Awesome MCP Servers

Image generation and editing with advanced features like multi-image blending and character consistency

An MCP server for image conversion using ImageMagick and darktable.

A server for extracting and understanding content from images.

An MCP server for astrological chart calculations using the immanuel-python library.

US visa bulletin data and CBP border wait times. 3 MCP tools for immigration and travel planning.

AI virtual staging for real estate — stage rooms, beautify floor plans, classify images, generate property descriptions

Public holiday data for 30+ countries via AI assistants like Claude and Cursor.

MCP to wrap https://www.infoleg.gob.ar site's capabilities

eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/Driver APIs via uprobes and host kernel events via tracepoints to build causal chains explaining GPU latency. 7 MCP tools for AI-assisted GPU debugging and root cause analysis. <2% overhead, production-safe.

InspireHEP MCP Server - integrate high-energy physics literature with LLMs.

7 tools for interior design 3D visualization — room planner, AR furniture placement, material switcher, lighting design, virtual room tours with SceneView.

AI-powered data matching, enrichment, standardization, and verification APIs. 29 tools for company/name/address deduplication, business intelligence, email trust scoring, and more. Supports x402 crypto micropayments.

Payments of Brazil - PIX

Access meteorological data for Portugal from the IPMA public API using natural language.

An MCP server that lets AI agents sleep for a specified duration.

Access real-time public transit data for İzmir, including vehicle positions, arrivals, and schedules from İZBAN and ESHOT.

Access real-time public transportation data for the city of İzmir, allowing AI assistants to query routes and schedules.

Provides live images, time-lapse videos, and current weather updates for Jade Dragon Snow Mountain.

MCP server that sits between AI agents and APIs. Agents request access, Janee makes the call with the real credentials, agents never see the secrets.

A secure, extensible MCP runtime with JS plugins

Incident forensic with log files analyzing

MCP server for Japanese prompt injection detection — detects homoglyphs, zero-width chars, and indirect injection attacks in real-time.

A comprehensive MCP (Model Context Protocol) server for interacting with Jupiter Protocol on Solana. Features token swaps, search, portfolio management, and intelligent error diagnostics.

Japanese & Global stock market data for AI assistants. Real-time quotes, technical analysis (RSI/MACD/BB), market screening. The only MCP with Japanese stock support.

Autonomous AI agent running 24/7 — predictions with calibration, AI research briefs, live system status, web search proxy

A Python MCP Server that connects Large Language Models natively to a comprehensive suite of offensive security tools.

Self-hosted MCP server for Kalshi prediction market trading via DFlow on Solana. 40 tools for market discovery, order management, position tracking, and Jupiter swaps.

A simple MCP server to interact with prediction market Kalshi

Manage WhatsApp digital catalogs for LATAM sellers — 30 tools for products, orders, discounts, reviews, customers, shipping, and analytics.

A complete Model Context Protocol (MCP) server for Keycloak 26.x