Discover Awesome MCP Servers

solve-it

MCP server that provides programmatic access to the SOLVE-IT digital forensics knowledge base, enabling LLMs to query, navigate, and search forensic techniques, weaknesses, mitigations, objectives, and citations.

Unified Search MCP Server

Enables unified searching across Google Scholar, Google Web Search, and YouTube with enterprise features like caching, rate limiting, and monitoring. Supports simultaneous multi-source searches with filtering options for academic papers, web content, and videos.

Crawl4AI MCP Server

A Model Context Protocol server that provides web scraping capabilities, enabling AI to extract and analyze web content through page structure analysis, schema-based extraction, and screenshot capture.

stock-images-mcp

MCP server to search and download stock images from Pexels, Unsplash, and Pixabay

comfyui-mcp-server-node

A lightweight MCP server that bridges AI agents with a local ComfyUI instance to generate and iteratively refine images, audio, and video through conversational tool calls.

db2-mcp-server

Enables read-only interaction with IBM DB2 databases, including listing tables and retrieving table metadata.

agent-signal

Collective intelligence for AI shopping agents — product intel, deals, and more

Museum MCP Server

Enables AI agents to search and explore over 570,000 artworks from the Metropolitan Museum of Art and Art Institute of Chicago without needing an API key.

MCP PostgreSQL Secure Query Server

Provides secure, read-only PostgreSQL database access via MCP tools like query_inventory and get_top_sales. Blocks dangerous SQL commands while allowing AI to execute controlled SELECT queries.

airc-mcp

Connect Claude Code to other AI agents for messaging, registration, presence, and capability discovery.

Synphony MCP

Enables management of local video datasets with directory browsing and direct upload capabilities to Hugging Face Hub repositories. Supports video file validation, batch uploads, and automated dataset repository creation with secure authentication.

mcp-gdrive

Enables listing, searching, reading, writing, creating, and uploading files on Google Drive.

Gemini MCP Tool

MCP server that integrates Google Gemini CLI with AI assistants, enabling large file analysis and natural language queries without an API key.

Time & Millisecond Converter MCP Server

Enables AI agents to accurately parse, format, and convert time durations and millisecond values with deterministic precision, avoiding common arithmetic errors.

simap MCP Server

Enables AI assistants to search and view public tenders from Switzerland's simap.ch platform.

Supabase Memory MCP Server

An MCP server utilizing Supabase to provide memory and knowledge graph storage, enabling multiple Claude instances to share and manage data with database-level locking for safe concurrent access.

SSH Real MCP Server

Enables SSH remote command execution on any host using the system ssh binary, supporting existing configurations like ssh-agent, ProxyCommand, and jump hosts.

Project Data Standardization MCP

This MCP ensures consistent naming conventions for variables, database structures, and file organization by validating against project standards and providing smart naming suggestions.

Secure MCP Server on Azure App Service

A hardened MCP server that enforces authentication via Easy Auth and OAuth, manages secrets with Key Vault, and restricts network access using VNet integration and API Management, enabling secure tool invocations through a fully private infrastructure.

mcp-eurostat

Enables querying Eurostat statistical data through natural language or direct MCP tools, wrapping the Eurostat API without authentication.

pagerduty-mcp-community

A community-maintained MCP server for interacting with PagerDuty accounts, enabling management of incidents, services, schedules, and event orchestrations through MCP-enabled clients.

UniFi MCP Server

MCP server providing Claude Code with full UniFi network management capabilities -- devices, clients, ports, bandwidth auditing, firewall policies, and traffic rules -- all through natural language.

gemini-research-tools-mcp

Integrates Gemini API research capabilities (Deep Research, Quick Search, URL Analysis) into a unified MCP server, enabling comprehensive research, web search, and URL analysis through natural language.

MCP Business AI Transformation

Enterprise-grade MCP server with multi-agent system for business AI transformation across finance, healthcare, retail, and other domains. Provides specialized AI agents for data analysis, API execution, business validation, and report generation with real-time monitoring and observability.

Task Orchestrator MCP Server

Enables task management with dependency tracking and workflow orchestration, allowing sequential and parallel execution of tasks with automatic progression and retry logic.

HUMMBL MCP Server

Provides access to the HUMMBL Base120 framework of 120 validated mental models organized across 6 transformations, enabling users to search, retrieve, and get AI-recommended mental models for problem-solving and decision-making.

Orderly Network MCP Server

The Orderly Network MCP server gives AI assistants direct access to Orderly documentation, SDK patterns, API references, workflows, and contract addresses through a single MCP integration. It helps developers build trading UIs and integrations faster by making Orderly-specific guidance and code examples instantly queryable.

Grasshopper MCP Workflow

Connects Grasshopper and Cursor through MCP protocol, enabling natural language control of Grasshopper components, workflow automation, and parametric design operations.

Entertainment Express API MCP Server

An MCP Server that enables interaction with the Entertainment Express API, allowing access to entertainment content databases through natural language using the Multi-Agent Conversation Protocol.