SciSpace, an evolution of Typeset.io, aims to streamline the literature review process for researchers by providing a robust platform for interacting with PDFs. It offers features like text highlighting and research paper discovery from a database of over 200 million documents. This tool is designed to enhance productivity by automating repetitive tasks and facilitating collaboration among researchers, publishers, and institutions.

Semantic Scholar FastMCP Server is designed to streamline academic research by exposing a RESTful API that sits between your application and the Semantic Scholar database. It orchestrates multiple prompt chains (MCP) in parallel—such as metadata retrieval, abstract summarization, citation extraction, and question answering—to produce fully processed results in a single response. Developers can configure each chain’s parameters, swap out language models, or add custom handlers, enabling rapid deployment of literature review assistants, research chatbots, and domain-specific knowledge pipelines without building complex orchestration logic from scratch.