Discover Awesome MCP Servers

Product MCP Telegram Bot

This MCP server enables product management and mathematical calculations through a Telegram bot interface. It allows users to view, search, and add products to a database using natural language commands.

Gaggiuino MCP Server

A lightweight server that enables AI clients to access and analyze real-time data from Gaggiuino espresso machine controllers through a simple HTTP API.

tossinvest-mcp

A read-only MCP server for Toss Securities Open API that enables AI assistants to retrieve stock prices, resolve symbols, check holdings, buying power, exchange rates, and OHLCV candles without placing orders.

MCP CWP Server

Enables management of CentOS Web Panel hosting accounts, SSL certificates, FTP users, MySQL databases, and packages through natural language commands via the Model Context Protocol.

Charles MCP Server

Integrates Charles Proxy with MCP clients to provide real-time and historical network traffic capture and structured analysis. It features a summary-first approach that filters noise and desensitizes data for efficient, low-token agent debugging and monitoring.

Hiking MCP Server

Allows you to search for hiking routes on Wikiloc using geographic and textual queries.

Amazon Ads MCP

Facilitate the management and automation of Amazon Sponsored Ads

Publication Cadence Tracker MCP Server

Tracks a company's long-form publication cadence per month and trend (accelerating, steady, declining, dormant) from a given domain. Provides detailed metrics like post counts, trend percentage change, formats detected, and reliability flags.

Codex Native Bridge

An MCP server that lets Claude Code delegate durable background tasks, reasoning profiles, thread resumption, and native image generation to your local Codex CLI.

Hierarchical Skills For AI MCP Server

A hierarchical MCP server for managing skill definitions with a browsable tree structure and full-text search. It allows AI agents to efficiently discover and use skills without consuming context tokens.

FourEyes

A human-gated customer-support agent that provides MCP servers for read-only account lookup and write actions (refund, escalate, close) that require human approval before execution.

habitat

An MCP server that provides a restful environment for AI agents, offering ambient natural descriptions with no tasks or evaluations required.

Outsource MCP

An MCP server that enables AI applications to access 20+ model providers (including OpenAI, Anthropic, Google) through a unified interface for text and image generation.

ga4-mcp-server

A Model Context Protocol server for Google Analytics 4 with both read and write access, enabling natural language reporting, configuration management, audience creation, and server-side event sending via Google credentials.

mcp-odoo

Enables interaction with Odoo ERP from any MCP-compatible IDE, allowing task management, timesheet logging, and GitLab branch viewing.

MCP X++ Server

Enables D365 F\&O development including object creation, modification, deletion, and analysis through the MCP standard.

MCP Swagger Server

Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP tools, making any documented API accessible to MCP-compatible clients. Supports authentication, SSL handling, and flexible configuration for seamless API integration.

MCP PDF Reader Server

Enables comprehensive PDF processing including text extraction, image extraction, and OCR capabilities for reading text within images across multiple languages.

CompText MCP Server

Provides an interface to the CompText DSL Codex stored in Notion, enabling users to search, retrieve, and manage programming and documentation modules. It supports native MCP for Claude Desktop and includes a FastAPI wrapper for universal REST access.

Model Runner

Provides a unified MCP interface for running completions, embeddings, image generation, and classification across OpenAI, Anthropic, Groq, and Mistral. Eliminates provider-specific boilerplate by standardizing API calls for text generation, vector embeddings, and classification tasks.

nteract/semiotic

MCP for Semiotic, a streaming/static data visualization library

Dice MCP

Enables tabletop RPG dice rolling through natural language, supporting standard dice formulas, modifiers, exploding dice, and d20 prompts for ability checks, saving throws, attack rolls, and damage rolls.

CodeSeeker

Four-layer hybrid search and knowledge graph for AI coding assistants: BM25 + vector embeddings + RAPTOR directory summaries + graph expansion fused into a single MCP tool.

MCP Server

Development repository for MCP (Managed Communication Protocol) server

RollDev MCP Server

An MCP server for RollDev and Magento 2 development environments that enables LLMs to manage project environments, execute SQL queries, and run PHP or Magento CLI commands. It supports automated project initialization, Composer integration, and system service control directly through natural language.

Cymulate MCP Tools

Community MCP server for the Cymulate security validation platform. It exposes the full Cymulate REST API (337 endpoints) as 106 semantic tools for BAS, exposure validation, attack surface management, and platform administration.

a-share-mcp

Local MCP server for A-share stock trading via Tonghuashun, offering account/position queries, buy/sell/cancel orders with risk controls and forced user confirmation; currently simulated with a reserved interface for real broker channels.

apple-mail-mcp

Gives Claude (or any LLM) full control over Apple Mail — read, search, compose, reply, move, flag, and delete messages — via AppleScript on your local machine, with no cloud intermediary.

page-image-mcp

Reads website pages and generates one cohesive image per page, with no text and no recognizable human faces.