Awesome-MCP-Servers-zh
Content
Awesome-MCP-Servers-zh
本项目收集互联网上官方发布的优质 MCP 服务器（MCP Servers），方便查阅。
官方 MCP 服务器列表
以下表格列出了官方 MCP 服务器及其 GitHub Star 数（如适用）。
| 项目 | Stars | 英文说明 | 中文说明 |
|---|---|---|---|
| 21st.dev Magic |  | Create crafted UI components inspired by the best 21st.dev design engineers. | |
| Adfin |  | The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with Adfin. | |
| AgentQL |  | Enable AI agents to get structured data from unstructured web with AgentQL. | |
| AgentRPC |  | Connect to any function, any language, across network boundaries using AgentRPC. | |
| Aiven |  | Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services | |
| Alation |  | Unlock the power of the enterprise Data Catalog by harnessing tools provided by the Alation MCP server. | |
| Algolia MCP |  | Algolia MCP Server exposes a natural language interface to query, inspect, and manage Algolia indices and configs. Useful for monitoring, debugging and optimizing search performance within your agentic workflows. See demo. | |
| Alibaba Cloud AnalyticDB for MySQL |  | Connect to a AnalyticDB for MySQL cluster for getting database or table metadata, querying and analyzing data.It will be supported to add the openapi for cluster operation in the future. | |
| Alibaba Cloud OPS |  | Manage the lifecycle of your Alibaba Cloud resources with CloudOps Orchestration Service and Alibaba Cloud OpenAPI. | |
| Alibaba Cloud RDS |  | An MCP server designed to interact with the Alibaba Cloud RDS OpenAPI, enabling programmatic management of RDS resources via an LLM. | |
| Apache IoTDB |  | MCP Server for Apache IoTDB database and its tools | |
| Apify |  | Actors MCP Server: Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more | |
| APIMatic MCP |  | APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic's API. | |
| Apollo MCP Server |  | Connect your GraphQL APIs to AI agents | |
| Arize Phoenix |  | Inspect traces, manage prompts, curate datasets, and run experiments using Arize Phoenix, an open-source AI and LLM observability tool. | |
| Asgardeo |  | MCP server to interact with your Asgardeo organization through LLM tools. | |
| Astra DB |  | Comprehensive tools for managing collections and documents in a DataStax Astra DB NoSQL database with a full range of operations such as create, update, delete, find, and associated bulk actions. | |
| Atlan |  | The Atlan Model Context Protocol server allows you to interact with the Atlan services through multiple tools. | |
| Audiense Insights |  | Marketing insights and audience analysis from Audiense reports, covering demographic, cultural, influencer, and content engagement analysis. | |
| AWS |  | Specialized MCP servers that bring AWS best practices directly to your development workflow. | |
| Axiom |  | Query and analyze your Axiom logs, traces, and all other event data in natural language | |
| Azure |  | The Azure MCP Server gives MCP Clients access to key Azure services and tools like Azure Storage, Cosmos DB, the Azure CLI, and more. | |
| Bankless Onchain |  | Query Onchain data, like ERC20 tokens, transaction history, smart contract state. | |
| BICScan |  | Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names. | |
| Bitrise |  | Chat with your builds, CI, and more. | |
| Box |  | Interact with the Intelligent Content Management platform through Box AI. | |
| Browserbase |  | Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) | |
| BrowserStack |  | Access BrowserStack's Test Platform to debug, write and fix tests, do accessibility testing and more. | |
| Burp Suite |  | MCP Server extension allowing AI clients to connect to Burp Suite | |
| Cartesia |  | Connect to the Cartesia voice platform to perform text-to-speech, voice cloning etc. | |
| Chargebee |  | MCP Server that connects AI agents to Chargebee platform. | |
| Chiki StudIO | - | Create your own configurable MCP servers purely via configuration (no code), with instructions, prompts, and tools support. | |
| Chroma |  | Embeddings, vector search, document storage, and full-text search with the open-source AI application database | |
| Chronulus AI |  | Predict anything with Chronulus AI forecasting and prediction agents. | |
| CircleCI |  | Enable AI Agents to fix build failures from CircleCI. | |
