Semantic Scholar is a free, non-commercial academic search engine built by the Allen Institute for AI (Ai2). It indexes more than 240 million papers from every field of science and uses machine learning to extract meaning from abstracts, citations, figures and tables, so researchers find relevant work faster than with keyword-only search.
Taskade is an AI workspace that turns a single prompt into working business apps, complete with AI agents, automations, databases, tasks and docs — no code required.
Semantic Scholar is a free, non-commercial academic search engine built by the Allen Institute for AI (Ai2). It indexes more than 240 million papers from every field of science and uses machine learning to extract meaning from abstracts, citations, figures and tables, so researchers find relevant work faster than with keyword-only search.
Semantic search across 240M+ papers
Search 241 million-plus publications from every scientific field using natural-language queries that match meaning rather than exact keywords.
AI-generated TLDR summaries
Each indexed paper gets a one-sentence machine-generated TLDR so you can triage results before committing to reading the full text.
Semantic Reader
An augmented PDF reader that highlights citations, definitions, equations and figures inline, and shows which later papers cited the passage you are reading.
Citation context and influence signals
See how a paper was cited, whether citations were influential, and which references shaped the work — useful for literature reviews and citation chasing.
強み・メリット
+Free to use with no paywall, subscription or credit limits
+Very broad coverage spanning 240M+ papers in all scientific fields
Semantic ranking and AI TLDRs surface relevant work that keyword search misses
+Semantic Reader adds inline citations, definitions and figures during reading
+Public API with documentation makes programmatic research workflows practical
+Run by a non-profit research institute (Ai2), so incentives are academic rather than commercial
制約・デメリット
–Indexing lag means the newest preprints are not always immediately available
–TLDR summaries are machine-generated and can oversimplify nuanced findings
–Full text is frequently limited to what publishers or repositories expose
–Not a citation manager: no built-in PDF library, BibTeX export workflow or note system
–Interface is functional rather than polished compared with commercial research tools
Taskade
Taskade is an AI workspace that turns a single prompt into working business apps, complete with AI agents, automations, databases, tasks and docs — no code required.
Prompt-to-app builder (Taskade Genesis)
Describe an app in a sentence and Taskade generates a working, hosted web app — CRM, dashboard, portal, tracker, booking page — with its own database, no servers or setup to manage.
Custom AI agents and agent teams
Give each agent a role, tools, commands and knowledge sources, train it on your files, projects and websites, and group agents into teams so the right one answers or several work together.
Automations with AI steps
Build trigger-based flows that run 10 to 1,000+ times a month depending on plan, include AI and agent steps, and connect to Gmail, Slack, Google Sheets, HubSpot, Stripe and 100+ other services.
Unified projects, docs, notes and mind maps
Tasks, documents, notes, mind maps and databases live in the same workspace as your agents and apps, so the AI reasons over the same context your team works in.
強み・メリット
+One prompt produces a genuinely working app with hosting and a database included
+AI agents, automations, projects, docs and mind maps all live in the same workspace
+Free tier is usable and 1,000+ ready-made app kits and templates cut setup time to minutes
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Available on web, iOS, Android, macOS, Windows and Linux with real-time sync
+MCP server, SKILL.md and developer API make it easy to drive from Claude, Cursor or VS Code
+Bring-your-own-key support on paid plans keeps AI costs under your control
制約・デメリット
–Free plan has no monthly AI credits, so you must invite people or share to earn some
–Per-plan user seats mean credits and agent limits are shared across the whole workspace
–A credit-based AI system can feel unpredictable if usage spikes
–Best suited to small and mid-sized teams; deep data modelling or strict enterprise governance may outgrow it
–Plan changes are not available in the App Store version
特化型Broader real-time web search capabilities with academic filters, but less specialized for deep bibliographic citation analysis than Semantic Scholar.
特化型Zapier is a no-code automation and AI orchestration platform that connects thousands of apps so you can build automated workflows, AI agents and chatbots without writing code, and govern them with enterprise-grade controls.
特化型Glide is a no-code platform that transforms the Excel files, Google Sheets and databases your team already runs on into shareable business apps and AI agents — buildable by anyone, ready in minutes rather than months.
特化型Broader real-time web search capabilities with academic filters, but less specialized for deep bibliographic citation analysis than Semantic Scholar.
特化型Zapier is a no-code automation and AI orchestration platform that connects thousands of apps so you can build automated workflows, AI agents and chatbots without writing code, and govern them with enterprise-grade controls.
特化型Glide is a no-code platform that transforms the Excel files, Google Sheets and databases your team already runs on into shareable business apps and AI agents — buildable by anyone, ready in minutes rather than months.
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