Discover Awesome MCP Servers

DatabaseMCP

An MCP server that enables AI agents to safely explore and interact with MySQL databases through dynamic tool generation from stored procedures. It provides database discovery capabilities and intelligent procedure categorization while enforcing security restrictions to prevent data modification.

MCP SSH Agent

A server that enables secure interaction with remote SSH hosts through standardized MCP interface, providing functions like listing hosts, executing commands, and transferring files using native SSH tools.

ServiceNow MCP Server

Connects Claude Desktop to a ServiceNow instance, enabling natural-language interactions to read incidents, inspect CMDB and table schemas, and create records with guardrails like update set scoping and dry-run preview.

mcp-micromanage

一个用于开发工作流程的微观管理工具：帮助编码代理规划、跟踪和可视化具有详细提交级别粒度的顺序开发任务。 具有交互式可视化、自动化状态跟踪和结构化工作流程管理功能。

Workspace ONE UEM MCP Server

Enables AI assistants to interact with VMware Workspace ONE UEM environments for device management, user administration, and system operations. Provides access to 25+ commonly used UEM APIs with support for OAuth2 authentication and bulk operations.

concept2-mcp-server

MCP server for the Concept2 Logbook API, enabling user profile management, workout result operations, and challenge queries.

yo-bug

An MCP server that gives AI coding assistants QA superpowers, enabling users to report bugs by pointing, clicking, or typing while automatically capturing diagnostic data for AI-driven test-feedback-fix loops.

WaPulse WhatsApp MCP Server

A Model Context Protocol server that integrates with WaPulse WhatsApp Web API, enabling users to send messages, manage groups, handle files, and perform various WhatsApp operations programmatically.

SYD MCP Server

Enables querying batch status, traceability, and compliance through natural language by connecting SYD to AI assistants via the Model Context Protocol.

PodCrawlerMCP

用于通过网络爬虫进行播客发现的 MCP 服务器。

Spurs Analytics MCP

Governed data pipeline for NBA ticketing and attendance data, exposing typed tools for AI agents to query game performance and seat-tier sales without direct database access.

camt053-mcp

MCP server that enables AI agents to parse, validate, and reverse ISO 20022 bank statements, with tools for discovering message types and return reasons.

Oracle MCP Server

用于 Oracle 数据库操作的模型上下文协议 (MCP) 服务器实现

MCP Server with Qdrant

Qdrant + mcp-qdrant-server This can be translated in a few ways, depending on the context. Here are a few options: * **Literal Translation (Technical):** Qdrant + mcp-qdrant 服务器 (Qdrant + mcp-qdrant fúwùqì) - This is a direct translation, using "服务器" (fúwùqì) for "server." It's suitable if you're discussing the technical components directly. * **More Descriptive (If needed):** Qdrant 向量数据库 + mcp-qdrant 服务器 (Qdrant xiàngliàng shùjùkù + mcp-qdrant fúwùqì) - This adds "向量数据库" (xiàngliàng shùjùkù), meaning "vector database," to clarify what Qdrant is. This is helpful if the audience might not know Qdrant. * **Simplified (If context is clear):** Qdrant + mcp-qdrant (This is acceptable if the audience already understands that these are software components or services.) **Therefore, the best translation depends on the context and the audience's familiarity with Qdrant.** **Recommendation:** If you're unsure, the most accurate and generally useful translation is: **Qdrant + mcp-qdrant 服务器 (Qdrant + mcp-qdrant fúwùqì)**

Ubuntu MCP Servers

MCP servers for querying and submitting Ubuntu data via ubq, covering bugs, packages, versions, and merge requests with multiple authentication providers.

Excel to JSON MCP by WTSolutions

The Excel to JSON MCP provides a standardized interface for converting Excel and CSV data into JSON format using the Model Context Protocol.

Test MCP Mar19 TRAIA MCP Server

Enables AI agents and LLMs to interact with the Test MCP Mar19 TRAIA API through standardized tools and the Model Context Protocol. It provides seamless API access for automated workflows with support for Docker deployment and asynchronous operations.

Gmail MCP Server

A privacy-focused MCP server that grants Claude read-only access to Gmail using strict, user-defined filters to control which emails are exposed. It enables searching and fetching email metadata while ensuring data security through OAuth and localized filter enforcement.

Shipping Cost MCP Connector

Pulls real and estimated shipping costs from Shiprocket and Delhivery into Claude, with rollup summaries for yesterday, last 7 days, MTD, and last 30 days.

Webex Bot MCP

Enables automated messaging, room management, and team collaboration through the Webex platform using a bot.

macos-control-mcp

Give AI agents eyes and hands on macOS.

GitIngest MCP Server

Integrates GitIngest to generate context files from public and private GitHub repositories, optimized for LLM consumption. Supports flexible file filtering, Docker deployment, and secure token-based authentication for private repository access.

agent-data

Get programmatic access to 170,000+ verified B2B companies in Spain. Featuring a highly-curated premium subset of 26,000+ CEO direct dials and mobile phones. Bypassing legacy corporate gatekeepers has never been cheaper.

KB-MCP Server

A local-first knowledge base server that enables AI clients to store, retrieve, and manage documents using semantic search. Provides privacy-focused, offline-capable memory for AI assistants with tools for ingesting, querying, updating, and deleting knowledge.

drawio-mcp-server

Enables AI agents to create, modify, and analyze diagrams using Draw.io (Diagrams.net) through MCP commands.

Cloudera AI Workbench MCP Server

Enables LLMs to interact with Cloudera AI Workbench APIs for managing files, jobs, models, experiments, projects, and applications.

mcp-creatio

MCP server for Creatio CRM that enables AI assistants to read, create, update, delete records, execute business processes, and manage settings via OData and REST APIs.

Remote MCP Server for Cloudflare

A tool that allows deployment of a Model Context Protocol server on Cloudflare Workers without authentication requirements, enabling users to create and use custom AI tools via the Cloudflare AI Playground or Claude Desktop.

ShelbyMCP

Knowledge-graph memory server for MCP-compatible AI tools, providing persistent, connected memory with typed relationships and auto-consolidation.