| ClickHouse |  | Query your ClickHouse database server. | |
| cline/mcp-marketplace |  | Official repository for submitting MCP servers to be included in Cline's MCP Marketplace | Cline 官方市场提交仓库 |
| Cloudflare |  | Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1) | |
| Codacy |  | Interact with Codacy API to query code quality issues, vulnerabilities, and coverage insights about your code. | |
| CodeLogic |  | Interact with CodeLogic, a Software Intelligence platform that graphs complex code and data architecture dependencies, to boost AI accuracy and insight. | |
| Comet Opik |  | Query and analyze your Opik logs, traces, prompts and all other telemtry data from your LLMs in natural language. | |
| Confluent |  | Interact with Confluent Kafka and Confluent Cloud REST APIs. | |
| Convex | - | Introspect and query your apps deployed to Convex. | |
| Couchbase |  | Interact with the data stored in Couchbase clusters. | |
| CRIC Wuye AI |  | Interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry. | |
| Dart |  | Interact with task, doc, and project data in Dart, an AI-native project management tool | |
| DataHub |  | Search your data assets, traverse data lineage, write SQL queries, and more using DataHub metadata. | |
| DevHub |  | Manage and utilize website content within the DevHub CMS platform | |
| DevRev |  | An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. Sources listed here. | |
| DexPaprika (CoinPaprika) |  | Access real-time DEX data, liquidity pools, token information, and trading analytics across multiple blockchain networks with DexPaprika by CoinPaprika. | |
| Dynatrace |  | Manage and interact with the Dynatrace Platform for real-time observability and monitoring. | |
| E2B |  | Run code in secure sandboxes hosted by E2B | |
| Edgee |  | Deploy and manage Edgee components and projects | |
| EduBase |  | Interact with EduBase, a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities | |
| Elasticsearch |  | Query your data in Elasticsearch | |
| elevenlabs/elevenlabs-mcp |  | The official ElevenLabs MCP server | ElevenLabs 官方 MCP 服务器 |
| eSignatures |  | Contract and template management for drafting, reviewing, and sending binding contracts. | |
| Exa |  | Search Engine made for AIs by Exa | |
| Fewsats |  | Enable AI Agents to purchase anything in a secure way using Fewsats | |
| Fibery |  | Perform queries and entity operations in your Fibery workspace. | |
| Financial Datasets |  | Stock market API made for AI agents | |
| Fireproof |  | Immutable ledger database with live synchronization | |
| ForeverVM |  | Run Python in a code sandbox. | |
| GibsonAI |  | AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI | |
| Gitea | - | Interact with Gitea instances with MCP. | |
| Gitee |  | Gitee API integration, repository, issue, and pull request management, and more. | |
| github/github-mcp-server |  | GitHub's official MCP Server | GitHub 官方 MCP 服务器 |
| Glean |  | Enterprise search and chat using Glean's API. | |
| gotoHuman |  | Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your gotoHuman inbox. | |
| Grafana |  | Search dashboards, investigate incidents and query datasources in your Grafana instance | |
| Grafbase |  | Turn your GraphQL API into an efficient MCP server with schema intelligence in a single command. | |
| Graphlit |  | Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable Graphlit project. | |
| GreptimeDB |  | Provides AI assistants with a secure and structured way to explore and analyze data in GreptimeDB. | |
| Gyazo |  | Search, fetch, upload, and interact with Gyazo images, including metadata and OCR data. | |
| Heroku |  | Interact with the Heroku Platform through LLM-driven tools for managing apps, add-ons, dynos, databases, and more. | |
| Hologres |  | Connect to a Hologres instance, get table metadata, query and analyze data. | |
| Honeycomb |  | Allows Honeycomb Enterprise customers to query and analyze their data, alerts, dashboards, and more; and cross-reference production behavior with the codebase. | |
| HubSpot | - | Connect, manage, and interact with HubSpot CRM data | |
| Hyperbrowser |  | Hyperbrowser is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation. | |
