Discover Awesome MCP Servers

FPF Agent Stack

Enables offline AI agent automation with embedded local LLM (Qwen 2.5), sandboxed file operations through AgentFS, and dynamic skill loading. Exposes capabilities via MCP with tri-state safety guards for private, air-gapped environments without network connectivity or API costs.

Instagram MCP Server

Enables AI agents to access Instagram Business account analytics and insights, including follower demographics, post performance, and audience reach.

today-work-log

Extracts today's Git commit history and code changes from a local repository, filtering by the current user and excluding merge commits, for integration with MCP clients like Claude Desktop.

threejs-devtools-mcp

MCP server for inspecting and modifying Three.js scenes in real time — 59 tools for objects, materials, shaders, textures, animations, performance monitoring, memory diagnostics, and code generation.

my-memory-mcp

A MCP server that provides persistent memory for AI assistants, storing personal information, relationships, and observations to enable personalized and contextual conversations.

MCP Weather Server

Provides real-time weather data and 5-day forecasts using OpenWeatherMap API. Supports querying by city name, country code, or geographic coordinates with detailed climate information including temperature, humidity, wind, and UV index.

tomsk-transport

MCP server providing real-time public transport data for Tomsk, including routes, schedules, stops with lazy OSM enrichment, nearby stop search, and a routing prompt for LLMs.

brightspace-mcp

Enables interaction with D2L Brightspace through the MCP protocol, supporting multi-strategy authentication and opt-in write operations.

mcp-ssh-interactive

MCP server that enables AI agents to run fully interactive SSH sessions (via tmux) and execute commands like a human operator, with persistent sessions and multiple concurrent connections.

ziwei-mcp

Zi Wei Dou Shu (Chinese astrology) charting MCP server. Generates complete ziwei natal charts and transit overlays (12 palaces, 14 major stars, sihua) from birth date and time, powered by FateStar's reversible charting engine.

Google Drive HPC Log Analyzer

Enables Claude to directly access Google Drive files and analyze High Performance Computing (HPC) log files. Automatically detects common HPC issues like memory errors, job timeouts, and resource allocation problems.

mcp-maigret

MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.

Fabric MCP Server

Provides access to Daniel Miessler's Fabric AI prompts (patterns and strategies) through MCP, automatically syncing with the upstream repository to enable powerful prompt templates in AI workflows.

Design System MCP Server

Provides resources, tools, and prompts for a Design System via MCP protocol, enabling component search, reading, and related component discovery.

ピティナニュースMCPサーバー

Servidor MCP para feeds de notícias da PTNA

Docker Build MCP Server

A TypeScript server that fully implements the Model Context Protocol (MCP) standard, providing API access to Docker CLI operations like build, run, stop, and image management through compatible AI clients.

Career Intelligence MCP

An AI-powered career intelligence platform for job seekers that parses resumes, scrapes and scores job listings, analyzes skill gaps, and prepares for interviews.

Intelagent MCP Template

A Model Context Protocol server template designed for building custom servers using the @intelagent/mcp-shared library. It provides boilerplate code and example tools to streamline the development, testing, and deployment of new MCP servers.

ms_fabric_mcp

Enables LLMs to query and explore schemas in Microsoft Fabric lakehouses, warehouses, and SQL databases using natural language, with tools for executing read-only SQL queries and searching tables, columns, and query patterns.

Solana MCP Server

Enables AI agents to read chain data, execute transactions, swap tokens, and manage wallets on Solana through 38 tools across 7 modules. Supports write operations with a private key and includes built-in prompts for common workflows.

zeughaus-mcp

Execute commands in ephemeral containers with any combination of Nix packages.

GitLab MCP Server

Enables AI assistants to interact with GitLab for managing projects, branches, issues, and merge requests. It provides tools for searching code and performing file operations like reading and writing directly within repositories.

mcp-page-monitor

Enables monitoring web pages for changes using Playwright, storing snapshots in SQLite, and optionally analyzing changes with an LLM for business impact assessment.

SpherePay MCP Server

Enables users to manage the SpherePay payment platform, including customer onboarding, bank and wallet management, and cross-chain transfers. It provides tools for executing financial workflows, tracking transfers, and configuring virtual accounts for fiat-to-stablecoin conversions.

Substack MCP Server

Enables interaction with Substack publications through natural conversation, allowing users to create posts with cover images, publish notes, manage content, and retrieve profile information.

Debug MCP Server

Enables AI-powered debugging through structured logging with pattern recognition and intelligent analysis. Allows applications to write structured logs and receive actionable debugging insights based on error patterns and frequency analysis.

GenePattern MCP Server

Bridge any AI coding assistant directly to GenePattern — run bioinformatics modules, manage cloud jobs, and stream results, all through natural language.

shunshi-bazi-mcp

Bazi (Four Pillars) charting MCP server with true solar time correction and multilingual output in Chinese, English, Japanese, and Korean.

Weather MCP Server

Provides weather forecasts and alerts for US locations using the National Weather Service API. Features secure access via GitHub authentication and supports coordinate-based forecasts and state-specific weather alerts.