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README.md

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 license: mit
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-
-# Research Tracker MCP Server
-
-A Gradio-based MCP (Model Context Protocol) server that provides research inference utilities for AI assistants and tools. This server offers public-facing APIs to extract and infer research metadata from various sources like papers, repositories, and project pages.
-
-## Features
-
-### MCP Tools Available
-
-- **`infer_authors`**: Extract author names from research papers, repositories, or project URLs
-- **`infer_paper_url`**: Find associated research papers from GitHub repos, project pages, or partial information
-- **`infer_code_repository`**: Locate code repositories from paper URLs or project information
-- **`infer_research_name`**: Extract formal paper/project titles from various inputs
-- **`classify_research_url`**: Classify URLs as Paper, Code, Model, Dataset, Space, or Project
-
-### Supported Input Types
-
-- **arXiv papers**: `https://arxiv.org/abs/2010.11929`
-- **GitHub repositories**: `https://github.com/google-research/vision_transformer`
-- **Hugging Face resources**: Models, Datasets, Spaces, Papers
-- **Project pages**: GitHub Pages, personal websites
-- **Research titles**: Natural language paper titles
-
-## Usage
-
-### As MCP Server
-
-This space can be used as an MCP server by AI assistants that support the MCP protocol. Configure your MCP client with:
-
-```json
-{
-  "mcpServers": {
-    "research-tracker": {
-      "url": "https://YOUR_SPACE_NAME.hf.space/gradio_api/mcp/sse"
-    }
-  }
-}
-```
-
-### Web Interface
-
-The space also provides a web interface for testing the inference functions directly in your browser.
-
-## Architecture
-
-This MCP server delegates all inference logic to the [Research Tracker Backend](https://huggingface.co/spaces/dylanebert/research-tracker-backend) to ensure consistency and avoid code duplication. It serves as a public-facing interface for research inference utilities without requiring database access.
-
-## Examples
-
-### Infer Authors from arXiv Paper
-```python
-infer_authors("https://arxiv.org/abs/2010.11929")
-# Returns: ["Alexey Dosovitskiy", "Lucas Beyer", "Alexander Kolesnikov", ...]
-```
-
-### Find Paper from GitHub Repository
-```python
-infer_paper_url("https://github.com/google-research/vision_transformer")
-# Returns: "https://arxiv.org/abs/2010.11929"
-```
-
-### Classify URL Type
-```python
-classify_research_url("https://huggingface.co/google/vit-base-patch16-224")
-# Returns: "Model"
-```
-
-## Requirements
-
-- Python 3.11+
-- Gradio with MCP support
-- Internet connection for backend API calls
-
-## Development
-
-The server is built with:
-- **Gradio**: Web interface and MCP protocol support
-- **Requests**: HTTP client for backend communication
-- **Backend Integration**: Calls to research-tracker-backend API
-
-## License
-
-MIT License - Feel free to use and modify for your research needs.