Discover Awesome MCP Servers

OPTIMADE MCP Server

Enables natural language querying of OPTIMADE-compatible material databases like Materials Project and Materials Cloud via the Model Context Protocol. It provides tools for linting query filters, discovering database providers, and accessing full structured data results as MCP resources.

iqms-mcp

MCP server for IQMS / DELMIAworks (EnterpriseIQ) — read manufacturing ERP data via Oracle and post transactional updates via the WebAPI module.

coda-mcp-server

Enables AI-powered document automation and data manipulation with Coda.io through the Model Context Protocol, supporting document, page, table, row, and formula operations.

CryptoDataAPI MCP Server

Connects AI agents to real-time crypto market data, covering market health scores, derivatives, ETF flows, and BTC cycle indicators. It provides 13 specialized tools for structured market analysis, sentiment tracking, and monitoring macro-economic indicators.

WAzion MCP Server

244 WhatsApp Business tools for AI agents: send messages, automate workflows, run marketing campaigns, and manage CRM. Supports Streamable HTTP and stdio transports.

Freedom Commerce Protocol

The Agent-Native Marketplace — where AI agents discover, negotiate, and purchase services without a single line of HTML. Freedom Commerce is an open protocol and reference implementation for agentic commerce

win-cli-mcp-server

Hardened MCP server providing controlled access to PowerShell, CMD, Git Bash, and SSH from MCP clients like Claude Desktop.

MCP Diagnostics Extension

Exposes VS Code diagnostic problems like errors and warnings in real-time to AI agents via the Model Context Protocol. It enables AI tools to see compilation and linting issues directly from the problems panel to provide context-aware debugging and automated fixes.

Asana MCP Server

Enables AI assistants to fully interact with Asana, including creating and managing tasks, projects, time tracking, and search, all through natural language.

Elasticsearch MCP Server

Connects agents to Elasticsearch data using the Model Context Protocol, allowing natural language interaction with Elasticsearch indices through MCP Clients like Claude Desktop and Cursor.

luckin-mcp-proxy

A local proxy for Luckin Coffee's official MCP, enabling natural language ordering, reordering, and shop/product search with automatic retry and memory.

MalwareBazaar_MCP

An AI-driven MCP server that autonomously interfaces with MalwareBazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.

MCP Paradex Server

A bridge between AI assistants and the Paradex perpetual futures trading platform that enables retrieving market data, managing trading accounts, placing orders, and monitoring positions.

AI Debugger

Bringing the debugging we know and love as human programmers to our AI agents – debug any supported language with breakpoints, variable/state inspection, and stepping, to supercharge agents' capabilities to reason about runtime code.

Gerrit MCP Server

Enables interaction with Gerrit code review system via REST API, allowing language models to query changes, retrieve details, and manage reviews.

PVPC MCP Server

Fetches Spanish electricity prices (PVPC) from Red Eléctrica de España's API, providing hourly tariff data for different geographical areas and customizable date ranges.

tool-smith

MCP server that routes natural language requests to structured tool calls using a LoRA-tuned small language model, with built-in validation, retry, and fallback recovery.

Kanban Zone MCP Server

Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards, cards, comments, checklists, and tasks.

SEI DEX MCP

Enables interaction with decentralized exchanges on the SEI blockchain through natural language commands. Supports token swapping, wrapping, liquidity pool queries, and automated trading strategies on DragonSwap.

refine-backlog-mcp

Refine messy backlog items into structured, actionable work items with titles, acceptance criteria, T-shirt estimates, and priorities. Free tier included — Pro/Team tiers via license key.

claude-kb

Enables searching and retrieving Claude Code conversation history via hybrid semantic and keyword search, allowing the agent to access its own past interactions.

firefox-devtools-mcp

Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.

KnBn MCP Server

A Model Context Protocol server that provides AI assistants with structured access to kanban board functionality for managing tasks, columns, labels, and sprints.

tako-mcp

An MCP server for the Octopus Energy Japan GraphQL API that allows users to retrieve electricity consumption, cost estimates, and contract details. It enables 30-minute interval usage analysis and postal code area searches while ensuring privacy by excluding personal address information.

MyArxivDB_MCP

Organizes personal research papers by crawling arXiv metadata, embedding abstracts, storing in a PostgreSQL database, and generating Related Work sections using LLMs.

Universal MCP Server

A model-agnostic Model Context Protocol server implementation that works with any compatible AI model or client, allowing tools like file operations to be accessed through the MCP standard.

DeepSeek MCP Sample

A Node.js + TypeScript MCP server that proxies to DeepSeek's Chat, Image, and TTS APIs for conversation, image generation, and text-to-speech.

Hana Compass API

API and MCP server for all EHR integration,Med Research via a single unified API

Remote MCP Server for Cloudflare

A deployable Model Context Protocol server on Cloudflare Workers that runs without authentication requirements, allowing integration with AI models through the Cloudflare AI Playground or Claude Desktop.

aria-mcp-news-dr

Fetches Danish news from DR's RSS feeds, including national, topical, and regional news, without any API key.