| IBM wxflows |  | Tool platform by IBM to build, test and deploy tools for any data source | |
| Inbox Zero |  | AI personal assistant for email Inbox Zero | |
| Inkeep |  | RAG Search over your content powered by Inkeep | |
| Integration App |  | Interact with any other SaaS applications on behalf of your customers. | |
| JetBrains |  | – Work on your code with JetBrains IDEs | |
| Kagi Search |  | Search the web using Kagi's search API | |
| Keboola |  | Build robust data workflows, integrations, and analytics on a single intuitive platform. | |
| Klavis ReportGen |  | Create professional reports from a simple user query. | |
| KWDB |  | Reading, writing, querying, modifying data, and performing DDL operations with data in your KWDB Database. | |
| Langfuse Prompt Management |  | Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts. | |
| Lara Translate |  | MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations. | |
| line/line-bot-mcp-server |  | MCP server integrating the LINE Messaging API | 集成 LINE Messaging API 的 MCP 服务器 |
| Linear | - | Search, create, and update Linear issues, projects, and comments. | |
| Lingo.dev |  | Make your AI agent speak every language on the planet, using Lingo.dev Localization Engine. | |
| Litmus.io |  | Official MCP server for configuring Litmus Edge for Industrial Data Collection, Edge Analytics & Industrial AI. | |
| Logfire |  | Provides access to OpenTelemetry traces and metrics through Logfire. | |
| Mailgun |  | Interact with Mailgun API. | |
| Make |  | Turn your Make scenarios into callable tools for AI assistants. | |
| makenotion/notion-mcp-server |  | Official Notion MCP Server | Notion 官方 MCP 服务器 |
| MCP Toolbox for Databases |  | Open source MCP server specializing in easy, fast, and secure tools for Databases. Supports AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, MySQL, Neo4j, Postgres, Spanner, and more. | |
| Meilisearch |  | Interact & query with Meilisearch (Full-text & semantic search API) | |
| Memgraph |  | Query your data in Memgraph graph database. | |
| mendableai/firecrawl-mcp-server |  | Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients. | Firecrawl 官方 MCP 服务器，提供网页抓取能力 |
| Metoro |  | Query and interact with kubernetes environments monitored by Metoro | |
| Microsoft Clarity |  | Official MCP Server to get your behavioral analytics data and insights from Clarity | |
| Microsoft Dataverse | - | Chat over your business data using NL - Discover tables, run queries, retrieve data, insert or update records, and execute custom prompts grounded in business knowledge and context. | |
| Milvus |  | Search, Query and interact with data in your Milvus Vector Database. | |
| MiniMax-AI/MiniMax-MCP |  | Official MiniMax MCP server that enables interaction with Text to Speech, image generation and video generation APIs | MiniMax 官方 MCP 服务器，支持语音、图像和视频生成 |
| Momento |  | Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale. | |
| MongoDB |  | Both MongoDB Community Server and MongoDB Atlas are supported. | |
| MotherDuck |  | Query and analyze data with MotherDuck and local DuckDB | |
| Needle |  | Production-ready RAG out of the box to search and retrieve data from your own documents. | |
| Neo4j |  | Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory | |
| Neon |  | Interact with the Neon serverless Postgres platform | |
| Netlify | - | Create, build, deploy, and manage your websites with Netlify web platform. | |
| Notion |  | This project implements an MCP server for the Notion API. | |
| OceanBase |  | MCP Server for OceanBase database and its tools | |
| Octagon |  | Deliver real-time investment research with extensive private and public market data. | |
| OlaMaps | - | Official Ola Maps MCP Server for services like geocode, directions, place details and many more. | |
| OP.GG |  | Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics. | |
| OpsLevel |  | Official MCP Server for OpsLevel. | |
| Oxylabs |  | Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction. | |
| Paddle |  | Interact with the Paddle API. Manage product catalog, billing and subscriptions, and reports. | |
| Pagos |  | Interact with the Pagos API. Query Credit Card BIN Data with more to come. | |
| PayPal | - | PayPal's official MCP server. | |
