{
  "slug": "research-analyst",
  "title": "A research analyst in five tools",
  "promise": "Search the web and the literature, read what you find, run the numbers and write it up.",
  "week": null,
  "url": "https://agentswitchboard.dev/stacks/research-analyst",
  "items": [
    {
      "name": "Parallel",
      "slug": "parallel-web",
      "url": "https://agentswitchboard.dev/agents/parallel-web",
      "iconUrl": "https://agentswitchboard.dev/icons/parallel-web.png?v=eb93951f",
      "description": "Gives AI agents web search, URL extraction, and deep research APIs that return cited, structured results, with Python and TypeScript SDKs, a CLI, and hosted MCP servers.",
      "provider": "Parallel Web Systems",
      "categories": [
        "research"
      ],
      "accessMethods": [
        "api",
        "cli",
        "mcp"
      ],
      "verified": true,
      "official": true,
      "featured": false,
      "authType": "apiKey",
      "why": "Runs plain-language web searches and deep research tasks that come back ranked, structured and cited."
    },
    {
      "name": "Semantic Scholar MCP",
      "slug": "semantic-scholar-mcp",
      "url": "https://agentswitchboard.dev/agents/semantic-scholar-mcp",
      "iconUrl": "https://agentswitchboard.dev/icons/semantic-scholar-mcp.png?v=1d30b052",
      "description": "Searches millions of academic papers on Semantic Scholar and arXiv with citation analysis and full-text PDF extraction. No API key required.",
      "provider": "Community",
      "categories": [
        "research"
      ],
      "accessMethods": [
        "mcp"
      ],
      "verified": true,
      "official": false,
      "featured": false,
      "authType": "none",
      "why": "Finds the papers: searches Semantic Scholar, arXiv and PubMed, follows citations and pulls open-access full text. No API key."
    },
    {
      "name": "Docling",
      "slug": "docling",
      "url": "https://agentswitchboard.dev/agents/docling",
      "iconUrl": "https://agentswitchboard.dev/icons/docling.png?v=ed47b089",
      "description": "Parses PDF, DOCX, PPTX, XLSX, HTML, audio, and image files into a unified DoclingDocument and exports Markdown, HTML, DocTags, or lossless JSON for gen-AI pipelines.",
      "provider": "IBM Research / LF AI & Data",
      "categories": [
        "content-media",
        "data-analytics",
        "research"
      ],
      "accessMethods": [
        "api",
        "cli",
        "mcp"
      ],
      "verified": true,
      "official": false,
      "featured": false,
      "authType": "none",
      "why": "Reads the PDFs, Word, PowerPoint and Excel files you collect, keeping tables and reading order, and hands them over as Markdown."
    },
    {
      "name": "E2B",
      "slug": "e2b",
      "url": "https://agentswitchboard.dev/agents/e2b",
      "iconUrl": "https://agentswitchboard.dev/icons/e2b.png?v=d683f4a0",
      "description": "Secure cloud sandboxes for AI agents to run code. Supports Python, JS, and shell. Persistent filesystem, network access, and sub-100ms cold starts.",
      "provider": "E2B",
      "categories": [
        "browser-computer"
      ],
      "accessMethods": [
        "api",
        "cli"
      ],
      "verified": true,
      "official": false,
      "featured": false,
      "authType": "apiKey",
      "why": "Runs the analysis code in an isolated cloud sandbox, in Python, JavaScript or shell."
    },
    {
      "name": "Notion MCP",
      "slug": "notion-mcp",
      "url": "https://agentswitchboard.dev/agents/notion-mcp",
      "iconUrl": "https://agentswitchboard.dev/icons/notion-mcp.png?v=aee301b1",
      "description": "Official Notion MCP server. Lets AI agents search, read, create, and update Notion pages, databases, and blocks via Model Context Protocol — full workspace access.",
      "provider": "Notion",
      "categories": [
        "scheduling"
      ],
      "accessMethods": [
        "mcp"
      ],
      "verified": true,
      "official": true,
      "featured": false,
      "authType": "oauth2",
      "why": "Writes up the findings as Notion pages and database entries your team can read."
    }
  ]
}