Discover Awesome MCP Servers

DocDocDoc MCP Server

Enables the management of document requests through the DocDocDoc API, allowing users to create, track, and update requests for various identification and registration documents.

AutobotX MCP Server

Provides access to 141 operational workflows across 17 departments, an intelligent guide bot, real-time communities, document processing, and organizational state management through MCP tools.

MCP Dynamic Tools

A dynamic MCP server that automatically discovers Python files in a directory and exposes them as tools to any MCP-compatible AI client, allowing users to easily create and deploy custom AI tools.

chrome_mcp_server

An MCP server for controlling and automating Google Chrome browser operations using Puppeteer. It provides tools for navigation, element interaction, screenshots, and browser management.

pixmax-mcp

MCP server for Pixmax API enabling generation of images, video, text, audio, and 3D across dozens of models like Midjourney, Kling, and ElevenLabs.

safe-oas2mcp

Turns OpenAPI specs into MCP tools with secure defaults, risk inspection, confirmation gates, response limits, audit logging, and secret redaction.

zaytsv-bot-graph-mcp

MCP server for building and publishing Telegram bot funnels on zaytsv.ru, enabling graph creation, validation, and publication via API.

Google Docs + Gmail MCP Server

Enables appending content to Google Docs and creating Gmail drafts via a lightweight MCP-style server with OAuth authentication and human-in-the-loop approval.

overseerr-mcp

MCP server for Overseerr that enables searching, requesting, and managing media (movies and TV shows) through natural language, with integration to Radarr/Sonarr for automated downloads.

mcp-db-assistant

A database operation server based on the MCP protocol, providing database connection, querying, schema exploration, data analysis, and SQL generation tools.

Next.js Todo MCP Server

Enables AI chat integrations to manage todo lists by providing tools for adding, listing, updating, and deleting tasks. It is built with Hono and supports flexible deployment options including Cloudflare Workers with D1 persistence.

Vec Memory MCP Server

Provides graph-based semantic memory storage and retrieval using vector embeddings and SQLite, enabling relationship creation between memories and similarity-based search through natural language.

Copernicus Earth Observation MCP Server

Provides tools to search, download, and manage satellite imagery from all Copernicus Sentinel missions via the Copernicus Data Space ecosystem. It enables advanced geospatial queries, temporal coverage analysis, and automated data management for Earth observation tasks.

DAW MIDI Generator MCP

Enables Claude AI to generate professional, production-ready MIDI files (chord progressions, drum patterns, bass lines, melodies, and full arrangements) compatible with any DAW including Logic Pro, Ableton Live, FL Studio, and more.

Cucumber Studio MCP Server

An MCP server that enables AI assistants to access and manage Cucumber Studio testing platform data, including test scenarios, action words, test runs, and project information.

mcp-osha

MCP server for US workplace-safety standards (OSHA 29 CFR parts 1900–1990). Enables querying safety regulations via natural language through the Pipeworx gateway.

MCP SAP GUI Server

An MCP server that enables AI assistants to interact with SAP GUI for Windows through the SAP GUI Scripting API.

MCP Server with LangChain and AI Tools

A multi-tool AI assistant system that uses Model Context Protocol to connect language models with various tools, including math calculations and weather information.

Open Banking MCP Server

Enables interaction with bank accounts via TrueLayer API, supporting listing accounts and retrieving transactions.

alignment-correction-mcp

An MCP server that acts as an external conscience for AI agents, using Gemini or OpenAI APIs to validate plans, enforce behavioral rules, and maintain memory of past interactions to ensure alignment with user intent.

@workspacejson/codex-mcp

Gives OpenAI Codex behavioral history from workspace.json, exposing file fragility and co-change partners as tools to enforce safer edits and block incomplete patches.

Axial Coach

MCP server that exposes a student's cognitive profile as read-only tools for Sauna, enabling proactive coaching with gamified quests and holistic parent reports.

symbols-mcp

Read, inspect and navigate codebase symbols by connecting to a Language Server

SVG to PNG MCP Server

一个模型上下文协议（Model Context Protocol）服务器，可以将 SVG 代码转换为 PNG 图像，提供两种转换方法（CairoSVG 和 Inkscape），并支持自定义工作目录。

Setup Agent MCP

Enables AI assistants to automatically analyze GitHub repositories and set up development environments by detecting tech stacks, installing dependencies, and verifying project builds. Provides safe tools for repository cloning, file system operations, package installation, and build verification through an allowlisted command system.

TokenLens MCP Server

Enables AI agents to compare AI model pricing plans, run cost scenarios, find break-even points, and get plan recommendations using TokenLens data.

ipybox

A Python code execution sandbox based on IPython and Docker. Stateful code execution, file transfer between host and container, configurable network access.

jupyter-kernel-mcp

Enables AI agents to execute Python, TypeScript, and JavaScript code in persistent Jupyter kernels with stateful variables and imports across interactions.

mcp-backend

MCP server providing backend access to PostgreSQL, Storage (Supabase/S3), Iceberg data lake, and SQL seeds. It offers 32 tools for database queries, storage operations, seed management, and more.

Paylo MCP Server

Enables AI agents to interact with the Paylo commerce ecosystem, allowing them to discover merchants, search products, manage shopping carts, and facilitate transactions through Paystack payment integration.