Discover Awesome MCP Servers

dmcheck-mcp

MCP server for refereeing tabletop RPG sessions by analyzing transcripts against a configurable charter, providing deterministic findings on rule violations like unanswered questions or unacknowledged dice rolls.

LLM Bus

MCP server that provides a live coordination layer for AI agents, including attributable handoffs, a shared event ledger, atomic work-claiming, and advisory file leases to prevent collisions.

TradingView MCP Server

Pulls Binance spot candle data, computes technical indicators (RSI, MACD, EMAs), and evaluates user-defined bias and risk rules without needing a TradingView session.

Data Analytics MCP Toolkit

An MCP server that provides data visualization and machine learning tools, featuring automated intent-based pipeline routing for data cleaning and model training. It enables LLMs to process CSV or JSON data to generate visual charts, perform regressions, or execute clustering analysis.

Browser Agent MCP Server

Provides browser automation capabilities through Claude Desktop and other MCP clients, enabling navigation, screenshot capture, content extraction, and interactive control.

Atlassian Goals & Projects MCP Server

An MCP server that gives AI assistants direct access to Atlassian Goals and Atlassian Projects via the Townsquare / Atlas GraphQL API.

my-model-context

로컬 MCP 서버 설정을 관리하는 CLI

blend-ai

An MCP server that enables AI assistants to control Blender through 108 specialized tools for 3D modeling, animation, and rendering. It provides a secure, thread-safe interface to execute validated operations in Blender using natural language commands.

MCP Demo

A FastMCP-based server providing tools for weather queries, random number generation, and real-time stock market data retrieval. It enables AI models to interact with external data and perform specific tasks through the Model Context Protocol.

Manus MCP

An MCP server that gives Claude Code full programmatic control over Manus.im through the official Manus API v2, implementing all documented endpoints and composite tools for common workflows.

todo-mcp-server

A TODO management MCP server using Cloudflare Workers and D1 database, enabling create, read, update, and delete operations on todos.

pycycle-mcp

Model Context Protocol server for pyCycle/OpenMDAO engine-cycle workflows, enabling lifecycle management, variable inspection, execution, sweeps, and integration with CPACS aircraft analysis pipelines.

Supabase Memory MCP Server

Provides memory/knowledge graph storage capabilities using Supabase, enabling multiple Claude instances to safely share and maintain a knowledge graph with features like entity storage, concurrent access safety, and full text search.

mcp-server-trustcar

MCP server for trustcar.info, a Ukrainian license-plate lookup and driver review service. It provides tools to look up vehicle details, recent plates, and post reviews.

Sandbox GSTR-1 MCP Server

Automates GSTR-1 filing through Sandbox.co APIs, enabling seamless integration with Claude Desktop or API for GST return submission.

ai-mcp-chart-vis

Enables AI clients to generate over 26 chart types via MCP, automatically starting a private rendering service.

Replicate Ideogram V3 MCP Server

Enables AI-powered image generation using the Ideogram V3 Balanced model via Replicate. Supports text-to-image generation, inpainting, style transfer with 60+ presets, custom resolutions, and reproducible outputs with local image storage.

Unofficial FortiMonitor MCP Server

MCP server for the FortiMonitor v2 monitoring API. 241 tools across 33 modules covering server management, outage monitoring, maintenance windows, metrics, notifications, cloud monitoring, SNMP, dashboards, reporting, and more. Unofficial community project, not affiliated with Fortinet. Python, MIT license, Docker and local deployment supported.

CrawMcp

Self-hosted MCP server for web crawling that bypasses anti-bot walls and JS challenges, using RabbitMQ, MinIO, and Redis for asynchronous content handling with automatic cleanup.

fitMCP

A multi-platform fitness MCP server that syncs data from Garmin, Strava, Google Fit, and Suunto into a local DuckDB database and provides analytics tools via MCP.

Data Visualization MCP Server

AI 모델이 데이터 테이블을 저장하고 이를 기반으로 시각화를 생성할 수 있도록 Vega-Lite 구문을 사용하여 데이터 시각화를 만들 수 있게 해주는 MCP 서버.

mcp-opentopography

Enables querying OpenTopography global DEM rasters and point elevations through tools like point_elevation, dem, and datasets.

UptimeRobot MCP Server

Enables managing UptimeRobot monitors, alert contacts, and maintenance windows via natural language through the MCP protocol.

ABAP Transport Analyzer MCP Server

Enables AI-driven analysis of SAP transport requests, including metadata retrieval, code diff analysis, and risk detection for ABAP objects.

Authn8 MCP Server

Access your team's 2FA codes from AI agents without sharing secrets. List accounts, generate TOTP codes, and maintain full audit trails. Built for DevOps, CI/CD pipelines, and automated workflows that need to authenticate to protected services.

Cisco FMC MCP Server

A read-only MCP server for Cisco Firepower Management Center (FMC) 7.4.x, allowing LLMs to query firewall configuration, search network objects, and check deployment status through natural language.

SQL Database Bridge

MCP server that connects to SQL databases (SQLite, PostgreSQL, MSSQL, MySQL) and provides tools to run read-only queries, list schemas/tables, and manage connections via stdio transport.

discord-user-mcp

Enables interaction with Discord using personal user tokens instead of bot applications, allowing for seamless message management and server exploration. It provides tools for reading history, sending messages, and searching across channels and DMs directly through MCP-compatible clients.

shopops-mcp

AI e-commerce operations manager for MCP. Inventory forecasting, pricing optimization, RFM customer segmentation, order anomaly detection, and automated reports for Shopify and WooCommerce.