Discover Awesome MCP Servers

Ragionex Memory MCP

Dynamic semantic memory for AI assistants that persists across sessions and clients, enabling natural language recall and project-scoped isolation.

SteamStats MCP Server

MCP Server untuk Statistik Game Steam Web API

NetBrain MCP

An open-source network operations integration platform that connects large language models with network devices through the Model Context Protocol, allowing AI assistants to perform network configuration, diagnostics, and management tasks.

SDOF Knowledge Base

A Model Context Protocol (MCP) server that provides persistent memory and context management for AI systems through a structured 5-phase optimization workflow.

mcp-server-postgres

Provides a secure, schema-aware PostgreSQL database agent for LLMs, enabling natural language queries and validated SQL execution with strong security guardrails.

Remote MCP Server (Authless)

A Cloudflare Workers-based MCP server that enables AI tools without requiring authentication, allowing connection from Claude Desktop or the Cloudflare AI Playground.

mcp-mongo

Enables AI agents to query and introspect MongoDB databases through find, aggregate, and schema discovery operations. Supports read-only default mode with optional write capabilities and works with any MCP-compatible client via stdio or HTTP transports.

Antigravity Link

Antigravity Link is an MCP server and mobile companion for Google's Antigravity IDE. It captures live snapshots of the Antigravity chat UI via Chrome DevTools Protocol and serves them to a mobile web client. From your phone you can send messages, upload files, stop AI generation, switch instances, and read task/walkthrough/plan documents. Exposes 9 MCP tools and a full OpenAPI 3.1 spec.

code-mode-toon

A lightweight Model Context Protocol (MCP) orchestrator designed for efficiency at scale. It features TOON compression (reducing token usage by 30-90%) and Lazy Loading, making it the ideal solution for complex, multi-tool agentic workflows.

Atlas-Docs

The Atlas Docs MCP server provides technical documentation of libraries and frameworks for AI assistants, processes the official documentation into Markdown versions suitable for LLMS, and is applicable to McP-compatible LLM clients such as Cursor, Cline, Windsurf, etc.

Figma Storybook Component Matching MCP Server

This server enables AI to match Figma design nodes with React components from Storybook and generate usage code examples, facilitating design-to-code workflows.

Bernstein - Multi-agent orchestration

Orchestrates multiple AI coding agents declaratively to automate software development workflows for engineering teams.

PDF Utilities MCP

Enables AI assistants to read, create, merge, split, and edit PDF files through natural language commands in GitHub Copilot Chat.

MATLAB MCP Server

Memungkinkan eksekusi kode MATLAB dari Python menggunakan MATLAB Engine API, memungkinkan sesi MATLAB bersama di beberapa permintaan untuk integrasi tanpa hambatan dengan Claude Desktop.

mcp-server-hotw

AI-native URL shortener and paste handoff service for agents. Create short links, publish handoff pastes, resolve prior slugs, generate QR links, and find tagged artifacts across sessions.

Linear Regression MCP

Sebuah server MCP yang memungkinkan Claude untuk melatih model regresi linear hanya dengan mengunggah file CSV, menangani seluruh alur kerja ML mulai dari pra-pemrosesan data hingga evaluasi model.

Mnemex

Provides human-like memory dynamics for AI assistants, enabling natural forgetting and reinforcement of memories over time.

code-review-mcp

Enables AI assistants to review GitHub and GitLab pull requests and merge requests, supporting multiple transports and custom review rules.

Swiss Health MCP Server

Provides AI assistants access to 1.6 million Swiss health insurance premium records from 55 insurers across 11 years (2016-2026), enabling price comparisons, historical analysis, and finding the cheapest insurance options based on location, age, and coverage preferences.

Code Review MCP

Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diffs, running static analysis tools (ESLint, Prettier, TypeScript, Semgrep), executing tests, and generating detailed code review reports with inline comments.

MySQL MCP Server

A Model Context Protocol server that allows AI agents to execute SQL queries against a MySQL database, supporting operations like reading data, creating tables, inserting, updating, and deleting records.

Blender MCP Server

A lightweight HTTP server that exposes Blender's camera system for real-time image capture and scene interaction from external applications.

jlcpcb-mcp

MCP server for JLCPCB/LCSC component search, live stock and pricing, datasheets, and PCB/3D printing ordering via authenticated API.

ScopePilot MCP

A safe and bounded AI-agent security testing framework that enables authorized web security testing tasks like reconnaissance, attack surface inventory, and report drafting through MCP tools.

Chromanche

Lets any MCP-capable coding agent drive your real, logged-in Chrome through a local MCP server and MV3 extension.

YouTube MCP

Server Protokol Konteks Model yang menganalisis video YouTube, memungkinkan pengguna untuk mengekstrak transkrip, membuat ringkasan, dan menanyakan konten video menggunakan Gemini AI.

MCP Weather Server

Provides real-time weather information and multi-day forecasts for global locations using city names, coordinates, or ZIP codes. It includes tools for current conditions, forecasting, and weather summaries designed for activity planning.

agent-discovery-mcp

An MCP server that lets your AI coding agent (Claude Code, OpenClaw, Codex, Cursor, etc.) discover and pay on-chain agents registered on ERC-8004, using Coinbase's official x402 protocol. No smart account. No bundler. No relay. Just your EOA, an HTTPS request, and an automatic 402 → sign → retry flow.

Payday MCP Server

Enables secure, read-only access to the Payday API through Claude Desktop with OAuth2 authentication. Supports querying customers, invoices, expenses, and payments with multi-profile support for different environments.