Discover Awesome MCP Servers

Ultrahuman MCP Server

Enables fetching health and fitness metrics from the Ultrahuman API, including heart rate, sleep, steps, temperature, and HRV data.

Polymarket MCP Server

Enables interaction with Polymarket prediction markets through read-only access to market data, events, orderbooks, and user positions, plus authenticated trading capabilities for creating and managing orders.

Commit Conventional Message Court (CCMCP)

An MCP server that uses AI to analyze code diffs and transform vague commit messages into readable, conventional commit history. It helps maintain project documentation quality by challenging unclear messages and suggesting improvements based on actual code changes.

Clypt MCP Server

Connects AI assistants to the Clypt Link Intelligence platform to shorten URLs, manage tags, and generate QR codes. It enables users to view link analytics and perform bulk link operations through natural language commands.

nano-pay

Self-custodied Nano wallet + x402 payment client and merchant server for AI agents, enabling micropayments, on-ledger settlement, and paid endpoints.

RAGFlow MCP Server

Provides a comprehensive Model Context Protocol interface for RAGFlow, enabling AI models to perform semantic retrieval, manage datasets, and handle document chunks. It supports advanced features like GraphRAG and RAPTOR for sophisticated knowledge base management and natural language querying.

swiftadopt-mcp

An MCP server that helps developers migrate Swift projects to Apple's 2026 platforms by adopting new frameworks and best practices from WWDC 2026.

mcp-data-explorer

Allows LLMs to explore CSV datasets through statistics without loading raw data, offering tools for dataset inspection, column description, and filtered queries while enforcing safety by restricting file access to a specified directory.

AIE7-hw13-mcp

MCP server using Tavily API for web search, enabling web search queries via stdio transport.

book-recommendations

Enables AI agents to get book recommendations by topic or mood, discover serendipitous blind-date picks from first sentences, and access free public-domain classics with read-now availability, all with no API keys required.

MetaTrader MCP Server

Enables AI assistants to trade on MetaTrader 5 using natural language, supporting account management, order placement, and real-time market data.

pilot-mcp

An MCP server that gives agents access to a network of 435 specialist agents and peer-to-peer A2A messaging, enabling keyless, real-time data queries and direct communication with other agents.

Claude-Code MCP Runner

This MCP server enables remote control and management of Claude Code agents, allowing you to execute missions, configure agent personalities, and integrate with other MCP tools.

Figma MCP

MCP server for the Figma API. Lets AI agents fetch designs, nodes, and rendered images from Figma.

honest-vies-mcp

Local MCP server for validating EU VAT numbers using the official VIES API. Enables AI to check VAT validity and optionally retrieve consultation numbers for legal proof.

MCP Git/PR Assist

Enables Git and GitHub pull request operations through Claude AI, including repository management, branch operations, commits, and PR creation/commenting. Streamlines development workflows by providing Git commands and GitHub API integration through natural language interactions.

PromptX

Transforms AI agents into industry experts through natural conversation, enabling role creation (Nuwa), tool integration (Luban), and professional content generation (Writer) with cognitive memory capabilities.

kuik-fileshare-mcp

Enables KUIK Agent to access on-premise SMB/CIFS shares on a Windows Server using the employee's own credentials, enforcing live ACLs. Supports file operations such as list, read, write, search, move, copy, delete, and upload/download without mounting or duplicating data.

maildoc

Lightweight email search, attachment retrieval, and PDF extraction for AI agents via Gmail, exposing MCP tools to search, manage folders, and extract text from PDF attachments.

MCP Greeting Server

Provides time-aware greetings in multiple languages and timezones, with personalization support.

colab-mcp

Local-first MCP server for controlling Google Colab as a development, shell, file, and training runtime, with tools for notebook editing, GPU acceleration, and file transfer.

ashare-mcp

An MCP server that exposes all 23 baostock data endpoints as tools, including K-line, quarterly financials, performance reports, dividends, industry classification, index constituents, and macro series.

Arra Oracle

MCP server for semantic search over Oracle philosophy using hybrid search (FTS5 + LanceDB). Integrates with Claude Code for querying wisdom and managing a knowledge vault.

codex-protocol-guardian

Enforces protocol-driven development by validating requirements, designs, scope, and acceptance evidence, while maintaining immutable, traceable governance archives.

SavePinner MCP

MCP server for parsing, validating, classifying, and normalizing Pinterest URLs locally, supporting pins, profiles, boards, and ideas URLs across Pinterest country domains without network requests.

IP Contingency MCP Server

Enables AI-powered analysis of IP assignment compliance, including gap detection, anomaly detection, and risk prediction.

ontology-mcp-self-healing

Self-healing MCP server that monitors database schema changes, detects differences, and automatically updates ontology mappings using AI to ensure agents continue working without manual intervention.

proxmox-mcp

Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing nodes, VMs, templates, power actions, and creation of LXC containers and VMs through the Proxmox REST API.

Android Mobile MCP

Enables AI agents to interact with Android devices through UI manipulation, screen capture, touch gestures, text input, and app management via ADB. Provides comprehensive mobile automation capabilities including element detection, navigation, and application control for Android device testing and interaction.

docs-search

Enables semantic search over documentation sites by indexing them via sitemap and using OpenAI embeddings, stored locally in ChromaDB.