| Perplexity |  | An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI. | |
| Pinecone |  | Pinecone's developer MCP Server assist developers in searching documentation and managing data within their development environment. | |
| Pinecone Assistant |  | Retrieves context from your Pinecone Assistant knowledge base. | |
| Prisma | - | Create and manage Prisma Postgres databases | |
| Pulumi |  | Deploy and manage cloud infrastructure using Pulumi. | |
| Pure.md |  | Reliably access web content in markdown format with pure.md (bot detection avoidance, proxy rotation, and headless JS rendering built in). | |
| Put.io |  | Interact with your Put.io account to download torrents. | |
| Qdrant |  | Implement semantic memory layer on top of the Qdrant vector search engine | |
| qdrant/mcp-server-qdrant | | An official Qdrant Model Context Protocol (MCP) server implementation | Qdrant 官方实现 |
| Ragie |  | Retrieve context from your Ragie (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more. | |
| Ramp |  | Interact with Ramp's Developer API to run analysis on your spend and gain insights leveraging LLMs | |
| Raygun |  | Interact with your crash reporting and real using monitoring data on your Raygun account | |
| razorpay/razorpay-mcp-server |  | Razorpay's Official MCP Server | Razorpay 官方 MCP 服务器 |
| Redis |  | The Redis official MCP Server offers an interface to manage and search data in Redis. | |
| Redis Cloud API |  | The Redis Cloud API MCP Server allows you to manage your Redis Cloud resources using natural language. | |
| Rember |  | Create spaced repetition flashcards in Rember to remember anything you learn in your chats | |
| Riza |  | Arbitrary code execution and tool-use platform for LLMs by Riza | |
| Root Signals |  | Improve and quality control your outputs with evaluations using LLM-as-Judge | |
| ScreenshotOne |  | Render website screenshots with ScreenshotOne | |
| Search1API |  | One API for Search, Crawling, and Sitemaps | |
| Semgrep |  | Enable AI agents to secure code with Semgrep. | |
| SingleStore |  | Interact with the SingleStore database platform | |
| Snyk |  | Enhance security posture by embedding Snyk vulnerability scanning directly into agentic workflows. | |
| StarRocks |  | Interact with StarRocks | |
| Stripe |  | Interact with Stripe API | |
| Tavily |  | Search engine for AI agents (search + extract) powered by Tavily | |
| Terraform |  | Seamlessly integrate with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development powered by Terraform | |
| Thirdweb |  | Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by Thirdweb | |
| Tianji |  | Interact with Tianji platform whatever selfhosted or cloud platform, powered by Tianji. | |
| TiDB |  | MCP Server to interact with TiDB database platform. | |
| Tinybird |  | Interact with Tinybird serverless ClickHouse platform | |
| Tldv | - | Connect your AI agents to Google-Meet, Zoom & Microsoft Teams through tl;dv | |
| UnifAI |  | Dynamically search and call tools using UnifAI Network | |
| Unstructured |  | Set up and interact with your unstructured data processing workflows in Unstructured Platform | |
| Upstash |  | Manage Redis databases and run Redis commands on Upstash with natural language. | |
| VAST-AI-Research/tripo-mcp |  | Official MCP server for Tripo | Tripo 官方 MCP 服务器 |
| Vectorize |  | Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. | |
| Verbwire |  | Deploy smart contracts, mint NFTs, manage IPFS storage, and more through the Verbwire API | |
| Verodat |  | Interact with Verodat AI Ready Data platform | |
| VeyraX |  | Single tool to control all 100+ API integrations, and UI components | |
| WaveSpeed |  | WaveSpeed MCP server providing AI agents with image and video generation capabilities. | |
| WayStation |  | Universal MCP server to connect to popular productivity tools such as Notion, Monday, AirTable, and many more | |
| Xero |  | Interact with the accounting data in your business using our official MCP server | |
| YugabyteDB |  | MCP Server to interact with your YugabyteDB database | |
| Zapier | - | Connect your AI Agents to 8,000 apps instantly. | |
| ZenML |  | Interact with your MLOps and LLMOps pipelines through your ZenML MCP server |
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