Discover Awesome MCP Servers

drillr-mcp-server

Financial research data backend for AI agents, offering standardized financial data, semantic news and event search, paragraph-cited company filings, and alternative data across US, Japan, Hong Kong, and China A-shares.

mlctl

Enables natural language management of the full ML lifecycle including experiments, model registration, deployment, and pipeline orchestration through a conversational agent.

Astro Docs MCP Server

Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access the latest Astro documentation in a structured way, enabling accurate answers about Astro's features, APIs, and best practices.

Clipboard MCP Server

Enables pattern-based file editing operations using copy/paste functionality with text landmarks instead of exact string matching. Allows AI agents to efficiently manipulate file content by identifying code patterns and insertion points without consuming large amounts of context tokens.

Google Analytics 4 Admin MCP

Manages Google Analytics 4 accounts, properties, annotations, audiences, and custom dimensions through the MCP protocol.

mc-mcp-server

🚧 Minecraft Java 版 MCP 服务器

MCP Memory Server

An MCP server that gives Claude persistent memory by storing conversation context, entities, and enabling semantic search across sessions.

weather-mcp-server

Provides current weather, forecasts, trend predictions, and personalized recommendations for any location using the Open-Meteo API.

uptrack-mcp

MCP server for Uptrack uptime monitoring. Manage monitors and incidents from AI agents like Claude, ChatGPT, and Cursor.

mcp-paywall

HTTP 402 paywall middleware for MCP servers. XRPL/RLUSD native settlement, Phase 3 compliance receipts, zero API keys required.

Qdrant MCP Server

Provides semantic memory capabilities using Qdrant vector database with configurable embedding providers, allowing storage and retrieval of information using vector similarity.

whatsapp-mcp-assistant

MCP server that exposes a real WhatsApp account to Cursor through safe, approval-gated tools and a local Go bridge, enabling chat management, contact search, and message send with explicit confirmation.

illustrator-mcp

Enables AI assistants to control Adobe Illustrator on Windows, including creating, opening, saving, and exporting documents, drawing shapes, adding text, and running arbitrary ExtendScript.

blocks-translation-mcp

Finds new UI translation keys in your codebase, dedup-checks them against a Blocks/UILM tenant, and generates the JSON the Blocks portal expects for import.

ML Lab MCP

Transforms AI assistants into a full ML engineering environment for training and fine-tuning models across multiple backends (local GPU, Mistral, Together AI, OpenAI) and cloud providers (Lambda Labs, RunPod, SSH-accessible VPS), with dataset management, experiment tracking, cost estimation, and deployment to Ollama/Open WebUI.

google-workspace-mcp

Enables Claude to manage Google Workspace services such as Calendar, Gmail, and Docs with configurable access and safe-by-design limitations.

Remote MCP Server (Authless)

A remote MCP server template for Cloudflare Workers without authentication, supporting SSE connections and customizable tools.

CurrencyTransfer MCP Server

Enables AI assistants to trade FX, manage beneficiaries, check balances, request quotes, and configure rate alerts and market orders via the CurrencyTransfer API.

mcp-arcgis-princewilliam

MCP server for accessing Prince William County, Virginia geospatial data (ArcGIS). Enables searching datasets, querying layers, and retrieving schema information.

Data 360 MCP Server

Enables natural-language-driven exploration, querying, and full configuration management of Salesforce Data Cloud / Data 360 via MCP.

app.wishpool/taiwan-payments-mcp

Enables AI agents to accept payments and issue Taiwanese government e-invoices via ECPay. Supports payment link creation, status query, invoice issue and void.

EDS MCP Server

MCP server for Adobe Edge Delivery Services (AEM EDS). 20 tools for preview, publish, bulk operations, content reading, Core Web Vitals, 404 tracking, A/B experiments, and site configuration. Works with Claude Code, Cursor, and VS Code Copilot.

WhatsHot

WhatsHot MCP server aggregates trending hotlists, real-time news flashes, gold prices, and RSS feeds from 330+ sources, offering read-only tools to list sources, fetch current data, and query historical search and trend data via DuckDB.

Reddit MCP Server

Enables comprehensive Reddit interaction including fetching posts, analyzing users and subreddits, searching content, and creating posts/comments. Supports both read-only mode with client credentials and full functionality with user authentication.

video-summarizer

MCP server that converts videos, audio, and meeting recordings into structured transcripts and summaries with multi-backend ASR and automatic fallback.

mcp-safe-inventory-demo

Enables AI agents to safely mutate business state by demonstrating phase-gating, validation-before-mutation, and structured audit logging in a toy inventory and purchase order system.

dsview-mcp

Local MCP server for building an agent-facing integration around DreamSourceLab DSView. Enables native logic capture, protocol decode, and analysis with artifact management for I2C, SPI, and UART.

JobSpy MCP Server

Enables job search and scraping across multiple job boards (LinkedIn, Indeed, Glassdoor, etc.) with advanced filtering, directly from Claude Desktop or other MCP clients.

Servicialo

Open protocol for AI-agent coordination of professional services. Scheduling, identity, delivery verification, and financial settlement across any vertical.

OpenAPI Doctor

A template for building MCP servers with a built-in paywall gate that offers free local execution and premium server-side execution via Stripe and x402 payment lanes.