Discover Awesome MCP Servers

OpenContext

An MCP server that connects to open data portals like CKAN and Socrata, enabling natural language querying of datasets via Claude.

cadgang

Block-based implicit modeling CAD with a REST API, WebSocket updates, and an MCP server that enables Claude Code to build models, inspect geometry, render previews, and export STLs.

superlenz

Automates high-credibility research with multi-source search and 10+ rounds of cross-verification.

FL Studio MCP Server

Enables AI assistants to control FL Studio on Windows through a local MCP server without cloud dependencies. Bridges MCP clients to FL Studio's Python scripting environment via file-based IPC for project management, transport control, and UI workflow automation.

Weather & Climate Intelligence MCP

Provides weather and climate intelligence for AI agents, including current conditions, forecasts, historical data, severe-weather alerts, agricultural outlook, and travel conditions via free and paid tools.

Remote MCP Server (Authless)

A remote MCP server deployable on Cloudflare Workers without authentication, enabling custom tool definitions and connections via SSE to clients like Cloudflare AI Playground or Claude Desktop.

Primp MCP Server

An MCP server that provides HTTP client capabilities with browser impersonation for Chrome, Firefox, Safari, and Edge across multiple operating systems. It enables tools for making authenticated web requests, handling multipart file uploads, and retrieving responses in various formats.

Elasticsearch/OpenSearch MCP Server

An MCP server that enables interaction with Elasticsearch and OpenSearch clusters for searching documents and managing indices. It provides tools for cluster health monitoring, index configuration, and general API requests.

AWS AgentCore MCP Server

Provides comprehensive documentation about AWS AgentCore framework to GenAI tools, enabling users to build production-ready AI agents with enterprise-grade security, observability, and scalability. Offers guidance on identity management, API integration, monitoring, code execution, memory storage, and tool integration for AI agents.

journey-log

This MCP server integrates with Journey Log to automatically document development journeys, enabling AI assistants to create, update, and retrieve documents, capture conversations, and manage code snippets.

Projectmem

Local-first memory layer for AI coding agents — captures issues, attempts, fixes, and decisions, and warns at git commit before you repeat a mistake.

perplexity-unofficial-mcp

Unofficial MCP server that wraps the Perplexity AI web API via browser cookies, enabling search, research, reasoning, and ask tools through STDIO.

gammaray-mcp-bridge

Bridges GammaRay probe introspection data into MCP tools, enabling LLMs to inspect and debug Qt Quick/QML scene graphs, items, geometry, materials, and Qt Widgets.

Arduino MCP Server

Enables AI assistants like Claude to control Arduino boards in real-time, allowing users to turn LEDs on and off through natural language commands using the Model Context Protocol and Firmata.

ChemDraw Server

Provides chemical informatics endpoints for converting between chemical names and SMILES, processing molecule structures, and comparing molecules, with MCP compatibility.

Intervals.icu MCP Server

Connects Claude with the Intervals.icu API to retrieve fitness data including activities, workouts, wellness metrics, and training events.

MCP Server Demo

A monorepo containing three Model Context Protocol (MCP) servers that enable natural language interaction with databases, GitHub repositories, and time/timezone services.

Senior Developer Job Description MCP Server

Provides hiring guides and discovery checklists to help users craft compelling job descriptions for senior developer roles. It includes tools to analyze existing descriptions against best practices and generate clarifying questions to fill information gaps.

codebugs

Persistent code finding, requirements, and release tracker for AI assistants. Enables durable memory for code review findings, requirements, dependency blockers, parallel-agent coordination, and release milestones with minimal token overhead.

avots-mcp

Hosted multi-model AI media + chat MCP server. Generates images, video, audio, face-swaps and talking-avatars, and chats across 300+ models (Claude, GPT, Gemini, DeepSeek…) - all from one balance and one API key.

mcp-weatherapi

Provides weather data tools using the WeatherAPI.com service, including current conditions, forecasts, location search, astronomy, and air quality.

CISA M365

This MCP server implements VariousPolicies according to CSA BOD 25-01 requirements for Microsoft 365 cloud services

dashclaw

Governance runtime for AI agents: a guard tool evaluates risky actions against policy before they execute (block / warn / require human approval), approvals route to a human queue, and every action becomes a replayable decision record with per-action spend tracking. Runs over stdio via npx @dashclaw/mcp-server; works with Claude Code, Codex, LangChain, CrewAI, or any MCP host.

:GT Protocol MCP Server

Connects MCP-compatible AI agents to GT Protocol trading accounts, enabling natural language control of automated trading bots, strategy backtesting, deal execution, and balance monitoring on Binance and Hyperliquid exchanges.

music21-mcp

Exposes 16 music21 MIDI analysis and editing tools to AI agents, enabling them to read, edit, generate, and analyze MIDI files through natural language.

remote-control-mcp

Enables AI services like Claude and Cursor to remotely control a Mac by executing shell commands, managing files, and running AppleScript for UI automation. Access is secured through OAuth 2.0 authentication and encrypted tunnels to protect remote interactions.

ftx-mcp

Talk to your FactoryTalk Optix project. ftx-mcp connects AI tools to FactoryTalk Optix Studio on your Windows machine, so you can build and change HMI screens by describing what you want.

MCP Sage

An MCP server that provides tools for getting second opinions or detailed code reviews from Gemini 2.5 Pro by embedding file contents in prompts, allowing it to handle large codebases with extensive context.

SalesBox MCP Server

Wraps the SalesBox public API to manage cashbacks, categories, chats, SEO, custom fields, discounts, and filters via MCP tools.