Research Tracker MCP

Tools

• research_tracker_mcp_classify_research_url Classify the type of research-related URL or input. This tool identifies resource types based on URL patterns: - Paper: arXiv, HuggingFace papers, PDF files - Code: GitHub repositories - Model: HuggingFace model pages - Dataset: HuggingFace dataset pages - Space: HuggingFace space/demo pages - Project: GitHub.io pages - Unknown: Unrecognized patterns. Returns: The field type: "Paper", "Code", "Space", "Model", "Dataset", "Project", or "Unknown"
• research_tracker_mcp_find_research_relationships Find ALL related research resources across platforms for comprehensive analysis. Uses a multi-round discovery approach to build a complete resource graph. This is a comprehensive tool that combines all individual inference tools to provide a complete picture of a research project's ecosystem. It discovers: - Paper URLs (arXiv, HuggingFace) - Code repositories (GitHub) - Models, datasets, and demo spaces (HuggingFace) - Author information and publication dates - License information. Returns: Dictionary containing all discovered related resources
• research_tracker_mcp_infer_authors Infer authors from research paper or project information. This tool extracts author names from: - arXiv papers (via API) - HuggingFace paper pages (via scraping) - GitHub repositories (via API when GITHUB_AUTH is set). Returns: A list of author names as strings, or empty list if no authors found., ["Alec Radford", "Jong Wook Kim", "Chris Hallacy"], , If input_data is invalid or malformed, If external API calls fail after retries
• research_tracker_mcp_infer_code_repository Infer the code repository URL from research-related inputs. This tool discovers code repositories by: - Scraping HuggingFace paper pages for GitHub links - Searching GitHub for repositories by paper title - Extracting repository links from project pages. Returns: The code repository URL (typically GitHub), or empty string if not found, "https://github.com/google-research/vision_transformer"
• research_tracker_mcp_infer_dataset Infer associated HuggingFace dataset from research paper or project information. Returns: HuggingFace dataset URL, or empty string if no dataset found
• research_tracker_mcp_infer_license Infer license information from research repository or project. Returns: License name/type, or empty string if no license found
• research_tracker_mcp_infer_model Infer associated HuggingFace model from research paper or project information. Returns: HuggingFace model URL, or empty string if no model found
• research_tracker_mcp_infer_paper_url Infer the paper URL from various research-related inputs. This tool finds paper URLs by: - Validating existing paper URLs - Searching GitHub repositories for paper links - Converting between arXiv and HuggingFace paper formats - Searching by paper title when provided. Returns: The paper URL (typically arXiv or Hugging Face papers), or empty string if not found, "https://huggingface.co/papers/2103.00020"
• research_tracker_mcp_infer_publication_date Infer publication date from research paper or project information. Returns: Publication date as string (YYYY-MM-DD format), or empty string if not found
• research_tracker_mcp_infer_research_name Infer the research paper or project name from various inputs. Returns: The research name/title, or empty string if not found
• research_tracker_mcp_infer_space Infer associated HuggingFace space from research paper or project information. Returns: HuggingFace space URL, or empty string if no space found
• research_tracker_mcp_process_research_relationships Process research input and return formatted results
• research_tracker_mcp_process_research_relationships_1 Process research input and return formatted results

No tool matches.

As the server's own listing gives them. We never call a tool.