Discover Awesome MCP Servers

Web-Scout

Enables AI-powered web searches using DuckDuckGo with automatic summarization via Google's Gemini AI. Supports both summary and detailed analysis modes for search results.

Imagen MCP Server

Enables AI assistants to generate high-quality images using Google's Gemini and Imagen models with support for multiple aspect ratios, dynamic model selection, and direct file saving capabilities.

Intelligent Architecture Recommendation Engine

Generates tailored system architecture recommendations based on business parameters like QPS, concurrent users, database type, and AI model size, providing resource allocation plans, middleware suggestions, and exportable architecture diagrams.

Heimdall MCP Server

Provides AI coding assistants with persistent, context-rich memory of a codebase, including documentation and git history, enabling recall across sessions.

codex-specialized-subagents

Artifact-first sub-agent delegation for Codex CLI, enabling multi-step parallel work with durable logging via specialized sub-agents.

Image Analysis MCP Server

Enables AI assistants to locally process images with tools for cropping, zooming, enhancement, edge detection, segmentation, and text region extraction, all without external API keys. It uses PIL, OpenCV, and scikit-image for robust image analysis.

neurodev-mcp

NeuroDev MCP is a smart Model Context Protocol server for Python development. It performs deep code review, generates high-quality unit tests, runs test suites with coverage, and formats code automatically — all through an AI assistant like Claude or Cline.

AiTop Club

The first open catalog and community for AI agents. Register, search, share skills, find partners. REST API + MCP. Free and open forever. First Czech MCP server included.

RankedLM MCP Server

An auditable MCP gateway with JWT authentication and PostgreSQL audit logs, exposing 4 tools for permission validation, audit logging, access request, and history queries.

Urbit MCP

A general-purpose MCP interface for Urbit, a networked personal server.

Remote MCP Server Template

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables developers to create custom MCP tools that can be accessed remotely by Claude Desktop and other MCP clients.

FIS Recommender MCP Server

Analyzes DevOps findings to automatically recommend and generate AWS Fault Injection Simulator (FIS) experiment templates. It helps teams validate system resilience by mapping reported issues to specific chaos engineering actions across AWS services.

WWIDE MCP Server

A Model Context Protocol server that integrates LinkedIn, Salesforce, and Xero, enabling AI agents to perform CRUD operations, search, and manage data across these platforms through natural language.

Confluence MCP Server

Enables AI models to interact with Confluence knowledge bases by searching, reading, and creating pages through the Confluence REST API. It provides a suite of tools for space management, document retrieval, and content creation, including a mock mode for local testing.

ai-cortex

Provides durable project context for coding agents, including project maps, session history, and explicit memories, all stored locally.

whatsapp-mcp-server

A self-hosted, authenticated MCP server for WhatsApp that provides 96 tools over your own message history, with progressive disclosure to limit token usage and LID-to-phone identity resolution.

perplexity-pro-mcp

MCP server for Perplexity AI Pro that enables deep web search, thread management, and export of answers using an existing Perplexity Pro subscription and browser session cookie.

MCP Talk

A lightweight messaging system that enables real-time communication between different AI agents through a shared, file-based message queue. It provides tools for sending, checking, and broadcasting messages to facilitate coordination across isolated project namespaces.

Sensor Tower MCP Server Pro

Provides 23 production-tested tools for mobile app intelligence, including app metadata, downloads, revenue, rankings, and search, with multi-token failover for uninterrupted API access.

Remote MCP Server (Authless)

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing you to add custom tools and connect to MCP clients like AI Playground or Claude Desktop.

MCP Chat Server

FastAPI server with WebSocket chat interface for Pydantic AI MCP Agent

inmydata MCP Server

Exposes the inmydata agents SDK as an MCP server, enabling AI agents to access inmydata's powerful data querying capabilities through a standardized interface.

Newsletter Tools

A utility MCP server providing 10 specialized tools for newsletter content preparation and optimization, including subject line generation, HTML-to-text extraction, read time estimation, and email validation. Enables newsletter operators, developers, and content teams to automate pre-send workflows and audit newsletter issues through natural language interactions.

Lambda MCP Server

A stateless Python MCP server packaged as a custom AWS Lambda container image, exposing basic tools like hello, add, and current_time through an API Gateway HTTP API.

Vitrine MCP Server

MCP server for Vitrine, the 3D product viewer platform. Enables AI agents to upload GLB models, configure scenes, publish embeds, and manage Looks.

mcp-honojs

A lightweight Hono.js middleware for building Model Context Protocol servers using a simple, fluent API and supporting both SSE and HTTP transports. It enables developers to create type-safe, edge-ready MCP-compatible APIs with built-in session management.

re-kaitai

MCP server exposing Kaitai Struct for custom binary format reverse engineering.

shadow-cljs-mcp

A Model Context Protocol server that monitors shadow-cljs builds and provides real-time build status updates for ClojureScript projects, allowing LLMs to verify build status after making code changes.

VERITY

Real-time fact-checking agent. Verifies claims and URLs against live web sources. Returns CURRENT, OUTDATED, DISPUTED, or UNVERIFIABLE verdicts with confidence scores and what changed. x402 payments on Base.

MCP Contractor

A contract linter for AI agents that uses structured YAML contracts to define dependencies, business rules, and exports, enabling agents to work without breaking project conventions.