Academic-Free-MCP-Servers

<p align="right"> <strong>English</strong> | </p> <div align="center"> <img src="./docs/images/logo.png" width="120" /> # Academic Agents Studio ### 🤖 Next-Generation Academic Intelligence Application Service Platform <p> <strong>AI-Driven Intelligence Platform for Academic Research</strong><br> Supports paper writing, literature analysis, code interpretation, multi-language translation, and more. </p> [![Github][Github-image]][Github-url] [![License][License-image]][License-url] [![Python][Python-image]][Python-url] [![Gradio][Gradio-image]][Gradio-url] [![Stars][Stars-image]][Stars-url] [Github-image]: https://img.shields.io/badge/GitHub-Repository-black?style=flat-square&logo=github [License-image]: https://img.shields.io/badge/License-MIT-orange?style=flat-square [Python-image]: https://img.shields.io/badge/Python-3.9+-blue?style=flat-square&logo=python [Gradio-image]: https://img.shields.io/badge/Gradio-Web%20UI-yellow?style=flat-square [Stars-image]: https://img.shields.io/github/stars/AcademicAgentsStudio?style=flat-square [Github-url]: https://github.com/AcademicAgentsStudio [License-url]: https://github.com/AcademicAgentsStudio/blob/master/LICENSE [Python-url]: https://www.python.org/ [Gradio-url]: https://gradio.app/ [Stars-url]: https://github.com/AcademicAgentsStudio/stargazers # Free Academic Agents MCP Server    </div> ## 🎓 Project Overview **Free Academic Agents MCP Server** is an intelligent service platform designed specifically for academic research and scientific researchers. We aim to provide high-quality, professional academic support services to researchers and scholars worldwide, leveraging advanced artificial intelligence technology to enhance research efficiency and paper writing quality. ### 🌟 Core Philosophy - **🆓 Free Service**: Fully committed to providing free academic intelligence services to academic users. - **🔬 Academic Expertise**: AI services optimized specifically for academic scenarios. - **🌍 Global Service**: Supports multiple languages, serving researchers worldwide. - **⚡ Efficient and Convenient**: Based on the MCP protocol, seamlessly integrated into your academic workflow. ## 📊 Service Overview Currently, we offer core academic intelligence services covering the primary needs of academic research: ### 1️⃣ Academic Writing Service (FreeAcademicWrite) **Professional Academic Text Processing and Optimization Platform** 🔧 **Core Features**: - **Academic Text Refining** - Grammar optimization, sentence improvement, and readability enhancement for Chinese academic texts. - **Grammar Error Checking** - Precise grammar and spelling proofreading for English academic texts. - **Intelligent Translation** - Automatic language recognition and accurate translation of academic content in various languages. - **Academic English-Chinese Translation** - High-quality bidirectional translation services for academic scenarios. 🎯 **Applicable Scenarios**: - Paper writing and editing - Academic report optimization - Research proposal refinement - International journal submission preparation ### 2️⃣ Web Search Service (FreeWebSearch) **Intelligent Academic Information Retrieval and Analysis System** 🔧 **Core Features**: - **Multi-Model Retrieval** - Integrated multiple search judgment models for precise query intent understanding. - **Semantic Understanding** - Deep understanding of academic queries, providing more relevant results. - **Real-Time Information** - Access to the latest research trends, policy changes, and academic news. - **Full-Stack Retrieval** - Integration of academic databases, news resources, official documents, and multi-source information. 🎯 **Applicable Scenarios**: - Literature research and review - Tracking latest research trends - Policy and regulation queries - Background material collection ### 3️⃣ Chart Visualization Service (FreeAcademicChart) **Professional Academic Data Visualization Solution** 🔧 **Core Features**: - **Multiple Chart Types** - Supports over 10 types of charts, including bar charts, line charts, pie charts, and more. - **Highly Customizable** - Customizable labels, data, colors, and style configurations. - **Academic Standards** - Compliant with academic publishing standards for chart quality. - **Instant Generation** - Rapid generation of high-quality chart URLs for direct citation. 🎯 **Applicable Scenarios**: - Research data visualization - Paper chart creation - Academic report illustration - Data analysis display ### 4️⃣ Result Format Conversion Service (FreeAcademicFormatter) **Intelligent Tool Result Format Conversion and Optimization** 🔧 **Core Features**: - **HTML Formatting** - Intelligent conversion of external tool results into concise HTML format. - **Markdown Conversion** - Basic conversion from text to Markdown format. - **Custom Configuration** - Supports using default large models for formatting processing. - **Multi-Scenario Adaptation** - Optimized visualization presentation of tool return content on front-end pages. 