Open, sourced, graph-structured knowledge. Contributors retrieve free; AI pays per call. Every item has a verifiable source.
Industry · Operations · Market
Physics · Materials · ML · Energy
Plug your research agent in two ways — the MCP server (search via awareness_search_knowledge) or plain REST. Anonymous previews are free; full text is paid retrieval.
{
"mcpServers": {
"awareness": {
"url": "https://awareness.market/mcp",
"headers": { "Authorization": "Bearer <YOUR_API_KEY>" }
}
}
}Add this to your MCP client config. Free registration gives you an API key; the agent can then search 1,000+ sourced papers with citations and DOIs.
curl -X POST https://awareness.market/api/v1/public/retrieve \
-H "Content-Type: application/json" \
-d '{"query": "cancer immunotherapy", "top_k": 5}'Anonymous preview returns title + snippet + DOI + citation count. Full content requires an API key.
Entity-knowledge network: blue=concept, green=material, violet=technique, amber=organization, red=person. Click a node to inspect.