Discover Awesome MCP Servers

Python LINE Server

Enables language models to read and analyze LINE Bot conversations through a standardized MCP interface. Supports text, sticker, and image messages with webhook event handling and message storage in JSON format.

MCP Server

Node.js MCP server for ChatGPT with OAuth 2.0 authorization code flow + PKCE, refresh token rotation, and Supabase-backed persistence. Includes sample tools like calculator, get_weather, and search_web.

cerebro-code-memory

Enables AI assistants to maintain persistent understanding of code projects across chat sessions via a SQLite brain that caches structural maps, summaries, and decisions. Provides tools for querying project structure, searching code, and recording insights to reduce token usage and avoid re-analysis.

Jupiter Broadcasting Podcast Data MCP Server

Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsing. Supports searching episodes by date, hosts, or content, retrieving detailed episode information, and fetching transcripts when available.

Vault MCP Server

Um servidor MCP de nível amador para Vault.

SAP CPI MCP Server

Enables monitoring and management of SAP Cloud Integration (CPI) through its OData APIs, covering message processing logs, integration packages, deployment, security material, and more.

Photoshop MCP Server

Enables remote control of Adobe Photoshop on macOS and Windows via MCP, supporting multiple backends including AppleScript, PowerShell, and UXP plugin.

Web Search MCP

A high-performance search service that converts results from Google, Bing, and DuckDuckGo into structured JSON or Markdown. It features multi-layer depth crawling and uses the Camoufox anti-detection browser for reliable content extraction and fallback search logic.

mcp-tw-lvr

MCP server for querying Taiwan's real estate transaction registry via web scraping of the Ministry of the Interior's official portal. Enables natural language queries for real estate sales, rentals, and pre-sale housing data.

Anomaly Tracker MCP

Blockchain event sequence anomaly detection MCP server using NASA-derived sequence mining, providing human-readable story labels and anomaly scores for financial event windows.

todox MCP Server

Enables agents to create and manage persistent task logs, decisions, dead ends, questions, and handoffs, with file staleness detection and activity reporting.

evc-team-relay-mcp

Read, search, and write Obsidian vault notes via Team Relay collaborative server. Supports shared folders, real-time sync, and AI agent access.

GA4 MCP Server

Enables querying Google Analytics 4 data through natural language, including running reports, comparing periods, and exploring realtime metrics across multi-tenant properties with OAuth-based authentication.

mcp-oauth

FastMCP server with Bearer token authentication mounted on FastAPI, including OAuth 2.1 endpoints for dynamic client registration and metadata discovery.

Amazon Cart MCP Server

Enables AI assistants to interact with your personal Amazon cart through browser automation, allowing search, add to cart, and view cart functionalities.

Status Invest MCP Server

Status Invest MCP Server

mcp-box

Isolated Docker sandboxes for MCP servers. Read-only root, zero capabilities, network-none by default.

LanceDB MCP Server

A basic serverless MCP server using LanceDB to store and retrieve documents via three tools: ingest, retrieve, and get table details.

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.

supabase-mcp

A secure remote MCP server for self-hosted Supabase installations, enabling database schema management, SQL queries, and interaction with local Supabase services like Auth, Storage, and Edge Functions.

Playwright MCP

Provides browser automation capabilities for LLMs using Playwright's accessibility tree instead of screenshots. It enables models to interact with web pages through fast, structured, and deterministic data snapshots.

Printer MCP Server

Provides comprehensive enterprise printer information including specifications, pricing, troubleshooting, and setup instructions for major printer brands. Enables sales teams to find and compare printers, calculate TCO, and get recommendations, while service teams can access error code resolutions and configuration guides.

mcp-gdelt

Enables querying the GDELT database for global events, language, and tone data through natural language.

soroban-diagnose

Deterministic failure diagnosis for Soroban transactions and simulations, providing a normalized diagnosis with ranked causes, evidence, and fixes via CLI, MCP, or library.

plaky-mcp

Wraps the Plaky project-management REST API as MCP tools for managing spaces, boards, items, comments, files, and more via natural language.

weather-mcp

Provides current weather data for a given city using Open-Meteo (free, no API key).

Codecks MCP Server

Enables AI assistants to interact with Codecks project management for querying cards, creating tasks, and managing game development workflows. It supports comprehensive operations for cards, decks, spaces, and projects through natural language commands.

BizIntel MCP Server

Enables AI assistants to perform real-time business intelligence tasks including competitive analysis, website scoring, review analysis, and market research.

Onda MCP

MCP server to control Onda terminal from AI agents, providing tools for splitting panes, running commands, managing tabs and workspaces, and orchestrating multi-agent workflows across multiple windows.

Expense Tracker MCP Server

Enables users to add, list, and summarize expenses, and exposes expense categories as a resource.