Ask a question. Your agent comes back with the answer, the source and the papers behind it.
A research agent needs three things: a search engine, a way to read what it finds, and the literature. Strale gives it all three through the connection it already has, paid per call.
- Calls3 tools
- One run€0.13
- RoutesAPI, MCP, SDKs and x402

How your agent does it
3 calls, one connection
Someone asks the agent what the research says about large language models in education.
Every step goes through the same key and the same connection, with no account at any of the providers behind them.
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Step 1: Google Search €0.10
Searches Google and gets ranked results, each with its title, link and snippet.
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Opens the best result and turns the page into clean text the model can read.
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Step 3: Academic Paper Search €0.03
Finds the papers behind the claims, with authors, citations and an open-access link.
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The result
The agent answers from a page it actually read, and cites a paper it can link to.
Illustrative example
One run, start to finish
What the agent sends and what comes back, step by step.
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1 Google Search
Agent sends{ "query": "large language models in education research" }Comes back{ "query": "large language models in education research", "results": [ { "position": 1, "title": "Large language models in the classroom: a review", "url": "https://example.org/llm-education-review", "snippet": "A review of how schools and universities use large language models, and what the studies found." } ] } -
2 URL to Markdown
Agent sends{ "url": "https://example.org/llm-education-review" }Comes back{ "title": "Large language models in the classroom: a review", "markdown": "# Large language models in the classroom\n\nStudies since 2023 point to three uses that hold up…", "word_count": 2140 } -
3 Academic Paper Search
Agent sends{ "query": "large language models", "limit": 1 }Comes back · published example{ "papers": [ { "doi": "https://doi.org/10.1016/j.lindif.2023.102274", "type": "article", "title": "ChatGPT for good? On opportunities and challenges of large language models for education", "venue": "Learning and Individual Differences", "authors": [ "Enkelejda Kasneci" ], "abstract": null, "openalex_id": "https://openalex.org/W4323655724", "cited_by_count": 6326, "is_open_access": true, "open_access_url": "https://epub.ub.uni-muenchen.de/125071/1/ChatGPT_for_Good_v3.pdf", "landing_page_url": "https://doi.org/10.1016/j.lindif.2023.102274", "publication_date": "2023-03-09", "publication_year": 2023 } ], "returned": 1 }
What one run costs
Priced per call from the live catalogue, with no subscription and no provider accounts.
- 1 Google Search €0.10
- 2 URL to Markdown Free
- 3 Academic Paper Search €0.03
Free tools cost nothing when called with a key. Each tool is charged only when its call succeeds.
Pay per request from a wallet
Every step of this run is eligible for x402. Your agent pays each request in USDC as it goes: $0.1944 for the run, quoted before anything is paid.
The calls, in code
Each step through the REST API, with one key and the example’s inputs. Your agent passes what one step returns into the next.
The same tools work over MCP and the SDKs, and keyless over x402. Each tool’s page has the call for every route.
Read the docs# Needs an API key. max_price_cents caps what this call may cost.
curl -X POST https://api.strale.io/v1/do \
-H "Authorization: Bearer $STRALE_API_KEY" \
-H 'Content-Type: application/json' \
-d '{
"capability_slug": "google-search",
"inputs": {
"query": "large language models in education research"
},
"max_price_cents": 10
}' # Free tool: works without a key, within a monthly allowance. Add your key for more.
curl -X POST https://api.strale.io/v1/do \
-H 'Content-Type: application/json' \
-d '{
"capability_slug": "url-to-markdown",
"inputs": {
"url": "https://example.org/llm-education-review"
},
"max_price_cents": 5
}' # Needs an API key. max_price_cents caps what this call may cost.
curl -X POST https://api.strale.io/v1/do \
-H "Authorization: Bearer $STRALE_API_KEY" \
-H 'Content-Type: application/json' \
-d '{
"capability_slug": "academic-paper-search",
"inputs": {
"query": "large language models",
"limit": 1
},
"max_price_cents": 3
}' More jobs agents do with Strale
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Give your agent this job today
Start with Google Search, then add the next step through the same connection.