AutonoMath for AI agent developers

1. Japanese-program RAG in Claude Desktop

Add the MCP server to your config and Claude searches programs, adoptions, loans, and laws on its own. Natural-language queries like "Tokyo subsidies for construction, around 5M yen" decompose internally into search_programs + check_exclusion.

2. Build subsidy SaaS in Cursor / Copilot

Connect MCP from Cursor and the Cursor agent calls AutonoMath tools directly while it generates types and implementation. Importing the OpenAPI spec also gives you fully type-safe client code.

3. GPTs Actions / Dify / LangChain

Import the OpenAPI 3.1 spec as a ChatGPT GPT Action and you have a Japanese-program search GPT instantly. Dify and LangChain take it as a REST tool.

4. Compliance feature inside your own SaaS

Add "applicable subsidies", "invoice-system status", and "enforcement check" features to accounting / sales / legal SaaS. ¥3/req metered scales linearly with end-user count, with no fixed cost. White-label is fine.

5. Embed in enterprise RAG

Combine internal Confluence with AutonoMath in a single RAG. combined_compliance_check / trace_program_to_law chain program → statute → circular in one search.

curl (anonymous, 50 free/mo)

curl 'https://api.autonomath.ai/v1/programs/search?\
q=DX&tier=S,A&limit=5'

# OpenAPI spec
curl https://api.autonomath.ai/v1/openapi.json

No signup. JST first-of-month reset.

Python + httpx (commercial, ¥3/req)

import httpx
client = httpx.Client(
  base_url="https://api.autonomath.ai/v1",
  headers={"X-API-Key": "sk_..."}
)
r = client.get("/programs/search",
               params={"q": "DX", "limit": 5})
for p in r.json()["items"]:
    print(p["name"], p["source_url"])

Use httpx.AsyncClient for async.

Claude Desktop (MCP native)

// ~/Library/Application Support/
//   Claude/claude_desktop_config.json
{
  "mcpServers": {
    "autonomath": {
      "command": "uvx",
      "args": ["autonomath-mcp"],
      "env": {
        "AUTONOMATH_API_KEY": "sk_...",
        "AUTONOMATH_ENABLED": "true"
      }
    }
  }
}

PyPI: autonomath-mcp; uvx launches in place.

Discovery (7 tools)

• smb_starter_pack
• subsidy_combo_finder
• deadline_calendar
• dd_profile_am
• similar_cases
• regulatory_prep_pack
• subsidy_roadmap_3yr

Cross-dataset glue

• combined_compliance_check
• trace_program_to_law
• search_tax_incentives
• reason_answer
• list_tax_sunset_alerts

Autonomath (17 V1 tools)

• search_certifications
• list_open_programs
• active_programs_at
• search_acceptance_stats_am
• search_loans_am
• check_enforcement_am
• get_law_article_am

See all 66 tool schemas →