Discover Awesome MCP Servers

Agent State MCP Server

Provides state and log management tools designed for long-lived AI agents that may be interrupted and resumed. It enables tracking agent progress and maintaining an append-only event history to ensure continuity across multiple sessions.

LLM Responses MCP Server

Sebuah server Protokol Konteks Model yang memungkinkan debat kolaboratif antara banyak agen AI, memungkinkan mereka untuk berdiskusi dan mencapai konsensus mengenai perintah pengguna.

Nationaal Archief MCP Server

Provides access to the Netherlands National Archive collections through OAI-PMH and SPARQL for searching, browsing, and retrieving archival records. It features specialized tools for exploring Dutch business history and colonial records using natural language queries.

Instagram Download MCP Server

Enables AI assistants to download Instagram content including posts, videos, reels, stories, highlights, and profile pictures using Instaloader, with optional metadata and caption extraction.

SearXNG MCP Server

An MCP server that allows searching through public SearXNG instances by parsing HTML content into JSON results, enabling metasearch capabilities without requiring JSON API access.

FMP MCP Server

Provides financial data from Financial Modeling Prep for AI-assisted investment research, including company profiles, financial statements, and analyst ratings. It features high-level workflow tools for market analysis and atomic tools for deep dives into valuation and institutional ownership.

PostgreSQL MCP Server

An MCP server that enables AI assistants to interact with PostgreSQL databases by executing SQL queries and inspecting database schemas. It provides tools for standardized database exploration and management through the Model Context Protocol.

MCP Observatory

Finds problems in your MCP servers before your users do. Scans your Claude config, checks every server's capabilities, actually calls tools to make sure they work, and catches breaking changes between versions.

EasyChatDM - Demonstrates creating a simple MCP Server tools

Contoh alat Server MCP untuk bermain D&D dengan AI generatif. Proyek ini untuk tujuan pendidikan sehingga sedikit perhatian diberikan pada desain kode yang baik.

2025 Tax Law Amendment MCP Server

Enables users to search and query information from the 2025 Korean tax law amendment PDF documents using natural language. Provides document indexing and retrieval capabilities through ChromaDB vector storage and LangChain integration.

SAP ByDesign MCP Server by CData

This read-only MCP Server allows you to connect to SAP ByDesign data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Anki Connect MCP Server

Enables interaction with Anki desktop flashcard app through the AnkiConnect plugin. Provides tools to manipulate notes and make arbitrary RPC requests to manage flashcards and decks.

Network AI

Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)

tf-dialect

Exposes your organization's Terraform style guide to AI coding agents, enabling them to generate, validate, and ensure Infrastructure as Code follows your specific conventions, naming standards, security defaults, and best practices.

Chrome DevTools MCP

Enables AI coding assistants to control and inspect a live Chrome browser through Chrome DevTools. Provides browser automation, performance analysis, debugging capabilities, and network request monitoring.

MCP Server Laravel

A Laravel-based web application that provides robust backend services for Model Context Protocol (MCP) operations. Features RESTful API endpoints, user authentication, and scalable architecture for MCP service integration.

Vision MCP Server

Enables vision capabilities for any AI model by routing image analysis requests through OpenRouter's vision models. It provides tools to analyze images from URLs, local file paths, or base64 data.

A2A MCP Server

A bridge server that enables MCP-compatible AI assistants like Claude to seamlessly discover, communicate with, and manage A2A protocol agents.

Yahoo Finance MCP Server

Enables LLMs to retrieve stock market data and financial information from Yahoo Finance using the yfinance Python library. Supports querying stock prices, historical data, and other financial metrics through natural language.

Blender MCP

Enables AI-assisted 3D modeling workflows by connecting Blender with LLMs and CSM.ai, allowing text-based editing, asset retrieval from CSM.ai sessions, and humanoid animation using Mixamo files.

WhatsApp MCP Server (TypeScript)

Enables AI agents to interact with your personal WhatsApp account to search messages, list chats, and send messages. It stores all authentication and message data locally using SQLite for privacy and direct multi-device API connection.

MCP Server for Mem.ai

Enables AI assistants to intelligently save, organize, and retrieve content through Mem.ai's knowledge management platform. Supports creating notes, collections, and AI-powered content processing with automatic organization.

心知天气 MCP Server

Enables real-time weather queries for 400+ cities in China through the Seniverse Weather API. Provides secure weather data access with HMAC-SHA1 authentication and full MCP protocol compatibility.

Arthur

An MCP server that enables developers to summon AI development team agents directly from their IDE to help with tasks like PR reviews, security evaluation, and CI/CD deployment setup.

NYTimes MCP

Enables access to New York Times content through 5 specialized tools including article search, real-time news wire, most popular articles, monthly archives, and bestseller lists.

Unified Search MCP Server

Enables unified searching across Google Scholar, Google Web Search, and YouTube with enterprise features like caching, rate limiting, and monitoring. Supports simultaneous multi-source searches with filtering options for academic papers, web content, and videos.

stock-images-mcp

MCP server to search and download stock images from Pexels, Unsplash, and Pixabay

Godot MCP Server

Connects Claude directly to Godot 4 projects to read and manipulate scenes, nodes, scripts, and assets within the editor. It enables real-time scene tree management, script editing, and resource configuration through a local Node.js bridge and GDScript plugin.

Enhanced MCP Stock Query System

Enables AI-powered natural language stock market queries with real-time data from Yahoo Finance and CSV fallback. Uses Google Gemini to interpret queries and automatically fetch stock prices, comparisons, and market summaries.