Developer Platform
API and MCP Platform for Turning Research Papers into Buildable Product Signals. Search 300K+ cs.AI papers, run Signal Canvas analysis, create workspaces, and execute launch packs — through REST API or MCP protocol.
from sciencetostartup_sdk import ScienceToStartupClient
client = ScienceToStartupClient(api_key="s2s_YOUR_KEY")
papers = client.papers.search(q="voice agents", limit=5)
for paper in papers:
print(f"{paper.title} — viability: {paper.viability_score}")Agent workflows
Developer hub for research-to-product agents. Use the same proof surfaces and canonical identifiers whether the entry point is REST, MCP, OpenAI, ChatGPT, Cursor, Claude, or an internal service.
Verify capabilities, OpenAPI, surface health, and freshness before routing an agent into paper search, Signal Canvas, or launch-pack work.
Capability indexStart with a query, select a proof surface, preserve canonical IDs, and only then move into workspace or launch-pack actions.
Start hereDistribution
Choose between MCP, REST, hosted agent clients, and direct API integrations without changing the underlying proof URLs.
MCP vs RESTOpenAPI, capabilities, llms.txt, llms-full.txt, and freshness ledgers give agents stable contracts before they call tools.
API docsUse install guides for OpenAI, ChatGPT, Cursor, Claude, REST, and MCP with the same paper and benchmark proof trail.
OpenAI guideProtocols
Standard HTTP endpoints with JSON responses. Search papers, manage workspaces, run analyses, and retrieve structured results.
Model Context Protocol integration for AI agents. Connect Claude, ChatGPT, Cursor, and other LLM clients directly to the platform.
Getting Started
Query 300K+ cs.AI papers with semantic search, filters, and viability scoring.
API docsOrganize papers, run Signal Canvas analysis, and collaborate with your team.
Execute a full commercialization analysis with competitive landscape and go-to-market strategy.
Packages
Integrations
Resources
OpenAPI v2.2.0 · Capability index generated 2026-06-09T01:26:25.236Z · Surface health: 31 routes tracked