Discover Awesome MCP Servers

albumentations-mcp

Enables natural language image augmentation via the MCP protocol, using Albumentations to apply transforms like blur and rotation from plain English descriptions.

Universal Firefly III AI Bridge

Provides comprehensive AI-agnostic access to all Firefly III personal finance features via 66 tools, enabling natural language management of accounts, transactions, budgets, and more.

BinjaLattice

Interfaz de plugin para comunicaciones remotas con la base de datos de Binary Ninja y el servidor MCP para interactuar con LLM.

Fider MCP Server

Enables interaction with Fider customer feedback platforms, supporting post management, commenting, tagging, and status updates through natural language commands.

Browser MCP Server

A universal browser automation server featuring 63 tools for programmatic Chrome control, multi-tab management, and media interaction using Playwright. It enables advanced actions like session recording, performance profiling, and pixel-based interaction through a safe, isolated browser profile.

Weather MCP Server

Provides current weather conditions and forecasts for any location using the Open-Meteo API.

gdpr-scanner

Provides GDPR compliance scanning for websites via the MCP protocol, with pay-per-call using x402 micropayments.

taiwan-pt-mcp

Enables AI assistants to query Taiwan physical therapy evidence, clinical guidelines, and regulations, avoiding fabrication of rehabilitation advice.

Omni-NLI

Provides natural language inference (NLI) capabilities via the Model Context Protocol, allowing AI agents to verify factual consistency and detect contradictions in text.

MCP-Weather Server

An intermediate agent server that enhances LLMs with weather data capabilities using the Model Context Protocol (MCP) framework, enabling retrieval of real-time weather information.

Smart Home MCP Server

Enables control of TP-Link Kasa smart home devices through natural language commands. Supports device control, lighting scenes, room-based organization, and real-time status monitoring for smart plugs and bulbs.

user-story-context-mcp-server

Enables MCP-capable agents to retrieve relevant slices of a user-story knowledge graph (stored in Supabase + pgvector) using three retrieval verbs: find_related, find_crossover, and query_stories.

@payretailers/mcp

Enables AI assistants to build PayRetailers cross-border payment integrations accurately by providing official documentation, endpoint specs, country-specific payload validation, webhook guidance, and integration prompts as MCP resources, tools, and prompts.

gitlab-review-mcp

Enables interaction with GitLab projects, merge requests, issues, and code reviews through Claude AI, providing tools for code review and project management.

ArcGIS Pro MCP

Lets AI assistants control a live ArcGIS Pro session through arcpy, including layer management, attribute queries, geoprocessing, symbology, and export.

Subindex MCP Server

Generates, validates, and updates structured research tables by synthesizing multiple AI queries, enabling AI agents to autonomously drive research workflows.

Vicarius vRx MCP Server

An MCP server that exposes the Vicarius vRx External Data API to AI assistants, providing 88 tools across 37 API domains for managing vulnerabilities, endpoints, patches, and more, with read-only safety enforcement.

squidex-mcp

An MCP server that lets AI agents read and write Squidex CMS content directly, with tools for schema listing, content querying, CRUD operations, and multiple profile support for different Squidex instances.

OrcaSlicer MCP

An MCP server that enables headless slicing with OrcaSlicer, preset management, G-code analysis, and local network control of an Elegoo Centauri Carbon 3D printer.

mcp-sports

Wraps TheSportsDB API to enable AI agents to query sports data through natural language.

RuTracker MCP Server

Allows users to search and browse torrents on rutracker.org, retrieving detailed metadata including magnet links and file lists. It automatically handles authentication by extracting session cookies from the Brave browser on macOS.

Axom MCP Server

Provides persistent SQLite-based memory and unified tool abstraction for AI agents to support long-term context and complex tool chaining. It enables automated code analysis, file operations, and environment discovery through a standardized interface.

hve-squad MCP server

An outbound MCP server that exposes a squad of 98 advisory agents as five model-invocable tools for research, planning, review, architecture, and async pipeline runs.

agentoracle-mcp

MCP server that connects AI assistants (Claude, Cursor, Windsurf) to AgentOracle's real-time research API. Agents can research any topic and get structured JSON with summary, key facts, sources, and confidence scores. Powered by Perplexity Sonar via x402 protocol on Base

Remotion Video Production MCP Server

Enables AI agents to programmatically scaffold Remotion projects, analyze audio for beat-synced scenes, synthesize voiceovers with word-level timecodes, preview frames, and render finished videos.

mcp-examples

Enables retrieving user and post data through MCP tools, with Zod-based request validation and OpenAPI/Swagger UI support.

ScrapeUnblocker MCP Server

Enables fetching any web page's HTML by bypassing anti-bot protection, and also provides AI-parsed structured data and Google search results.

MCP Express on Netlify

A basic example of deploying a serverless Model Context Protocol (MCP) server using Netlify Functions, allowing developers to quickly create and deploy MCP-compatible AI agent backends.

RAG MCP Server

A Model Context Protocol (MCP) server for Retrieval-Augmented Generation (RAG) operations. It provides tools for building and querying vector-based knowledge bases from document collections, enabling semantic search and document retrieval capabilities.

PrePilot MCP Server

Enables AI clients to compose and execute marketing campaigns by mapping free-form intent to a deterministic plan of over 1,000 production-tested skills, supporting multiple workflows across paid ads, SEO, content, and more.