Discover Awesome MCP Servers

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)**

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.

Layntra

MCP server that lets product managers turn ideas into editable Figma designs using natural language, with explicit planning and approval before any changes.

Pinecall MCP

Enables coding agents to build, test, and deploy production voice agents with real phone numbers directly from the editor, including live call monitoring and sandboxed development.

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.

PodCrawlerMCP

用于通过网络爬虫进行播客发现的 MCP 服务器。

MEK MCP

MCP server to access the Hungarian Electronic Library (MEK) search engines, enabling agentic tools to search and retrieve content.

eBay MCP Server

Enables eBay sellers to manage inventory, view orders, handle messages, and browse listings through AI assistants using eBay seller APIs.

atlassian-mcp-server

Enables AI agents to manage Jira issues and Confluence pages via natural language, including creating, updating, searching, and uploading file attachments using API token authentication.

LINE Issue MCP

This MCP server enables AI-powered triage of customer messages from LINE Official Accounts or Groups, automatically searching recent GitLab commits and code paths before creating ClickUp tasks in the Client Issues list with priority and evidence tags.

Deep Research MCP Server

Enables conducting comprehensive research on complex topics through multi-layered analysis, automatic complexity assessment, and structured report generation with proper citations and critical analysis frameworks.

Adobe Commerce MCP Server by CData

This read-only MCP Server allows you to connect to Adobe Commerce data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

@expertcustom/funilaria-mcp

Enables AI assistants to interact with the Funilaria & Pintura portal through typed MCP tools, covering news publishing, supplier searches, stock and balance inquiries, and WhatsApp webhook operations.

AllNewsAPI MCP

Enables LLMs to search for news articles, get top headlines, and access comprehensive news data with advanced filtering options through AllNewsAPI.

MCP Agents

Provides FastMCP-based servers with various tools for AI assistants including math operations, file management, note-taking, todo management, and database operations. Offers both basic and advanced server configurations with tools, resources, and prompt templates.

Octopus Deploy MCP Server

A server that enables interaction with Octopus Deploy through the Model Context Protocol, allowing users to manage projects, releases, and deployments across different spaces.

neurakeep

Provides a local-first, source-cited memory layer for AI agents, with MCP tools to search, read, explain sources, and propose/apply memory updates.

Playwrightium

An MCP server for browser automation that allows AI to perform web tasks using Playwright through direct commands, reusable YAML shortcuts, or custom scripts. It features secure environment variable management and guided automation creation to build robust, repeatable browser workflows.

UBA MCP Server

Provides AI agents with a real browser environment for web automation, memory, and secure credential management through 15 MCP tools.

speech-mcp-server

MCP server integrating VolcEngine for automatic speech recognition (ASR) and text-to-speech (TTS), converting audio to text or text to audio files.

mcp-doctor

Diagnose, secure, and benchmark your MCP servers. Zero-config CLI for Claude Code, Cursor, VS Code, and Windsurf.

CMMS MCP Server

Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, maintenance tasks, and asset tracking. It enables users to query production orders, create maintenance records, and monitor real-time sensor data and alerts.

ios-ship-doctor

Enables AI assistants to diagnose and fix iOS app issues that cause App Store rejections, such as missing privacy manifests, permission strings, and test credentials, before submission.

Databricks MCP Server

Enables interaction with Databricks workspaces using On-Behalf-Of authentication to test connectivity, retrieve user information, and perform operations on behalf of authenticated users.

mcp-hello-world

A minimal MCP server mock for testing, providing echo, debug, and greeting resources to simulate MCP interactions.

resolve-ai-bridge

Lets AI clients inspect and control DaVinci Resolve projects via MCP tools.

feriadosapi

Feriados Brasileiros direto no seu agente de IA, consulte feriados nacionais, estaduais e municipais

gemini-skill

MCP server to control Gemini web interface via CDP for AI image generation, chat, and image extraction.

UMBRAXON/kya-hub

Read-only MCP server bridging the public UMBRAXON KYA-Hub HTTP API. Exposes tools to fetch tiers/health, certificates, reputation, CRL metadata, and to verify certificate/delegation-pass payloads.