedPolicy

Federal Agency Rules and Executive Actions

Superset MCP Server

Enables AI to create and manage Apache Superset dashboards, including adding charts and native filters from datasets.

laguna-pools-mcp

AI sales manager for composite swimming pools. Recommends pools by plot size & budget, calculates total cost with accessories, provides BIM/CAD files for architects, and connects clients with dealers across 175 Russian cities

MCP Spec Generator

Generates project specifications and file structures using Claude AI through MCP integration. Enables users to describe project ideas and automatically create corresponding documentation and project files.

Implore MCP

Enables AI assistants to request human input through interactive GUI dialogs with quiz-style questions, supporting multiple choice and free-form responses for clarification, decisions, and knowledge extraction.

DeltaSignal ATLAS-7

Real-time financial intelligence MCP server for crypto public companies. Provides covenant stress analysis, alpha signals, peer ranking, risk distribution, SEC XBRL fundamentals, and daily changes. Native x402 micropayments supported. First 5 calls free.

confd-mcp

An MCP server for the ConFd API that enables comprehensive management of museum and organization data. It allows users to search, create, update, and retrieve records, as well as manage logos through natural language commands.

Instagram DM MCP Server

Enables sending and receiving Instagram Direct Messages, managing conversations, downloading media, viewing user profiles and stories, and interacting with posts through natural language in Claude.

BlackSwan MCP Server

Enables AI agents to access real-time crypto risk intelligence with two tools: Flare for precursor detection and Core for overall risk environment assessment.

spudcoach

A deterministic theorycrafter for the game Brotato, enabling natural language queries about weapons, items, characters, DPS calculations, and build evaluation.