🇨🇳国内 MCP 服务推荐（飞书 / 高德 / 12306）

飞书消息发送与文档创建工作流。 触发场景：查找群成员、查找群ID、发送消息失败需要重新尝试。 适用于：发送飞书消息。

Scan ClawHub skills for security vulnerabilities BEFORE installing. Use when installing new skills from ClawHub to detect prompt injections, malware payloads, hardcoded secrets, and other threats. Wraps clawhub install with mcp-scan pre-flight checks.

QuickChart

vlatest

QuickChart的MCP服务器，支持图表生成和数据可视化

提供内存管理和数据缓存的MCP服务器

Linear API integration with managed OAuth. Query and manage issues, projects, teams, cycles, and labels using GraphQL. Use this skill when users want to create, update, or query Linear issues, search for tasks, manage projects, or track work. For other third party apps, use the api-gateway skill (ht

Work with Notion pages and databases via the official Notion API.

Magic UI

vlatest

多功能AI辅助工具的MCP服务器

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.

Query Polymarket prediction market odds and events via CLI. Search for markets, get current prices, list events by category. Supports sports betting (NFL, NBA, soccer/EPL, Champions League), politics, crypto, elections, geopolitics. Real money markets = more accurate than polls. No API key required. Use when asked about odds, probabilities, predictions, or "what are the chances of X".

Write, run, and manage unit, integration, and E2E tests across TypeScript, Python, and Swift using recommended frameworks.

微信公众号监控 - 文章监控、阅读量追踪、舆情分析（WeChat Official Account）

Find, compare, and install agent skills across ClawHub and Skills.sh when the user needs new capabilities, better workflows, stronger tools, or safer alterna...

MCP协议功能测试服务器，展示MCP的所有功能特性，包括prompts、tools、resources、sampling等，主要用于MCP客户端开发者的测试

Mastra MCP

vlatest

mastra MCP服务器，支持mastra.ai生态

AI自我改进与记忆系统 - 解决'同类错误反复犯、用户纠正不长记性'的痛点。自动捕获错误、用户纠正、最佳实践，并转化为长期记忆。

Firecrawl

vlatest

基于Firecrawl的智能网页爬取和内容提取MCP工具

NPM Sentinel MCP

vlatest

Provide AI-powered real-time analysis and intelligence on NPM packages, including security, dependencies, performance, and quality metrics. Enable faster and safer package management decisions by integrating with Claude and Anthropic AI. Deliver comprehensive insights such as vulnerability scanning, download trends, and maintenance status to optimize your npm ecosystem.

Browser Act

v1.0.2

Browser automation CLI designed for AI Agents, running a full browser engine to provide comprehensive web interaction capabilities: navigation and interaction, data extraction and network interception, screenshots, automated CAPTCHA solving, anti-detection fingerprint spoofing, session persistence, built-in network proxies, multi-account isolation, and concurrent multi-browser execution.

Advanced git operations beyond add/commit/push. Use when rebasing, bisecting bugs, using worktrees for parallel development, recovering with reflog, managing subtrees/submodules, resolving merge conflicts, cherry-picking across branches, or working with monorepos.

提供A股实时行情、分时成交量分布及主力资金动向分析，支持持仓管理和盈亏监控。

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...

Zoho Recruit API integration with managed OAuth. Manage candidates, job openings, interviews, and recruitment workflows. Use this skill when users want to re...

Gmail, Calendar, Drive, Docs, Sheets — NO Google Cloud Console required. Just OAuth sign-in. Zero setup complexity vs traditional Google API integrations.

Use when: you want a structured audit -> options -> recommended plan to improve an OpenClaw workspace (cost, model routing, context discipline, delegation, r...

Essential Docker commands and workflows for container management, image operations, and debugging.

Enable your LLMs to perform accurate numerical calculations with a simple API. Leverage basic arithmetic and statistical functions to enhance your applications. Simplify complex mathematical tasks effortlessly and improve your model's capabilities.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Research markets with sizing, segmentation, competitor mapping, pricing checks, and demand validation that turn fuzzy ideas into decision-ready evidence. Use...

AusEcon MCP - ABS RBA and APRA Data

vlatest

MCP server for retrieval of Australian economic and financial data - supports ABS, RBA and APRA

Market Environment Analysis

v0.1.0

Comprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex, commodities, and economic indicators. Provides risk-on/risk-off assessment, sector analysis, and technical indicator interpretation. Triggers on keywords like market analysis, market environment, global markets, trading environment, market conditions, investment climate, market sentiment, forex analysis, stock market analysis, 相場環境, 市場分析, マーケット状況, 投資環境.

Write compelling UX copy, marketing content, and product messaging. Use when writing button labels, error messages, landing pages, emails, CTAs, empty states, tooltips, or any user-facing text.

市场分析服务 | Market Analysis Service. 企业市场趋势分析 | Enterprise market trend analysis. 竞品分析 | Competitor analysis. 用户行为洞察 | User behavior insights. 触发词：市场分析、竞品分析、mar...

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opentwitter

v1.0.0

Twitter/X data via the 6551 API. Supports user profiles, tweet search, user tweets, follower events, deleted tweets, and KOL followers.

Design and implement automation workflows to save time and scale operations as a solopreneur. Use when identifying repetitive tasks to automate, building workflows across tools, setting up triggers and actions, or optimizing existing automations. Covers automation opportunity identification, workflow design, tool selection (Zapier, Make, n8n), testing, and maintenance. Trigger on "automate", "automation", "workflow automation", "save time", "reduce manual work", "automate my business", "no-code automation".

Slack

vlatest

Slack is a channel-based messaging platform. With Slack, people can work together more effectively, connect all their software tools and services, and find the information they need to do their best work — all within a secure, enterprise-grade environment.

opennews

v1.0.0

Crypto news search, AI ratings, trading signals, and real-time updates via the OpenNews 6551 API. Supports keyword search, coin filtering, source filtering,...

Fetch Chinese stock and futures market data via Tushare API. Supports stock quotes, futures data, company fundamentals, and macroeconomic indicators. Use whe...

基于东方财富数据库，支持自然语言查询金融数据，覆盖A港美、基金、债券等多种资产，含实时行情、公司信息、估值、财务报表等，可用于投资研究、交易复盘、市场监控、行业分析、信用研究、财报审计、资产配置等场景，适配机构与个人多元需求。返回结果包含 xlsx 与 Markdown 文件。Natural language q...

Brave搜索

vlatest

基于Brave搜索引擎的MCP服务器，提供安全、私密的搜索服务

Marketing Strategy Pmm

v2.1.1

Product marketing skill for positioning, GTM strategy, competitive intelligence, and product launches. Use when the user asks about product positioning, go-t...

Browse, search, post, and moderate Reddit. Read-only works without auth; posting/moderation requires OAuth setup.

Web Scraping made easier using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive scraping, and JavaScript rendering. Use when asked to scrape, crawl, or extract data from websites; web_fetch fails; the site has anti-bot protections; write Python code to scrape/crawl; or write spiders.

GitLab

vlatest

GitLab的MCP服务器，支持GitLab的读取和写入

非官方的DeepWiki MCP服务器，通过MCP接收DeepWiki URL，爬取所有相关页面并转换为Markdown格式，可返回单个文档或按页面列表返回