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About Minicod

Minicod is an academic data API designed to streamline access to research literature by consolidating queries across Semantic Scholar, OpenAlex, and PubMed into a single, unified endpoint. The service returns structured JSON responses that include DOIs and open-access links when available from the upstream sources. It provides an OpenAI-compatible chat completions endpoint for integrating research data into AI workflows, along with an MCP server compatible with tools like Claude Desktop and Cursor. The platform supports citation graph traversal, enabling users to explore relationships between academic papers, and includes journal metadata for deeper context. Additionally, Minicod offers a Skills Marketplace featuring reusable research-workflow instruction bundles to accelerate common academic tasks. This tool is particularly useful for researchers, data scientists, and AI developers who need to programmatically access and analyze academic literature without managing multiple API integrations. By centralizing access to these databases, Minicod reduces complexity and improves efficiency in research workflows.

Key features

  • Unified API for Semantic Scholar, OpenAlex, and PubMed
  • Consistent JSON response schema with DOI and open-access links
  • OpenAI-compatible chat completions endpoint
  • MCP server for integration with AI agents like Claude Desktop and Cursor
  • Citation graph traversal for exploring paper relationships
  • Journal metadata retrieval
  • Skills Marketplace with reusable research-workflow bundles
  • Freemium pricing model

Use cases

  • Integrating academic literature into AI research workflows
  • Automating literature reviews and meta-analyses
  • Building tools that require cross-database academic data access

Pros

  • Unified access to multiple academic databases (Semantic Scholar, OpenAlex, PubMed) via a single endpoint
  • Structured JSON responses with DOIs and open-access links for downstream use
  • OpenAI-compatible chat completions endpoint for seamless integration with AI workflows
  • Citation graph traversal for exploring relationships between academic papers
  • MCP server compatibility with tools like Claude Desktop and Cursor

Cons

  • Dependence on upstream data sources may introduce latency or inconsistencies
  • Requires familiarity with API integration and structured data handling

Frequently asked questions about Minicod

What is Minicod?

Minicod is an academic data API that consolidates queries across Semantic Scholar, OpenAlex, and PubMed into a single endpoint, returning structured JSON responses with DOIs and open-access links.

Who is Minicod designed for?

The tool is designed for researchers, data scientists, and AI developers who need programmatic access to academic literature without managing multiple API integrations.

Does Minicod support AI workflows?

Yes, Minicod provides an OpenAI-compatible chat completions endpoint and an MCP server for integrating research data into AI workflows.

Can Minicod explore relationships between papers?

Yes, Minicod supports citation graph traversal, enabling users to explore relationships between academic papers.

What is the Skills Marketplace in Minicod?

The Skills Marketplace offers reusable research-workflow instruction bundles to accelerate common academic tasks.

How do I get started with Minicod?

Users can start by integrating the API endpoint into their workflows or exploring the MCP server for compatibility with tools like Claude Desktop and Cursor.

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