Discover Awesome MCP Servers

vtkapi-mcp

An MCP server that validates VTK Python code by checking class and method existence, import correctness, and provides structured error reporting to catch API hallucinations.

Slovak Data Protection MCP

Query Slovak data protection regulations, decisions, and guidelines from ÚOOÚ SR directly via MCP-compatible clients like Claude or Cursor.

scalepad-mcp

MCP server for the ScalePad platform, enabling access to Core, Lifecycle Manager, ControlMap, Backup Radar, and Quoter tools with dual-era protocol support.

coros-mcp

A Model Context Protocol (MCP) server that fetches sleep, HRV, and training data from the unofficial Coros API and exposes them to AI assistants like Claude, enabling natural language queries about fitness metrics and workout management.

Ruby Lambda Template

람다 루비 앱으로 MCP 서버 데모하기

Renesas FSP MCP Server

Enables search and management of Renesas FSP documentation, code examples, API references, and dependencies for RA MCU development.

Oracle MCP Server

Provides flexible access to Oracle databases for AI assistants like Claude, supporting SQL queries across multiple schemas with comprehensive database introspection capabilities.

hAIve MCP

Enforces team knowledge and workflow policies for AI coding agents by providing context, decisions, and gates before code changes are made.

mcp-shopify

MCP server for Shopify Admin API. Enables product, order, customer, and inventory management via natural language.

SE2-Minikit MCP Server

MCP server enabling rapid Web3 development on Base with Farcaster integration.

Google MCP Server

Enables appending to Google Docs and creating Gmail drafts with OAuth 2.0 authentication and an approval gate that requires manual confirmation before each action.

awx-mcp-server

Industry-standard MCP server for AWX/AAP/Ansible Tower automation, enabling AI agents to manage job templates, launch and monitor jobs, and handle inventories and projects through natural language.

Secure MCP Auth Demo

A teaching demo that implements JWT authentication and scope-based authorization for MCP tools, supporting role-based access to profile, notes, and admin operations.

MCP Learning Project

A custom MCP server providing tools for date/time, calculations, mock weather, and note management, enabling AI agents to perform these tasks via natural language.

Meshy AI MCP Server

이것은 Meshy AI API와 상호 작용하기 위한 모델 컨텍스트 프로토콜(MCP) 서버입니다. 텍스트 및 이미지에서 3D 모델을 생성하고, 텍스처를 적용하고, 모델을 리메싱하는 도구를 제공합니다.

KaliCart Global

Federated commerce search MCP server enabling AI agents to query real product offers, prices, and availability across independent WooCommerce stores without API keys or registration.

Context Management System

Enables AI development tools to maintain context across chat sessions with automatic branching, progress tracking, and TODO management for different tasks.

mcp-mt5

Model Context Protocol server for the MetaTrader 4/5 build pipeline, enabling LLM-driven compilation, deployment, backtesting, and log tailing without UI interaction.

@crontinel/mcp-server

Connects AI assistants to Crontinel, enabling natural language queries about cron jobs, queues, Horizon status, and alerts without opening a browser.

JMAP MCP Server

JMAP MCP Server

Remote MCP Server on Cloudflare

A serverless implementation of Model Context Protocol on Cloudflare Workers that enables connecting AI assistants like Claude to custom tools without authentication.

Voice Assistant MCP Demo

A cloud backend for a voice assistant that processes natural language commands, manages tasks, and provides speech responses. Integrates with MCP protocol and Gemini API for Vietnamese language support.

mcp-notepad-project

MCP server that enables AI models to open the Windows Notepad application via function calling, demonstrating the complete MCP tool call workflow.

SQLGuard MCP

Enforces safety and governance for SQL queries executed by AI agents, providing read-only enforcement, cost estimation, and audit trails.

google-ai-mode

Provides OpenAI-compatible API, MCP, and CLI for Google AI Mode, with automatic fallback to a real Chrome browser to bypass TLS fingerprint detection.

JDD-Agent OS

MCP-native evolution control plane that discovers, tests, governs, versions, and promotes improved AI agents. Integrates with LocalLLM-MCP for real or simulated model evaluation.

jira-sisoog-mcp

MCP server for self-hosted Jira, enabling task management, searching issues, adding comments, transitioning statuses, and logging worklogs directly from Cursor.

Google Search Console MCP Server

Provides access to Google Search Console to retrieve and analyze search performance data including queries, pages, and rankings. It enables users to perform rich data analysis through customizable reporting periods and dimensions using the Search Console API.

Vorim AI — Agent Identity & Trust

AI agent identity, permissions, trust scores, and tamper-evident audit trails. 17 MCP tools: register agents (Ed25519 keypairs), check permissions (sub-5ms), emit audit events, verify trust scores (0-100), delegate credentials, ephemeral agents. IETF Internet-Draft filed. Works with LangChain, OpenAI, CrewAI, Stripe ACP. npx @vorim/mcp-server

MCP GitHub Issue Priority Server

Enables AI assistants to manage GitHub issues using deterministic priority scoring and concurrency-safe locking. It supports a structured eight-phase workflow from issue selection through pull request review to ensure consistent prioritization and progress tracking.