Discover Awesome MCP Servers

AI Image Analysis MCP

Provides AI-powered image analysis using Google Gemini 2.0 Flash, with support for multiple access methods and robust security features.

dicom_mcp

A Model Context Protocol (MCP) server for downloading DICOM medical images from multiple Chinese hospital imaging systems.

neuromcp

Semantic memory for AI agents — local-first MCP server with hybrid search, knowledge graph, contradiction detection, and plan-then-commit consolidation.

omie-mcp

MCP server for the Omie API to list products, consult clients, and create budgets

Society Abstract MCP

Provides comprehensive wallet, token, and smart contract utilities for the Abstract Testnet and Mainnet, including balance checks, transfers, and ERC-20 deployments. It enables users to manage Abstract Global Wallets and generate EOA accounts through natural language commands.

Social MCP Connector

A remote MCP server that provides tools to query live Meta (Facebook+Instagram) and TikTok organic social data, such as follower counts, insights, recent posts, and aggregated overviews.

Korral StoreLink MCP

Enables an AI grocery replenishment agent to interface with Korral's StoreLink stock API, providing tools to look up SKUs, get stock positions and gaps across stores, create replenishment orders (with buyer approval), and track order status.

DevSpace

A self-hosted MCP server that gives ChatGPT a secure connection to your local machine, enabling it to read, edit, search, and run code in your projects.

postgres-mcp

MCP server for PostgreSQL database management, enabling AI-assisted schema exploration, stored procedure analysis, test data generation, and safe transaction management via Claude Desktop.

Verilex Data

Query 20 structured datasets from AI agents — healthcare providers (9M NPI records), SEC EDGAR filings, PACER federal courts, USPTO patents and trademarks, OFAC sanctions screening, crypto whale wallets, DeFi liquidation signals, Polymarket smart money, economic indicators (FRED/BLS), federal contracts, NOAA weather, and OTC shell risk scoring. Pay per query, no subscriptions

ClickUp MCP Server

Provides comprehensive tools for AI systems to manage ClickUp tasks, lists, folders, and workspaces through the Model Context Protocol. It enables automated task creation, status updates, subtask management, and custom field manipulation using natural language interfaces.

Labor Market Intelligence

Enables Claude users to research U.S. labor-market trends through live BLS and FRED data, covering employment, unemployment, wages, job openings, occupational outlook, and industry comparisons.

Google Docs MCP Server

Provides read-only access to Google Docs and Google Sheets, enabling users to read document content, spreadsheet data, and list/search accessible files through natural language.

聚义厅MCP

An AI personality collaboration tool based on Model Context Protocol (MCP) that enables users to summon and collaborate with multiple AI personas for intelligent analysis and problem-solving.

Weather MCP Tool

An India-focused MCP server that provides real-time weather conditions, forecasts, air quality data, and location search capabilities using the OpenWeatherMap API.

mcp-perfectpixel

MCP server for pixel-perfect verification, screenshots a live URL and diffs it against a static design image, returning grouped diff regions with severity scores and source tracing.

After Effects Motion Control Panel

A robust system that connects web UI to After Effects, enabling real-time command processing and monitoring with comprehensive error handling.

jp-dates MCP Server

Provides Japanese national holidays, wareki (era) conversion, and date information. Works fully offline with no API keys required.

GEP MCP Motor

Enables entropy-guided motor control for autonomous tool execution in MCP systems, using behavioral entropy dynamics to adaptively gate, throttle, and regulate tool invocations rather than static policies.

Math Operations MCP Server

Enables mathematical operations and calculations through an MCP server interface. Provides computational capabilities accessible via HTTP endpoints for mathematical processing tasks.

mcp-worldbank-procurement

Enables access to World Bank Procurement Notices for global development tenders through the Pipeworx MCP gateway, with keyless access and natural language querying via ask_pipeworx.

billy-mcp

Connects AI assistants to the Danish accounting platform Billy (billy.dk) for managing invoices, journal entries, balances, and receipts, with built-in human approval for all write operations.

korean-law-mcp

Enables natural language search and retrieval of Korean laws, precedents, administrative rules, and legal terms, with deep legal chain analysis and full-text access. Supports stdio and streamable-http transports for local and remote deployment.

AGA-mcp-server

This server acts as a Portal (zero-trust Policy Enforcement Point) for AI agents. Every tool call is attested, measured against a sealed cryptographic reference, and logged to a tamper-evident continuity chain with signed receipts.

circuitarium-mcp

Local electronics tools for MCP-capable assistants, enabling static analysis of CRUMB save files and Logisim-evolution projects, including net tracing, BOM building, electrical rule checks, and optional truth table generation.

Web Check MCP

MCP server that exposes 31 OSINT checks from Lissy93/web-check as tools for website analysis, including SSL, DNS, headers, WHOIS, and security presets. Enables natural-language-driven web recon and health checks.

mcp-crm

Enables AI agents to safely operate HubSpot CRM contacts, deals, and pipelines via MCP, with caching, idempotency, audit trails, and robust error handling.

IMAP MCP Server

A read-only IMAP server for the Model Context Protocol that lets users list mailboxes, search messages, and retrieve messages and attachments through MCP. It exposes Streamable HTTP at /mcp with strict safety limits.

rybbit-mcp

Enables querying Rybbit Analytics data directly through MCP-compatible clients like Claude Code. It provides tools for monitoring website statistics, user sessions, error logs, funnels, and performance metrics via natural language.

Accessibility MCP Server

Provides conversational, actionable accessibility testing for AI agents, including auditing, prioritization, and code-level fixes.