Discover Awesome MCP Servers

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.

vCFD

Voice-driven CFD MCP server that enables natural language setup, execution, and analysis of OpenFOAM simulations, with results exportable to ParaView.

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.

pysince-mcp

Provides tools for tracking file reads and staleness, enabling LLM agents to detect when files have changed between turns for improved context awareness.

Last.app MCP Remote Bridge

An HTTP server that exposes Last.app's MCP as a remote endpoint for Claude Desktop, allowing connection without installing plugins or requiring Cowork.

apple-health-mcp

Loads Apple Health export data into a local SQLite database and exposes tools to query health metrics and workout records via natural language.

Urbit MCP

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

MCP Chat Server

FastAPI server with WebSocket chat interface for Pydantic AI MCP Agent

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.

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.

financial-trading-risk-aiops-assistant

Provides read-only MCP tools for market snapshots, position risk, order reconciliation, and daily report previews with deterministic financial calculations, evidence chains, and audit trails.

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.

ai-cortex

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

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.

gef-mcp-for-ctf

GDB Enhanced Features MCP server for remote debugging and CTF exploitation with 41 specialized tools including ROP search, format-string detection, and memory patching.

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.

human-mcp

Một máy chủ MCP cho phép các trợ lý AI tận dụng khả năng của con người bằng cách gửi yêu cầu đến con người và nhận phản hồi của họ thông qua giao diện người dùng Streamlit.

re-kaitai

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

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.

PyPen MCP

Enables LLM-powered browser automation and security testing with features like browser management, network monitoring, DOM manipulation, and captcha handling.

PVZ Fusion MCP Server

Enables AI clients to access PVZ Fusion game rules, FAQ, and official links through the MCP protocol.

Kalendis MCP

Enables interaction with the Kalendis scheduling API to manage users, availability, bookings, and generate TypeScript clients and API routes. Supports comprehensive scheduling operations including recurring availability, exceptions, and booking management through natural language.

GEOScore MCP Server

Enables scanning websites for AI search readiness, generating fixes like llms.txt, and comparing GEO scores across domains.

Apple Notes on Steroids

MCP server for Apple Notes enabling read, search, write, and sync of notes with high fidelity, including styles, attachments, and bidirectional Markdown sync.

YtMCP

A Model Context Protocol server providing comprehensive read-only access to YouTube data, including video search, transcripts, and channel forensics. It features 16 specialized tools designed for content analysis and metadata retrieval in LLM applications.

kody

Kody is an MCP server that gives AI agents a portable home for memory, keys, code, and automations on Cloudflare Workers. It offers a compact tool surface with powerful search and execute flows for multi-user personal assistant capabilities.

RequestRepo MCP

An MCP server providing complete access to the RequestRepo toolset for managing HTTP requests, DNS configurations, files, and pings. It enables users to capture, inspect, and share web requests and DNS records directly through AI clients.