Discover Awesome MCP Servers

mcp-md-pdf

Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templates for branded styling and batch conversion.

nasbridge

An MCP server for TrueNAS that lets users manage ZFS pools, datasets, shares, snapshots, VMs, alerts, and network configuration through natural language, using a single hierarchical tool exposing 278 actions.

droplinked MCP Extension

Enables read-only discovery and verification of products across droplinked's KYB-attested merchant network via tools for inventory, merchant, and brand attestation lookups.

Python MCP Server Examples

A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

mcp-localization-engine

An MCP server that provides comprehensive localization data for 174 locales, enabling AI agents to generate culturally-adapted multilingual content.

Korean Patent MCP (KIPRIS)

MCP server that enables searching Korean patents, trademarks, and designs via KIPRIS Plus open APIs. Supports keyword, advanced, applicant, and rightholder searches with detailed bibliographic lookup.

Property MCP Server

Connects Claude AI to real estate data via the ATTOM Data API, enabling property information lookup and analysis using natural language queries.

MCP Codebase Server

MCP server for semantic codebase navigation that builds an AST index of symbols, imports, and exports, providing AI agents with tools to search, explore, and understand code.

podcastindex-mcp

MCP server for the Podcast Index API — search podcasts, track appearances, monitor trending shows, check feed health

common_mcp

Provides system information through a single tool that returns platform details, Node version, architecture, current time, and uptime. Optionally includes hostname when specified in the request.

Support Ticket Validator

Validates support ticket data by checking required fields and returning a structured completeness status.

Flask-MCP-Plus

Flask-MCP-Plus enables developers to create MCP servers using Flask, with support for defining tools, resources, and prompts with automatic schema generation and type safety.

iTerm MCP

Controls iTerm2 terminal sessions with multi-pane support, allowing parallel command execution, session management, and role-based access for AI orchestration.

nft-floor

NFT collection floor price, volume, holders, rarity data for Ethereum and Base via Alchemy. Pay-per-call via x402 (USDC on Base L2) without API key or signup.

whiteboard-mcp-server

Shared context for multiple Claude Code sessions working on the same project.

mcp-Agentmemory

MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase + Vercel, 100% MIT, no paywall.

Stocker

Enables NSE stock market research with screening, quotes, peer comparison, watchlists, alerts, and strategies using natural language.

ssh-mcp-server

Enables AI assistants to securely execute remote SSH commands, perform file transfers, and monitor system status through a standardized interface. It features robust security controls including command whitelisting, blacklisting, and credential isolation to prevent unauthorized operations.

OrangePro MCP

Analyzes code to map behaviors, identify untested gaps, and generate grounded integration tests that actually run.

uni-kb

Enables parsing, indexing, and querying source code as structured knowledge, providing code exploration, spec generation, and migration tools via 20 MCP tools.

MCP-demo-blog-analyzer

Dưới đây là hướng dẫn nhanh để kiểm tra ứng dụng khách phân tích blog MCP và máy chủ khách truy cập trang web:

az-devops-cli-mcp

Azure DevOps MCP tools for Claude Code and Codex CLI, enabling interaction with boards, work items, repos, and pull requests via natural language.

MCP Environment Proxy

A dynamic MCP proxy that allows switching environment variables on-the-fly, enabling context switching for multiple AWS accounts or Kubernetes clusters without restarting the client.

ultramem-mcp

Give any MCP client durable, cross-session memory by exposing an UltraMem deployment's memory layer.

Deployable MCP Server

A simple and extendable MCP server that currently provides basic addition functionality and can be easily extended by defining new tools with docstrings.

hotin

MCP server that gives AI agents a ranked, evidence-backed board of what's trending in AI — repos, models, papers, news — and a daily brief, using fused signals from GitHub, Hacker News, npm, and more.

render_mcp

A guide to deploy a remote MCP server on Render.com and connect it to Anthropic and OpenAI agents, enabling cloud-hosted tool access for AI models.

jp-pint-mcp

jp-pint-mcp

Managed OPC UA MCP Server

A TypeScript MCP server that exposes OPC UA read access through server-side authorization and Operator-defined Semantic Controls for safe agent interaction.

mcp-miro

Connects to the MIRO Whiteboard Application, allowing board manipulation, sticky creation, and bulk operations.