发现优秀的 MCP 服务器

cerase-search MCP

Enables web search and deep multi-source research for Cerase agents via LiteLLM proxy, with billing attribution per agent.

Obsidian Sync MCP

MCP server for Obsidian — access your vault from any AI agent, even when your machine is off. Powered by Self-hosted LiveSync.

ssr-concept-mcp

Concept-test your product with synthetic consumers, straight from Claude Code. It turns free-text reactions from roleplayed personas into purchase-intent reports using Semantic Similarity Rating.

tldraw-mcp

A minimal MCP server for AI-driven canvas manipulation and visualization using tldraw. It enables AI clients to programmatically create, update, and manage shapes, flowcharts, and frames on a live interactive canvas.

remote-mcp-server-authless

Deploy a stateless remote MCP server on Cloudflare Workers without authentication, with custom tool support and compatibility for MCP clients.

mcp-leadgen-orchestrator

Enables automated lead generation, AI enrichment, personalized messaging, and outreach orchestration through MCP tools and n8n workflows.

gnosem

Cross-vendor AI memory over MCP. Provides a persistent memory store with tools to write, search, list, forget, and supersede memories from any MCP-capable AI client.

gravity-agent-mcp

An Omni-Agent MCP server that provides Khmer cultural context and Web3 blockchain query tools, with security and routing built in.

Whissle MCP Server

Provides access to Whissle AI services for speech-to-text, speaker diarization, translation, and text summarization. It enables users to process various audio formats and manage text content through natural language tools.

HANDAAS Enterprise Big Data Service MCP

A server that provides enterprise data services including company information, profiles, business details, shareholders, investments, branches, and key personnel through keyword search and specific queries.

athena-mcp

Enables users to execute SQL queries, manage workgroups, databases, tables, and named queries in AWS Athena through natural language.

Clash Royale MCP Server

An MCP server that integrates with the official Clash Royale API to provide real-time data on players, clans, cards, and tournaments. It enables users to query battle logs, chest cycles, and global rankings directly through Claude Desktop or Claude Code.

abaqus-mcp

An MCP server that enables controlling a live Abaqus/CAE session through natural language, allowing model inspection, job submission, ODB analysis, and viewport capture.

mcp-chinen-server

Please provide the English text you would like me to translate into Chinese. I need the code or text you want translated to be able to help you.

papserMCP_server

Enables AI assistants to search and retrieve CodeChef VIT university question papers from MongoDB, offering tools for paper search, metadata retrieval, and recent paper feeds.

Calculator MCP Server

This MCP server provides calculator tools, resources, and prompts for arithmetic operations, and serves as a minimal template for learning NitroStack fundamentals.

Short Video Maker MCP

Short Video Maker MCP

log-essence

Enables LLMs to analyze logs by extracting patterns, redacting secrets, and providing token-efficient summaries from files, Docker containers, or journald.

YouTube MCP

An MCP server that enables users to retrieve YouTube transcripts and perform video or channel searches without requiring Google API keys. It supports transcript chunking and provides tools for detailed video content analysis and channel metadata extraction.

Firefox MCP Server

Provides Firefox browser automation capabilities through Playwright, allowing control of Firefox from MCP-enabled applications with features for basic automation and advanced multi-tab debugging.

mac-messages-mcp

一个 Python 桥接器，用于使用 MCP (多重上下文协议) 与 macOS 消息应用进行交互。 使用 uvx 简单安装：mac-messages-mcp

Rickbot-3000 MCP Service

Enables remote management and monitoring of the Rickbot-3000 robotic system through AI assistants. Provides real-time status monitoring, command execution, system diagnostics, and deployment management capabilities.

OpenProject MCP Server

Write-capable MCP server for OpenProject API v3 with Community Edition support. Search, create, update, assign, prioritize, and comment on work packages.

yandex-metrika-mcp

Read-only MCP server for Yandex Metrika analytics, enabling report retrieval via MCP clients like Claude Code or Cursor without modifying any data.

mcp-azure-devops

Enables AI assistants to query and manage Azure DevOps projects, boards, work items, repos, pull requests, and pipelines while enforcing governance boundaries such as access modes, project scoping, protected projects, delete gating, and typed confirmations.

MCP Asset Generator

An MCP server that allows Claude to use OpenAI's image generation capabilities (gpt-image-1) to create image assets for users, which is particularly useful for game and web development projects.

GPT5 Event Record MCP Server

Provides tournament event records from the WaterPoker database with intelligent natural language filtering and multiple output formats.

CircleCI MCP Server

镜子 (jìng zi)

MCP Gateway

Aggregates multiple MCP servers into a single gateway with unified top-level tools, reducing LLM context usage and enabling IDE compatibility by consolidating many tools into fewer interface functions.

S3 Data Lake MCP Server

Enables AI agents to query S3 data lakes using natural language, with support for CSV, JSON, Parquet and tools for data discovery, analysis, and metadata exploration.