Discover Awesome MCP Servers

spss-stats-mcp

MCP server for safe batch execution of IBM SPSS Statistics syntax (.sps) via stats.exe Production mode, with static security checks and sandboxed output.

Model Context Protocol (MCP) - UOR Implementation

A GitHub-based implementation of the Model Context Protocol that enables LLMs to access and manipulate data in a Universal Object Reference (UOR) framework, providing standardized interfaces for object management with decentralized storage.

Kontrol

A self-hosted MCP server that enables AI coding agents to read, edit, search, and run code in local projects with human review loops and policy controls.

ctx-gen-mcp

Generates progressive-disclosure code context documentation (L0/L1/L2/L3) for large projects, helping AI coding agents understand codebases efficiently.

claude-presence

Minimal MCP server for inter-session coordination between parallel Claude Code instances, providing presence registry, advisory resource locks, and a broadcast inbox.

lanhu-design-mcp

MCP server for macOS that reads Lanhu designs, analyzes UI structures, and exports fine-grained design assets for multiple platforms.

mcp-devops-server

Enables AI assistants to perform DevOps tasks including Kubernetes management, cloud provider operations, CI/CD, security scanning, and infrastructure monitoring through natural language.

pg-dash

AI-native PostgreSQL health checker with 26 MCP tools for query analysis, bloat detection, migration safety, and CI integration.

markettrace-agent-feed

Read-only crypto perps microstructure for AI agents: normalized cross-exchange market state (funding + multi-year percentile, OI, volume, CVD, order-book imbalance, liquidations, basis), OHLCV, 15-min state history, and measured conditional outcomes (historical base rates, not predictions) — 6 assets across Binance, Bybit, OKX and Hyperliquid, every metric with self-declared coverage and freshness

BBB Permeability Screening Agent

Enables prediction of blood-brain barrier permeability for drug molecules via machine learning, with molecule name lookup, plain-language explanations, similar drug search, and applicability domain checks. Exposes these as MCP tools and orchestrates them via a LangGraph agent.

pelando-mcp

MCP server for pelando.com.br, the Brazilian community deal board. It enables searching and browsing deals, retrieving deal details and comments, and assessing crowd quality verdicts.

Presso MCP Server

Connects e-commerce and marketing data sources like Shopify, GA4, Google Ads, and Meta Ads to AI assistants, enabling natural language queries about store performance, ad campaigns, and customer behavior.

Weather MCP Server with Descope Auth

Enables real-time weather data streaming through a secure MCP server. Features authentication using Descope and can be deployed to Fly.io for remote access.

mysql-mcp-plus

A local STDIO MCP server for MySQL with multi-datasource support, providing tools to list datasources, test connections, and execute SQL with configurable roles and safety limits.

postgres-mcp-server

Enables AI assistants to securely query and modify PostgreSQL databases, supporting SQL queries, table management, and schema inspection.

GitHub MCP Server

Simple MCP server for GitHub operations, currently supports creating repositories.

IDA Auto MCP

A headless IDA Pro MCP server that enables AI agents to automatically open, analyze, and query multiple binary files simultaneously without manual GUI interaction. It provides 36 tools for tasks like decompilation, disassembly, and cross-reference analysis through IDA's idalib library.

OffensiveSET

An offensive security dataset generator that creates high-quality, multi-turn penetration testing conversation datasets for fine-tuning security-focused LLMs. It enables users to generate realistic pentesting workflows featuring chain-of-thought reasoning, tool outputs, and over 45 diverse attack scenarios.

Processing MCP Server

An MCP server that enables AI assistants to create and run Processing sketches directly through natural language commands.

web-perf-mcp

MCP server that audits web pages using Lighthouse and Puppeteer to find performance bottlenecks and generate CPU profiles for optimization.

KotorMCP

MCP server for interacting with Knights of the Old Republic game installations, enabling resource discovery, inspection, and analysis for AI agents.

CNCjs MCP Server

Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-based CNC machines. It provides a comprehensive toolset for managing G-code jobs, machine movement, and safety operations through natural language.

Payload MCP

Auto-generates MCP tools from Payload CMS 3.0 TypeScript type definitions, providing an HTTP endpoint for LLMs to generate Payload code.

nanobanana-mcp

A security-hardened MCP server for generating and editing images using Google Gemini models. It provides tools for text-to-image creation and iterative image editing with strict input validation and secure file handling.

Salestools Club

Salestools Club is a technical registry and audit of 300+ sales APIs and MCP servers.

ntriq-agentshop

MCP server for document intelligence via x402 micropayments. 6 tools: document analysis, invoice extraction, screenshot data, alt text, PII detection, sentiment analysis. Pay-per-use with USDC on Base — no API keys needed.

MCP Manim Server

A server-based tool that enables the generation of mathematical animations from natural language prompts by leveraging Manim.

SkyCut

Local-first MCP server that turns raw drone footage into a polished marketing cut through conversational interaction with Claude.

Google Calendar AI Agent MCP Server

Enables natural language interaction with Google Calendar through AI agent tools for scheduling, event management, and availability checking.

Security Scanner MCP Server

Enables comprehensive vulnerability scanning using Nuclei scanner with support for single targets, network ranges, and cluster-wide security assessments with customizable severity levels and automated scheduling.