🎯 **Applicable Scenarios**: - Front-end display of tool return results - Academic report content formatting - Data visualization pre-processing - Multi-format document conversion ## 🚀 Quick Start ### Environment Requirements - Python 3.8+ - MCP (Model Context Protocol) Client ### Service Configuration All services are managed through the `Academic_Free_MCP_Servers.json` configuration file: ```json { "FreeAcademicWrite": { "name": "Free Academic Writing Service", "url": "https://academicwrite.freemcps.aiearth.vip/sse", "headers": { "Authorization": "Bearer aioagi.tech" }, "description": "AI-driven academic writing assistance, including text refining, grammar checking, intelligent translation, and academic English-Chinese translation.", "enabled": true }, "FreeWebSearch": { "name": "Free Web Search Service", "url": "https://websearch.freemcps.aiearth.vip/sse", "headers": { "Authorization": "Bearer aioagi.tech" }, "description": "Intelligent academic information retrieval and analysis system with multi-model retrieval, semantic understanding, and real-time information access.", "enabled": true }, "FreeAcademicChart": { "name": "Free Academic Chart Visualization Service", "url": "https://academicchart.freemcps.aiearth.vip/sse", "headers": { "Authorization": "Bearer aioagi.tech" }, "description": "Professional academic data visualization solution with multiple chart types, high customization, and instant generation.", "enabled": true }, "FreeAcademicFormatter": { "name": "Free Result Format Conversion Service", "url": "https://academicchart.freemcps.aiearth.vip/sse", "headers": { "Authorization": "Bearer aioagi.tech" }, "description": "Intelligent conversion of tool results into concise HTML format, with Markdown conversion and custom configuration.", "enabled": true } } ``` ## 🔧 Technical Features ### Advanced Architecture - **MCP Protocol**: Adopts the latest Model Context Protocol for efficient communication. - **SSE Transmission**: Real-time data transmission based on Server-Sent Events. - **Modular Design**: Each service is independently deployed without interference. ### Performance Optimization - **Intelligent Caching**: Reduces repeated requests and improves response speed. - **Load Balancing**: Supports high concurrent access. - **Fault Tolerance**: Ensures service stability. ### Security Assurance - **Authentication and Authorization**: Secure API key management. - **Data Privacy**: Strict protection of user academic data. - **Service Monitoring**: Real-time service status monitoring. ## 🌍 Service Support ### Language Support - **English**: Professional English academic text processing. - **Multi-Language**: Supports translation services for major international languages. ### Discipline Coverage - Computer Science and Technology - Biomedical and Life Sciences - Physics and Materials Science - Chemistry and Chemical Engineering - Mathematics and Statistics - Economics and Management - Humanities and Social Sciences ## 🚀 Development Plan ### Service Expansion Plan We are actively developing more professional academic intelligence MCP services to meet researchers' needs in different scenarios: #### 🔬 Upcoming Services **📚 Free Academic Library Service** - Intelligent literature retrieval and recommendation - Automatic citation format generation - Literature note and annotation management - Academic knowledge graph construction **📊 Free Academic Analysis Service** - Integrated statistical analysis tools - Machine learning model training - Experimental data processing - Result visualization and interpretation **🤖 Free Academic AI Assistant Service** - Personalized research suggestions - Academic schedule management - Peer review assistance - Research project planning **🌐 Free Academic Collaboration Service** - Cross-institutional research collaboration - Academic resource sharing - Online academic conference support - Intellectual property protection #### 🎯 Long-Term Vision Our goal is to build a complete **Academic Agents ecosystem**, covering the entire lifecycle of academic research: 1. **Pre-Research**: Literature research, topic analysis, and plan design 2. **Research Process**: Data collection, experiment execution, and result analysis 3. **Output**: Paper writing, chart creation, and academic publication 4. **Knowledge Dissemination**: Academic exchange, peer review, and knowledge sharing ## 🌟 Join Our Community Welcome to join the **Academic Agents Studio** community! Here, you can: - 💬 **Share Usage Experience**: Share usage tips and best practices. - 🐛 **Report Issues**: Report bugs and suggest improvements. - 🎯 **Feature Discussion**: Participate in new feature design and suggest demands. - 📚 **Academic Exchange**: Exchange research experiences with other scholars. - 🚀 **Early Access**: Experience new features and updates firsthand. ### 📱 Scan to Join the Group <div align="center"> <table> <tr> <td align="center"> <img src="./docs/images/QQ_group.png" width="200" alt="QQ Group QR Code"/><br> <strong>🐧 QQ Discussion Group</strong><br> <em>Academic Agents Studio</em> </td> <td align="center"> <img src="./docs/images/Wechat_group.png" width="200" alt="WeChat Group QR Code"/><br> <strong>💬 WeChat Discussion Group</strong><br> <em>Academic Agents Studio</em> </td> </tr> </table> </div> > [!TIP] > **Group Benefits**: > - 🎁 New user exclusive configuration guide > - 📖 Exclusive usage tutorials and templates > - 🔥 Latest feature testing > - 💡 One-on-one technical support > - 📊 Academic resource sharing ## 📞 Contact and Support ### Technical Support - **Website**: [https://aioagi.tech](https://aioagi.tech) - **Email**: aioagi@aioagi.tech - **Community**: Join our academic discussion group ### Feedback and Suggestions We highly value user feedback and suggestions. If you encounter any issues during use or have suggestions for feature improvements, please contact us through: - GitHub Issues - Email feedback: aioagi@aioagi.tech - Online customer service: Visit the official website for real-time support ## 📄 License Agreement This project adopts an open-source license agreement and is provided free of charge to academic users. Please note: - ✅ Completely free for academic research use - ✅ Free for educational institutions - ✅ Unlimited for individual learning and research - ❌ Prohibited for commercial purposes - ❌ Prohibited for malicious use or service abuse ## 🙏 Acknowledgments Thank you to all researchers and developers who have contributed to academic research and open science. The mission of **Free Academic Agents** is to promote academic research progress through technological innovation and provide better tools and services for the global academic community. **🌟 Empowering Academic Research with AI!** *© 2025 Academic Agents Studio Team. All rights reserved.*