Use This Via API or MCP
Topic pages bundle paper counts, viability trends, author concentration, and top questions into one canonical surface your agents can reference before they open Signal Canvas or create a workspace.
Freshness
Canonical route: /topics
Agent Handoff
Canonical ID web-agents | Route /topic/web-agents
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/topic/web-agentsMCP example
{
"tool": "search_papers",
"arguments": {
"query": "Web Agents",
"cluster": "Web Agents"
}
}source_context
{
"surface": "topic",
"mode": "topic",
"query": "Web Agents",
"normalized_query": "web-agents",
"route": "/topic/web-agents",
"paper_ref": null,
"topic_slug": "web-agents",
"benchmark_ref": null,
"dataset_ref": null
}Web agents automate browser tasks, ranging from simple form completion to complex workflows like ordering groceries. While current benchmarks evaluate general-purpose performance~(e.g., WebArena) or s...
The improvement of web agents on current benchmarks raises the question: Do today's agents perform just as well when the web changes? We introduce TimeWarp, a benchmark that emulates the evolving web ...
We introduce WebChain, the largest open-source dataset of human-annotated trajectories on real-world websites, designed to accelerate reproducible research in web agents. It contains 31,725 trajectori...
Web agents based on large language models (LLMs) rely on observations of web pages -- commonly represented as HTML -- as the basis for identifying available actions and planning subsequent steps. Prio...