官方 MCP 服务器

Convert many file formats, local or remote, to Markdown for LLMs using MarkItDown.

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

Up-to-date docs for AI agents

Official PostHog MCP Server for product analytics, feature flags, experiments, and more.

Playwright Tools for MCP

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

MCP server for the Computer-Use Agent (CUA), allowing you to run CUA through Claude Desktop or other MCP clients.

Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.

Search your local screen recordings, audio transcripts, and computer activity from screenpipe.

Scan code for security vulnerabilities using Semgrep.

MCP Toolbox for Databases enables your agent to connect to your database.

Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

Search Gmail and Outlook, save drafts, manage email rules, and view email stats.

Create, manage, and update applications on InstantDB, the modern Firebase.

Suite of servers for integrating with AWS services and resources.

Let your users work with their own data through an AI assistant, limited to what they can see.

Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.

Turn long videos into viral vertical shorts and publish them to TikTok, Instagram and YouTube.

Screen recorder and video editor. Agents record, trim, zoom, caption, add effects and export.

Duplicate code detection with jscpd: check snippets and files for copy/paste duplication against a scanned project before committing.

Create UI components inspired by 21st.dev design engineers.

Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine.

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Notion official MCP server

Cloudflare MCP servers

A Model Context Protocol server for generating charts using AntV.

Kubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations.

All Azure MCP tools to create a seamless connection between AI agents and Azure services.

Create validated, maintainable data charts and dashboards with Vizro tools and templates.

An MCP server giving access to Grafana dashboards, data and more.

Integration platform connecting AI agents to many services through one interface, with OAuth, scaling and monitoring.

MCP server for interacting with the Supabase platform

Crawl, embed, chunk, search and retrieve information from datasets through Trieve.

Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web

Cross-device clipboard manager: search synced clipboard history, read OCR text from copied images and add new clipboard items.

An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI.

MCP server for advanced web search using Tavily

Stock market API made for AI agents

Search and book flights and hotels: hundreds of airlines, plus bookable hotel rates.

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

Leverage Notte Web AI agents & cloud browser sessions for scalable browser automation & scraping workflows

MCP server integrating with Stripe - tools for customers, products, payments, and more.

Qdrant integration.

Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise

Multi-Model database with built-in MCP server for SQL, Cypher, Gremlin, and GraphQL.

Open-source web scraper for AI agents with scrape, crawl, and map tools

Token-efficient search for coding agents over public and private documentation.

Protect your AI agents and IDEs from malicious open-source packages.

MCP Neo4j Knowledge Graph Memory Server

Work with JetBrains IDEs such as IntelliJ, PyCharm, WebStorm and Android Studio.

MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

AI code research platform. Search, analyze, and extract insights from any GitHub repository.

Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB.

Next.js development tools MCP server with stdio transport

Integrate with a LINE Official Account.

[Hyperbrowser](https://www.hyperbrowser.ai/) is the next-generation platform empowering AI agents and enabling effortless, scalable…

Data quality evaluation with Dingo: run rule-based and LLM-based evaluations and list its rules and prompts.

Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants.

Official Neon MCP server for managing Neon projects and Lakebase Postgres databases.

Official MCP Server to deploy to [Google Cloud Run](https://cloud.google.com/run).