Discover Awesome MCP Servers

gemmaai-mcp

Provides read-only access to Gemma AI's free chat models, pricing, FAQs, and official links for MCP-compatible clients.

hoton-mcp

Enables AI agents to purchase Telegram Stars, Premium, and TON top-ups by building unsigned transactions for the agent's TON wallet to sign.

agents-mcp-gateway

Secure localhost MCP gateway that exposes project-scoped file/Git/search tools and controlled CLI agent adapters (Codex, Claude) with fixed argv for safe Windows-native agent work.

CocoInbox MCP Server

Thin MCP wrapper around the CocoInbox REST API, enabling email management such as listing, creating, selecting, and sending emails through natural language.

FlowZap MCP Server

Enables AI assistants to create and validate workflow diagrams using FlowZap's text-based DSL. Generates shareable playground URLs for visualizing flowcharts, process diagrams, and CI/CD pipelines through natural language descriptions.

Jadlog MCP

MCP server that integrates with the Jadlog logistics API, enabling shipping order creation and cancellation, freight simulation, tracking queries, CT-e XML retrieval, pick-up/drop-off point lookup, QR code generation, and TOTVS Moda integration for order payloads.

Lotus Wisdom MCP Server

Server MCP untuk pemecahan masalah terstruktur menggunakan kerangka kebijaksanaan Sutra Teratai. Visualisasi yang indah, berbagai pendekatan berpikir, kompatibel dengan berbagai klien MCP (misalnya, Claude Desktop, Cursor, Cherry Studio).

Obsidian MCP Server

Provides AI assistants with tools to manage Obsidian notes via hybrid semantic search (BM25, Voyage AI, Cohere), full CRUD, backlinks, and live indexing without restart.

reddit-mcp-server

Enables AI assistants to browse Reddit, analyze stock buzz, and detect trending stocks with intelligent context analysis.

Fusion 360 MCP Server

Solusi kendali jarak jauh untuk Fusion 360 menggunakan arsitektur client-server. Fitur-fiturnya meliputi komunikasi socket JSON, desain modular dengan server Python dan pustaka klien, ditambah add-in Fusion 360. Memungkinkan pemantauan perintah, eksekusi jarak jauh, dan pengambilan data model untuk alur kerja otomatisasi.

Reference MCP Server

A demo MCP server for validating security scanning capabilities, featuring intentional security anti-patterns such as email exfiltration, SSRF, and hardcoded fake secrets.

MCP Simple Server

HTTP bridge that exposes MCP tools via POST endpoint, enabling remote LLMs to access local functionality with bearer authentication.

proxyllm-mcp

MCP server for ProxyLLM, the OpenAI-compatible LLM gateway, enabling live model catalogs, plan-savings calculations, routing key management, and autonomous account signup.

MCP Gateway Prototype

A local MCP server for BigQuery that integrates Okta authentication and workload identity federation, enabling natural language queries and dataset exploration.

Docsift

DocSift converts PDFs and Office files into clean Markdown once, then returns only the passages that answer a question, with page numbers and section headings so answers can be cited. It runs entirely on your machine, using Docling for PDFs and MarkItDown for everything else, with no cloud APIs, accounts, or telemetry.

PictMCP

Provides pairwise test generation for AI assistants using the PICT algorithm, running locally via WebAssembly.

eve-online-traffic-mcp

A comprehensive Model Context Protocol (MCP) server for EVE Online traffic, navigation, and system information using both the official ESI API and SDE data.

jira-server-mcp

A MCP server for integrating with self-hosted Jira Server, enabling issue search and management via JQL and other commands through natural language.

Chronos MCP

Provides Claude with persistent local memory and a structured knowledge graph for tracking project states, task dependencies, and historical context. It enables users to store notes, manage task relationships, and perform time-travel queries to reconstruct past information without relying on cloud services.

PubMed MCP

Enables searching and fetching articles from PubMed, a database of biomedical literature.

StudyTube MCP

An MCP server that transforms YouTube educational videos into learning resources by extracting transcripts and generating summaries, notes, quizzes, and flashcards using AI.

warden

A sandboxed MCP server that executes shell commands inside ephemeral, locked-down Docker containers with no network by default, dropped capabilities, and an audit log, enabling secure agent-driven command execution.

Kratos-MCP

A memory system for AI coding tools that stores and retrieves codebase context with project isolation. Enables coding assistants to maintain searchable memory of code snippets, comments, and runtime traces with full source traceability.

MCP Server Demo - Learning Project

A comprehensive learning project demonstrating MCP server implementation with tools for calculator operations, file management, and system information retrieval, including Google ADK integration patterns and best practices.

Ugreen NAS MCP Server

A secure MCP server designed for Ugreen NAS, enabling AI clients to list and access shared directories over SSE with token authentication and container isolation.

GitHub Calendar MCP Server

Enables AI assistants to interact with GitHub project boards as calendar events, analyze team workloads, and provide scheduling insights. Supports team status tracking, workload distribution analysis, and smart task assignment recommendations.

Atlas

A local-first codebase intelligence layer for AI coding agents, providing a persistent, queryable model of a repository via an MCP server and CLI to enable structure queries instead of reading many files.

Familiar Tarot MCP Server

Provides free tarot card readings for AI assistants with real deck shuffles, multiple decks, and spreads, enabling reflective practice rather than fortune-telling.

mcp-ipaddress

Provides IP address utilities including parsing and classification of IPv4/IPv6 addresses and CIDR block information.

Basecamp MCP Server

Enables LLMs to interact with Basecamp projects, managing messages, todos, comments, people, and kanban boards through natural language. Supports comprehensive Basecamp operations including creating, reading, updating content with flexible output formats and URL parsing capabilities.