Discover Awesome MCP Servers

ideogram-mcp-server

Enables LLM applications to generate, edit, describe, upscale, remix, reframe, and replace backgrounds in images using the Ideogram AI API.

Apollo MCP Server

Enables sales intelligence and outreach automation through Apollo.io's 275M+ contact database. Supports prospecting, contact enrichment, email sequences, workflow automation, and pipeline management.

MCP Streamable HTTP Server Template

A dual-runtime template for building Model Context Protocol servers compatible with Node.js and Cloudflare Workers. It features integrated OAuth, encrypted token storage, and multi-tenant session management to simplify the creation of secure tool, resource, and prompt interfaces.

MCP Server Deepdive Deployment

An example Model Context Protocol (MCP) server that provides basic mathematical operations such as adding two numbers together. It serves as a demonstration for deploying and configuring MCP servers using Python and the uv package manager.

MoneyChoice

The MoneyChoice MCP Server delivers institutional-grade economic forecasts powered by a proprietary quantum-inspired analytical framework that evaluates vast market state possibilities simultaneously rather than relying solely on historical price patterns. Since 2015, MoneyChoice Capital has maintained a documented 80%+ prediction accuracy rate through strict signal validation and full performance

protein-lab

Manages local protein experiments with a Flask backend and SQLite, offering tools for protein library management, Beer-Lambert concentration calculations, BLI dilution planning, and experiment archiving. It provides 7 MCP tools for AI assistants like Claude to interact with the system.

godot-mcp-server

Enables AI agents to interact with the Godot game engine, including project inspection, scene/script parsing, headless exports, runtime control with live scene-tree inspection and evaluation, and API documentation search.

Prompt Refinery MCP Server

Retrieval-grounded prompt refinement engine that repairs and polishes prompts via a single LLM call, exposing a refine_prompt tool for integration with MCP-compatible hosts.

Kiwix MCP Server

Provides offline access to Wikipedia and other ZIM content through a local Kiwix instance, enabling search, summaries, and full article retrieval without internet.

AgentBase

Enables AI agents to persistently store and semantically search shared knowledge via MCP tools.

fhir-patient-consent-mcp-server

Enables natural-language queries about a patient, their insulin pump or other devices, and consent to share their data, with answers retrieved in real time from a FHIR R4 endpoint.

keycloak-mcp

An MCP server for Keycloak Admin REST API, enabling user, group, event, and security management through service account authentication.

HR Assist MCP Server

Agentic HR assistant providing employee, leave, meeting, ticket, and email tools over the Model Context Protocol, designed to automate onboarding workflows via an MCP client such as Claude Desktop.

autoit-mcp

Windows GUI automation MCP server for Claude Code, enabling deterministic desktop app control via 32 tools including window management, input, pixel search, and file verification, leveraging the AutoIt backend.

SyV MCP Tools

Enables validation and retrieval of metadata from Markdown files in the Subordinación y Valor project. Validates metadata against project specifications and extracts structured metadata from Markdown documents.

Codex MCP Server

An MCP server for the OpenAI Codex CLI that provides coding assistance with multi-turn session management and reasoning depth control. It enables users to perform code analysis, generation, and refactoring through Claude with native resume support for conversational context.

mcp-ukrainian-calendar

Provides access to Ukrainian pagan calendar with holidays, deities, folk wisdom, and birth charms, enabling users to query today's holidays, upcoming events, deity details, and personal birth charms.

Xmind Generator MCP Server

一个 MCP 服务器，允许 LLM 创建具有分层主题结构的结构化 Xmind 思维导图，并支持诸如笔记、标签和标记等功能。

mirror-mcp

A Model Context Protocol (MCP) server that provides a reflect tool, enabling LLMs to engage in self-reflection and introspection through recursive questioning and MCP sampling.

Design Inspiration MCP Server

Searches top design platforms like Dribbble and Behance to provide UI inspiration, color palettes, and layout patterns via the Serper API. It allows users to retrieve visual references, articles, and style guides directly within any MCP-compatible client.

MCP Smart Scheduler & Todo App

Enables scheduling and todo management via MCP, allowing users to add reminders, view tasks, and mark completion through natural language.

AI Sales Query Agent MCP Server

Enables natural-language sales queries against a SQLite database, generating and executing read-only SQL through a secure MCP server with table listing, schema description, and query execution.

TradingView MCP Bridge

Connects AI assistants to TradingView Desktop for chart analysis, Pine Script development, and workflow automation via Chrome DevTools Protocol.

creedspace-mcp

AI safety guardrails for any LLM in ~10 seconds: constitutional-AI content evaluation over MCP, with six configurable personas.

ETABS MCP Server

Enables users to control CSI ETABS structural engineering software through Claude, allowing model creation, status checks, and engineering checks via COM automation.

Custom MCP Server

一个集成了 Brave 搜索、文件系统、GitHub 和序列思考的自定义 MCP 服务器。

Sage MCP Server

A Model Context Protocol (MCP) server for interacting with the Sage Grande Testbed, enabling users to query sensor data, submit jobs, and manage Sage nodes through natural language.

ollama-MCP-server

镜子 (jìng zi)

BrowserPilot

Enables AI to control browsers via natural language for web automation, testing, and data scraping. Supports Chrome-based browsers and integrates with any MCP-compatible AI tool.

Claude GPT Launcher

Enables Codex chat to use the Claude Code harness for repository consultation and editing, routing through GPT models via a local proxy.