Discover Awesome MCP Servers

subway-congestion-mcp

Provides real-time and predicted congestion data, route optimization, and train arrival information for Seoul subway lines 1-8, helping users choose the best travel times.

MCP Trading Quantitative Analysis Server

Enables quantitative trading analysis with 12 tools for real-time market data, 28+ technical indicators, FinBERT-powered news sentiment analysis, and automated trading signal generation for stocks and forex.

gsc-seo-mcp

Secure, read-only Google Search Console MCP server with exact property allowlists and a hardened TypeScript runtime.

DevBrain

Quickly search indexed indie devs blog posts and articles. It is like chatting with your favourite newsletters (coding, tech, founder). It's kind of like a web search, but specifically tuned for high-quality, developer-curated content. Use case: help implement features faster.

Prospector MCP

Finds and verifies business email addresses using DNS/SMTP verification and web scraping, with no external API costs.

mcp-async-repl

Async Python REPL + Shell execution for MCP. Provides persistent state, background jobs, interactive input() bridging, and crash isolation in a single server.

GitHub MCP Tools

A set of tools allowing AI assistants to interact directly with GitHub, enabling automation of tasks like fetching user profiles, creating repositories, and managing pull requests.

NitroStack Calculator MCP Server

Calculator-focused MCP server with tools, resources, and prompts for arithmetic operations and widget interactions.

DateTime MCP Server

A simple MCP server that provides accurate date and time information to Claude models, ensuring they always use the correct current date and time when creating time-sensitive content.

aspose-pdf-cloud-mcp

MCP server for Aspose PDF Cloud, enabling PDF storage, conversion, and extraction operations (merge, split, text/table/image extraction) via CLI and MCP.

mcp-searxng

Enables AI assistants to perform web searches and read URL content via a SearXNG instance.

Zotero MCP

Conecta sua biblioteca de pesquisa Zotero com Claude e outros assistentes de IA através do Protocolo de Contexto de Modelo, permitindo que você pesquise sua biblioteca, acesse conteúdo, discuta artigos, obtenha resumos e analise citações.

Stochastic Process Analyzer

Advanced server for simulating financial models and stochastic processes, offering tools for generating simulations, calculating financial metrics, and visualizing results with interactive components.

mcp-confidence

Enables LLM agents to route responses as accept, verify, or ask-a-human based on token logprobs, and provides an MCP server for delegating generation to local models with confidence bands.

oms-client-agent-mcp

Exposes the 0xSequence OMS wallet client as a local MCP server, enabling email-based wallet authentication, message signing, balance queries, and transaction sending on supported networks like Polygon, Base, and Sepolia.

factorio-mcp

Enables control and inspection of a Factorio 2.0 server via RCON, with tools for administration, player management, game state queries, and Lua execution.

claude-lens

Enables Claude Code to search and retrieve information from its past session transcripts, including tool calls, errors, and project-specific history, via an SQLite FTS5 full-text search index.

line-desktop-mcp

Enables AI tools to read and send LINE messages by automating the LINE Desktop application, with macOS OCR-based reading and idle-aware scheduling.

tooltrim

tooltrim reduces the tokens agents spend re-reading bloated tool results. Run it as an MCP server exposing compress and expand_tool_output, or as a gateway in front of any upstream MCP server: it re-exposes the upstream tools unchanged and shrinks each result (HTML/JSON/logs/tables) before it reaches the model, keeping the relevant content only.

Synapse MCP Server

Um servidor de Protocolo de Contexto de Modelo que expõe Entidades Synapse (Conjuntos de Dados, Projetos, Pastas, Arquivos, Tabelas) com suas anotações, permitindo acesso programático a recursos de dados Synapse através de uma API RESTful.

plonk-mcp

Mac window manager AI agents can drive: see every monitor and window, apply multi-monitor layouts in one call, save and relaunch whole workspaces, snap zones, keep-awake, and annotated screenshots. Backed by a native macOS menu bar app over a local-only loopback API — no cloud, no telemetry.

tutor-mcp-python

An AI tutoring system that runs as an MCP server, allowing Claude to access and interact with your local educational materials to provide personalized tutoring based on your actual course content.

OpenCode LLM Wiki MCP Server

Enables AI agents to interact with a persistent knowledge graph backend using MCP tools for reading, searching, and analyzing wiki pages with vector search and graph algorithms.

synapse-mcp

An intelligent memory and knowledge retrieval server that helps AI programming assistants remember and reuse solutions from previous conversations.

plaza-vea-mcp

MCP server for querying Plaza Vea's public catalog via VTEX APIs, enabling product search, price comparison, image display, and cart link generation.

snow-mcp

A comprehensive MCP server for ServiceNow that provides over 60 pre-built tools for ITSM, ITOM, and App Dev operations, enabling AI agents to manage incidents, changes, users, service catalog, and projects through a unified interface.

bug_report_tool

MCP server that converts informal issue descriptions into structured, developer-ready bug reports using Groq, with automatic classification into bug, feature request, question, or unclear. Enables agents to generate bug reports directly without the web form.

financeskills

AI-powered skills for financial professionals. Comprehensive collection of finance, accounting, audit, and compliance skills for AI agents. IFRS/GAAP compliant with industry-specific applications.

mcp-server-dashform

MCP server for Dashform (getaiform.com) - create and manage AI-powered forms, quizzes, and surveys. Supports form creation, response collection, analytics, and AI-driven form building with 15 tools across form management, response handling, and AI operations.