Discover Awesome MCP Servers

mdshare-mcp

Enables AI chat clients to publish markdown content to an mdshare service and retrieve previously published pastes via MCP tools, without manual file uploads or curl requests.

linkedin-safe-mcp

MCP server for safe LinkedIn automation: official-API posting, comments, and likes plus guest-endpoint job search and a local application tracker.

jules-dispatch

MCP server for batch-dispatching coding tasks to Google Jules in parallel, with YAML task definitions, plan approval, and optional LLM-based task planning. Integrates with Claude Code and OpenAI Codex CLI as a tool.

MCP Factory

An extensible Model Context Protocol server framework with a plugin architecture, enabling easy addition of API services like the bundled NASA APOD tools for astronomy content.

leboncoin-seller-mcp

Enables turning photos and observed facts into a ready-to-publish Leboncoin ad, with comparable search, asking-price statistics, category lookup, local drafts, and browser form automation that stops one click short of publishing until approved.

health-mcp

Enables Claude to access Apple Health data (sleep, heart rate, steps, etc.) via a self-hosted MCP server, bypassing regional restrictions.

SSH MCP Server

Enables AI assistants to execute commands an

huetension mcp

Extract palettes from images, generate harmonies, gradients, random palettes; Check WCAG and APCA contrast; Suggest nearest passing OkLCH lightness; Simulate color-blindness; Convert and sort colors across formats (hex / RGB / HSL / OkLCH / …)

whop-mcp

A Model Context Protocol server that enables AI assistants to manage Whop.com business operations, including payments, memberships, products, promo codes, and affiliates.

gpuctl-mcp

Enables AI agents to manage GPU training end-to-end through natural language, including submitting and scheduling jobs, monitoring logs and metrics, diagnosing failures, comparing runs, and recommending the best checkpoints.

readpic-mcp

Analyzes images using a vision model and returns detailed Chinese text descriptions, enabling text-only models to understand pictures from screenshots, UI designs, error logs, and architecture diagrams.

Plumb (plumb-mcp)

AI-native design engineering platform that converts Figma or live websites into a semantic design graph for code generation, and generates Figma designs from prompts with a self-improving director loop.

PDF Export for AI Agents

Well-designed PDFs from a single prompt. Describe what you need, get a professional document.

srclight

Deep code indexing for AI agents. Search symbols, navigate call graphs, explore inheritance, track git history — all via MCP.

Coolify MCP Server

MCP server that integrates with Coolify to let AI assistants manage Coolify instances via a clean toolkit wrapping the official REST API.

DataLayer MCP

Give your AI agent access to 60M+ companies and 300M+ verified contacts. Enrich leads, find work emails, discover tech stacks, and identify buying intent — directly from Claude, Cursor, Windsurf, or any MCP-compatible AI agent.

local-image-search

Privacy-first MCP server for macOS that allows AI agents to search local images using natural language descriptions, leveraging MLX CLIP embeddings and LanceDB for fast, fully offline search.

Aevo-MCP

Connect AI agents to the Aevo trading platform. Retrieve market data, manage accounts, and execute trades easily

Exa MCP Server

Enables AI assistants to perform real-time web searches, company research, content crawling, LinkedIn searches, and deep research tasks using the Exa AI Search API. Can be deployed locally or on Heroku for remote access.

NewsAPI MCP Server

Enables news search and headline retrieval using NewsAPI. Supports getting top headlines by country and category, and searching articles across thousands of sources.

Steam-MCP

MCP server for Valve's Steam that enables querying game libraries, player profiles, achievements, friends, store listings, Workshop items, and current player counts. Provides 14 tools across 5 categories with a React dashboard and REST bridge.

iso26262-agent

AI-powered MCP server for automotive functional safety engineering. Enables generation of HARA, FMEA, safety requirements, and compliance checks grounded in ISO 26262 standards.

public-calendar-mcp

Enables AI agents to search and access public calendar data, supporting iCal, CalDAV, and Google Calendar sources with event search, details, and availability checks.

marta-mcp

MCP server for Atlanta MARTA real-time transit data, enabling queries about train arrivals and bus positions via natural language.

Python MCP Korea Weather Service

MCP server that provides Korean weather information using grid coordinates and the Korea Meteorological Administration API, allowing users to query current weather conditions and forecasts for specific locations in Korea.

token-enhancer

A local MCP proxy that strips web pages to clean text, reducing token usage for AI agents by up to 99.6%.

GNews API MCP Server

Provides access to the GNews API for searching news articles and getting top headlines, with OAuth2 authentication and support for advanced query syntax.

Governed MCP Gateway

Enforces authenticated identity on every tool call and SSE frame, rotates vaulted credentials in place, and restricts tools via allowlists.

Amazon MCP Server

Enables users to search for products, retrieve details, and manage their shopping cart on Amazon through the MCP framework. It also supports viewing order history and provides a demonstration of ordering capabilities within AI interfaces.

kwork-mcp

Enables AI-powered management of Kwork.ru freelance tasks, including orders, messages, projects, and account stats through natural language.