Discover Awesome MCP Servers

pinterest-vision-mcp

MCP server that gives AI agents visual intelligence — search Pinterest, analyze images with LLM vision, build a semantic reference library, and retrieve by style or mood.

book-notes-mcp

MCP server for processing raw book notes into structured, searchable knowledge using embeddings and semantic search.

ableton-mcp

MCP server for controlling Ableton Live, enabling AI assistants to interact with Live sessions through tools for track/clip/scene management, playback control, and device parameter adjustments.

yandex-vision-ocr-mcp

Provides OCR capabilities for images and PDFs using Yandex Vision API. Supports multiple recognition models and output formats.

Azure Image Generation MCP

Enables AI-powered image generation using Azure DALL-E 3 and FLUX models with intelligent automatic model selection. Generates stunning photorealistic or creative images directly within LibreChat through simple text prompts.

postgresql-mcp

A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic multi-statement transactions, and schema inspection. Works with any PostgreSQL instance — local, Supabase, AWS RDS, or self-hosted — and connects to Claude, Cursor, Windsurf, or any MCP-compatible AI client.

MCP Filesystem Python

A secure, read-only MCP server for browsing and searching files in a specified directory with path traversal protection and .gitignore support.

Polymarket MCP Server

Enables AI agents to browse, search, and trade on Polymarket prediction markets, including viewing markets, order books, balances, and placing/canceling orders.

Postal MCP Server

A SQLite-backed message queue system that enables multiple AI agents to communicate with each other via a simple HTTP interface.

mobile-security-mcp

An MCP server that enables AI assistants to analyze Android APK and iOS IPA files for security issues through natural language conversation, including permission auditing, secret detection, and SDK enumeration.

tecton-mcp

Enables interaction with Tecton clusters through MCP, allowing management of feature stores, execution of Tecton CLI commands, and retrieval of feature store configurations via natural language.

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.

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.

wcprediction-mcp

MCP server for a World Cup 2026 prediction game assistant, providing tools for live game data via PostgreSQL and semantic search over football articles via RAG.

MCP Figma

Enables AI assistants to read and modify Figma designs programmatically, supporting design analysis, element creation, text replacement, annotations, auto-layout configuration, and prototype visualization through natural language commands.

Thoughtspot

Thoughtspot

Ghost-Content Universal MCP Server

Provides a standardized interface for interacting with Ghost-Content tools and services through a unified API.

Email MCP Server

Đây là một máy chủ MCP được thiết kế để xử lý các giao tiếp email, hỗ trợ nhiều giao thức và tính năng email.

Oracle MCP Server

Triển khai máy chủ Giao thức Ngữ cảnh Mô hình (MCP) cho các hoạt động cơ sở dữ liệu Oracle.

MCP Server with Qdrant

qdrant + mcp-qdrant-server

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.

Alayman Article Retrieval

Retrieves blog articles from an external API with metadata including titles, authors, URLs, and engagement metrics like share counts and view counts.

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.

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.

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

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.

concept2-mcp-server

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