A natural language form management system integrating the Google Forms API and CamelAIOrg agents

MCP Agile Flow is an AI - assisted agile development workflow management system based on FastMCP, providing RESTful APIs and a resource - prioritized architecture, supporting natural language command processing and multi - IDE integration.

MarketScope AI is an intelligent healthcare market analysis platform that provides functions such as healthcare segment market analysis, product comparison, and sales data insights through AI and natural language processing technologies.

An image processing server based on the MCP protocol that enables professional - level image editing functions through natural language instructions, including generation, modification, background removal, and hosting services.

Scanpy MCP is a natural language processing server designed for the single-cell RNA sequencing analysis software Scanpy, supporting operations such as data reading and writing, preprocessing, analysis, and visualization through natural language. It is suitable for researchers and proxy developers.

A lightweight Kubernetes MCP server that provides natural language processing and API access functions, and operates cluster resources by combining kubectl commands and the Python client.

An image processing server based on the MCP protocol, realizing professional - level image editing functions through natural language instructions

An intelligent pet companion application based on the MCP protocol, realizing interaction with virtual pets through voice recognition and natural language processing, and supporting multi - platform operation.

This project demonstrates how to use Google's Gemini 2.5 Pro model to interact with the flight search tool under the MCP protocol through the function call feature, enabling natural language queries for flight information and returning formatted results.

SQLGenius is an AI - based SQL assistant that converts user questions into SQL queries through natural language processing technology, supports BigQuery database operations, and provides interactive data visualization and schema exploration functions.

This is an MCP project that allows users to control the GIMP image editing software through natural language conversations, converting complex image processing operations into simple conversation instructions and supporting various image editing functions from basic adjustments to advanced special effects.

An intelligent React component generation MCP server based on the Reablocks design system, which generates production-ready TypeScript components through natural language processing, including responsive layout and accessibility support.

ExternalAttacker is an AI security tool that combines automated scanning with natural language processing. It provides external attack surface management and reconnaissance functions through the MCP protocol, supporting multiple scan types and tool integrations.

MCP - Slicer is an integrated tool that connects 3D Slicer with model clients (such as Claude) through the MCP protocol, supporting direct operation of 3D Slicer for medical image processing and scene control using natural language.

Ebook-MCP is an e-book processing server based on the Model Context Protocol (MCP), supporting EPUB and PDF formats, providing intelligent book management, interactive reading experience, and learning assistance functions to achieve natural language interaction with e-books.

This project integrates Claude AI with Pure Data through the Model Context Protocol, supporting dynamic creation, modification, and control of Pure Data audio processing modules through natural language.

SCMCP is an MCP server for single-cell RNA sequencing analysis through natural language processing

This is a list containing a large number of open - source AI projects, covering multiple fields from natural language processing, image generation to automated workflows. These projects aim to help developers build various applications using AI technology, including chatbots, code - generation tools, data - processing systems, etc.

A Python-based Azure CLI assistant that generates Azure commands through natural language processing and relies on the Azure MCP service to implement functions.

This project is a list of MCP servers implemented in Go, including multiple services for natural language processing and database interaction, such as text-to-SQL and knowledge base retrieval. It supports multiple platforms, is open-source, and free of charge.

An MCP server project that allows creating and running Processing sketches through natural language commands, supporting the generation of visual art and games.

An MCP server that implements Harvest time entry recording through natural language processing, supporting intelligent parsing and automatic handling of leave requests

This project uses natural language processing technology to automatically extract key elements from guarantee texts, split clauses, and highlight key points, and output structured data, providing an automated processing solution for legal and financial professionals.

A natural language processing-based intent parsing server that converts user input into structured and executable workflows, providing scalable API interfaces and a reliable processing architecture.

MCP Moni is an MCP server integrated into the Monad testnet, providing blockchain interaction functions for AI assistants, including token balance query, transfer, MON wrapping/unwrapping, block query, NFT creation, and natural language request processing.

An image processing server based on the MCP protocol that realizes professional - level image editing functions through natural language instructions

Auto - Snap MCP is an automated screenshot and document processing tool that can automatically convert screenshots to PDF. It supports operations through natural language commands and is suitable for various system environments.

An MCP server that provides advanced analysis and natural language processing functions, supporting various tools such as dataset analysis, decision analysis, and sentiment analysis.

A server based on the Model Context Protocol (MCP) for securely interacting with Watson Discovery and supporting query operations through natural language processing.

An MSFS SDK documentation query server based on the MCP protocol that provides real-time search, multi-category retrieval, and natural language processing functions to help developers quickly access Microsoft Flight Simulator development documentation.

This project builds a lightweight MCP server that enables interaction between local AI tools and the Claude assistant through Python. It supports processing data files such as CSV and Parquet, facilitating natural language query and analysis.

Inbox MCP is an intelligent email assistant based on Nylas v3. It automates email management through natural language instructions, supports mainstream email services such as Gmail and Outlook, and provides functions such as email filtering, categorization, archiving, and sending, significantly improving email processing efficiency.

An intelligent Pokémon battle strategy assistant based on Algolia search and natural language processing, providing strategic recommendations, attribute restraint analysis, and competitive battle insights.

BNBChain MCP is an AI - based natural language processing toolkit that provides functions for interacting with BNB Chain and other EVM - compatible networks, including block query, smart contract interaction, NFT operations, etc.

This project implements a multi-component platform (MCP) server integrated with Gemini AI, supporting complex tasks such as mathematical operations, string processing, and Keynote integration through natural language commands.

A multi - database intelligent query assistant based on OpenAI GPT and MCP protocol, supporting natural language to SQL conversion, multiple database types, and real - time query processing

A Todo application based on natural language processing that uses the Google Gemini API to parse commands, MongoDB to store data, and achieves real-time updates through the MCP protocol.

The 1NCE IoT Platform MCP Server is a middleware that enables AI assistants to manage the 1NCE IoT connectivity platform through natural language processing, including functions such as querying products, managing orders, and monitoring SIM card status.

An intent parsing server based on natural language processing that converts user input into structured and executable workflows, providing highly scalable and reliable API services.

The MCP Yahoo Finance Server is a tool based on the Yahoo Finance API for obtaining real-time stock data, company information, and historical price data. It integrates the Multi-Client Protocol (MCP) framework to provide seamless communication between clients and the server, and includes a web UI based on FastAPI and DaisyUI, supporting user interaction through an intuitive interface. The project also integrates Azure OpenAI for natural language query processing.