API 200 is an open - source API integration platform that provides functions for quick access and management of third - party APIs, including features such as automatic code generation, documentation, authentication, caching, and error handling. It supports self - hosted deployment and MCP services.

Docfork is an MCP service that provides the latest documentation for AI code editors. It supports documentation synchronization for over 9000 libraries, ensuring that developers can obtain accurate and real-time API documentation and code examples.

HiMarket is an out-of-the-box enterprise-level AI open platform solution that provides three core components: a management backend, a developer portal, and an AI gateway. It supports packaging AI capabilities such as model services and MCP Server into standardized API products and publishing them.

The Figma MCP Server is a middleware based on the Model Context Protocol (MCP), providing Figma API integration services for clients such as Claude, and supporting design system management and file operations.

The Infisical Model Context Protocol (MCP) is a service protocol that integrates with the Infisical API through function calls. It supports multiple tool operations such as creating, deleting, and updating keys, and provides a debugging tool called MCP Inspector.

Shipxy MCP Server is an open-source maritime location service solution that complies with the MCP protocol, providing APIs for real-time ship tracking, port data, route planning and marine weather, and supporting integration with developers and AI agents.

The Saleor MCP Server is a Model Context Protocol service designed for the Saleor e-commerce platform, allowing AI assistants to read product, customer, and order data through an HTTP connection and providing read-only API integration functions.

Octagon MCP is a market data model context protocol server that integrates the Octagon market intelligence API, providing AI agent services for public market data, private market data, and deep research.

An MCP service that implements Grist API interaction, providing a tool for integrating language models with Grist spreadsheets, supporting operations such as data query, addition, deletion, and modification.

The Deepseek Thinker MCP Server is an MCP service that provides Deepseek inference content, supporting both the OpenAI API and the local Ollama mode, and can be integrated into AI clients.

The Shodan MCP server is a tool that provides Shodan API and CVEDB query services, supporting functions such as network reconnaissance, DNS query, vulnerability tracking, and device discovery, and providing structured data output for platforms such as Claude Desktop.

The LocaLLama MCP Server is an intelligent routing service that optimizes costs by dynamically assigning coding tasks to local LLMs or paid APIs. It includes core modules such as cost monitoring, decision engine, API integration, error handling, and performance benchmark testing, and supports integration with multiple tools.

This is an MCP server project that exposes the Restate Admin API through the MCP protocol as a tool, supporting basic functions such as management of service deployment, invocation operations, and state query.

An MCP service for academic paper search based on the OpenAlex API, providing functions to retrieve papers by topic, keyword, or author, and obtain detailed paper information.

This is a Model Context Protocol server developed for the Sitecore content management system, providing various tools such as GraphQL API, item service API, PowerShell script execution, security management, and index management. It supports integration with AI assistants through the MCP protocol for Sitecore content management operations.

DevDocsMCP is a command-line tool that allows you to search and read documentation directly from DevDocs.io. It supports online data retrieval and can be configured as an MCP server to provide API services.

Trellis MCP is an interface service that connects AI assistants with Trellis 3D generation models, supporting rapid generation of 3D assets through natural language and importing them into Blender. This project is based on an open - source model and requires self - deployment of the API backend. It is fast and free, but there are stability risks.

The supOS MCP server developed based on the MCP protocol provides supOS open API interface services

The MCP server is a multi - functional backend service platform that supports file management, database operations, API integration, and vector search. It provides a Docker deployment solution and examples of integration with Tongyi Qianwen.

The Anytype MCP server is a model context protocol service based on the Anytype API, allowing AI assistants and other MCP clients to interact with Anytype data, including functions such as querying, creating, and deleting spaces and objects.

The Coin MCP Server is a cryptocurrency price query service built on FastMCP and zod. It obtains token prices in real-time through the Bitget API and supports quick queries, announcement retrieval, and detailed token information.

The OneSignal MCP Server is a model context protocol service for interacting with the OneSignal API, providing functions such as managing push notifications, emails, SMS, user devices, segments, and templates, and supporting multi - application management.

An MCP server that provides image recognition functions, supporting the visual APIs of Anthropic and OpenAI, with capabilities such as image description, multi - format support, configurable primary - backup service providers, and OCR text extraction.

BlockRun MCP is an AI model aggregation service designed for Claude Code. It provides unified access to over 30 AI models without the need to manage multiple API keys. Payments are made on-demand using a single USDC wallet.

The MobAI MCP server is a Model Context Protocol service for mobile device automation. It connects the MobAI desktop application through an HTTP API, enabling AI programming assistants to control Android and iOS devices and emulators, achieving UI automation, web operations, and batch script execution.

Rember MCP is an official protocol service that allows Claude to create flashcards, helping users memorize content through spaced - repetition review. It supports generating flashcards from chats or PDFs and provides API and desktop client integration.

MCP Notify is a notification service that monitors the MCP registry ecosystem in real - time. It can detect changes such as new servers, version updates, and removals, and send instant notifications through multiple channels such as Discord, Slack, email, and Webhook. It supports flexible filtering, historical record tracking, and provides REST API, Web dashboard, and multiple deployment options.

This project provides the Model Context Protocol (MCP) service for Apache Fineract®, supporting implementations in Python, Java, and Node.js, enabling AI agents to access financial data and operations. It includes a debugging tool, multi - language implementations, and standardized API interfaces.

The Palo Alto Networks MCP Server Suite is a modular solution that provides a unified API interface for managing firewalls and services, including five major functional modules: core service, policy management, configuration management, object management, and device management.

A weather MCP service based on OpenWeatherMap API, providing 8-day global weather forecast and real-time weather data, supporting multi-timezone display and detailed weather parameter query.

A Model Context Protocol server designed for Sitecore, providing GraphQL API and Item Service API functionality, supporting various operations such as querying, creating, editing, and deleting items.

An MCP service based on Swift that controls applications via the macOS accessibility API, supports operations such as opening applications, clicking, and inputting text, and is compatible with MCP clients like Claude Desktop.

A production - grade open - source MCP server for integrating Wazuh security data with LLMs (such as the Claude desktop application). This service authenticates through the Wazuh RESTful API, retrieves alerts from the Elasticsearch index, converts events into an MCP - compatible JSON format, and exposes an HTTP endpoint for the Claude desktop to obtain real - time security context.

An MCP service project based on the Kagi search API, providing development mode operation and command-line tool testing functionality.

The Authentik MCP Server project provides a complete API integration and diagnostic monitoring service implemented in Python and Node.js, including full-feature CRUD operations and a read-only diagnostic mode, designed specifically for integration with MCP protocol tools.

The OpsNow MCP Asset Server is a transit service that provides asset data for LLM desktop applications based on the MCP protocol, and realizes resource data interaction through API bridging.

This document categorizes and organizes various Model Context Protocol (MCP) servers to help developers integrate AI models with resources such as databases, file systems, APIs, cloud services, and automation tools.

The Orshot MCP Server is an image generation API service that allows users to dynamically generate images from pre - designed or AI - generated templates via the API and supports calls through the MCP server in applications such as Claude and Cursor.

Project startup involves creating a virtual environment, synchronizing dependencies, and running a development server. Pay attention to code hot reload and API key management, and refer to other MCP service implementations.

The Brevo MCP Server is a comprehensive marketing automation platform integration service that provides complete Brevo API functionality using the official Node.js SDK, including 8 major tools such as email, SMS, contact management, and marketing campaigns. It supports Smithery deployment and TypeScript type safety.