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日本の制度 89-tool MCP — 補助金/法令/判例/税制/適格事業者/採択事例/行政処分/入札/融資。¥3/req、anon 3/日 free
日本の制度 89-tool MCP — 補助金/法令/判例/税制/適格事業者/採択事例/行政処分/入札/融資。¥3/req、anon 3/日 free
The autonomath-mcp server is a well-documented Japanese institutional data search tool with reasonable security practices, but has several moderate concerns that prevent a higher score. The server supports optional API key authentication via environment variables and implements proper credential handling through keyring storage. However, there are observable gaps in input validation, potential information disclosure through error messages, and reliance on remote HTTP fallback mode that could expose users to unexpected API costs or data leakage. The codebase shows good intent around security (device-flow auth, keyring storage, response sanitization) but execution is incomplete in critical areas. Package verification found 1 issue (1 critical, 0 high severity).
4 files analyzed · 10 issues found
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Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-shigetosidumeda-cyber-autonomath-mcp": {
"args": [
"-y",
"jpintel-examples"
],
"command": "npx"
}
}
}From the project's GitHub README.
mcp-name: io.github.shigetosidumeda-cyber/autonomath-mcp
Rebranded 2026-04-30 — 税務会計AI (alternateName) は jpcite に改名されました。
Updated 2026-04-30 — v0.3.2
日本の制度 (補助金 11,684 / 法令本文 154 + 法令メタデータ 9,484 / 判例 2,065 / 税制 50 / 適格事業者 13,801 / 採択事例 2,286 / 行政処分 1,185) を REST + MCP API で検索。一次資料 URL 付き、¥3/req、anon 50/月 free。
English: Search Japanese institutional data via REST + MCP API. 11,684 subsidies + 154 laws full-text + 9,484 law catalog stubs (full-text load incremental) + 2,065 court decisions + 50 tax rulesets + 13,801 invoice registrants + 2,286 adoption cases + 1,185 enforcement records. Primary-source URLs, ¥3/request, 50/month free anonymous.
A search index over Japanese institutional public data, exposed as REST + MCP. Returns records with primary-source URLs.
pack_construction / pack_manufacturing / pack_real_estate that bundle programs + saiketsu + 通達 in 1 req), protocol 2025-06-18, stdio. 36協定 2 tools held behind AUTONOMATH_36_KYOTEI_ENABLED gate/v1/programs/*, /v1/laws/*, /v1/tax_rulesets/*, /v1/case-studies/*, /v1/loan-programs/*, /v1/enforcement-cases/*, /v1/exclusions/*, /v1/am/*. OpenAPI: docs/openapi/v1.jsonAdd to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"autonomath": {
"command": "uvx",
"args": ["autonomath-mcp"]
}
}
}
Restart Claude Desktop, then ask: 「農業に使える東京都の補助金を教えて。」
uvx autonomath-mcp で取得した wheel には DB が同梱されていないため、起動時に
ローカル DB が空であることを検知し、自動で api.jpcite.com への HTTP fallback
モードに切替えます。匿名 50 req/月 は IP 単位で同一に適用 (¥3/req メータリングも同じ)。
{
"mcpServers": {
"autonomath": {
"command": "uvx",
"args": ["autonomath-mcp"],
"env": {
// optional: API key (匿名 50 req/月 を超える場合)
"AUTONOMATH_API_KEY": "ak_live_xxx",
// optional: staging / self-hosted upstream
"AUTONOMATH_API_BASE": "https://api.jpcite.com"
}
}
}
}
HTTP fallback で完全に動作するツール (top 10): search_programs / get_program /
search_case_studies / search_loan_programs / search_enforcement_cases /
search_tax_incentives / search_certifications / list_open_programs /
dd_profile_am (REST chain hint) / rule_engine_check (remote_only)。それ以外
の 89 tools は error: "remote_only_via_REST_API" を返し、対応する REST URL を
案内します。フル機能を使う場合はリポジトリを clone してローカル DB を取得して
ください。
# Primary (X-API-Key header, used across our docs)
curl "https://api.jpcite.com/v1/programs/search?q=農業&prefecture=東京都" \
-H "X-API-Key: YOUR_API_KEY"
# Also supported: Bearer token
curl "https://api.jpcite.com/v1/programs/search?q=農業&prefecture=東京都" \
-H "Authorization: Bearer YOUR_API_KEY"
Get an API key at https://jpcite.com/.
GET /v1/programs/search?q=農業&prefecture=東京都 returns (truncated to 1 result):
{
"total": 47,
"results": [
{
"program_id": "tokyo_agri_dx_2026",
"name": "東京都 農業 DX 推進事業補助金",
"amount_yen_max": 5000000,
"deadline": "2026-06-30",
"source_url": "https://www.metro.tokyo.lg.jp/.../agri_dx.html",
"tier": "A"
}
]
}
89 tools at default gates (39 コア + 50 autonomath; includes Wave 21 + Wave 22 composition tools + Wave 23 industry pack wrappers [pack_construction / pack_manufacturing / pack_real_estate]), MCP protocol 2025-06-18, FastMCP over stdio. 完全なリストと引数は docs/mcp-tools.md を参照 (Single source of truth)。
| Group | Coverage |
|---|---|
| Core (39) | Programs, Case Studies, Loans, Enforcement, Exclusions, Laws, Court Decisions, Bids, Tax Rulesets, Quota probe (get_usage_status) |
| AutonoMath universal (16) | Entity/Fact DB (search_tax_incentives, search_certifications, list_open_programs, enum_values_am, search_by_law, active_programs_at, related_programs, search_acceptance_stats_am, intent_of, reason_answer, get_am_tax_rule, search_gx_programs_am, search_loans_am, check_enforcement_am, search_mutual_plans_am, get_law_article_am) |
| V4 universal (4) | get_annotations, validate, get_provenance, get_provenance_for_fact |
| Phase A (5) | list_static_resources_am, get_static_resource_am, list_example_profiles_am, get_example_profile_am, deep_health_am (36協定 template gated off) |
| Lifecycle / graph (4) | unified_lifecycle_calendar, program_lifecycle, program_abstract_structured, graph_traverse |
| Other (4) | prerequisite_chain, rule_engine_check, query_at_snapshot, list_tax_sunset_alerts |
Full list: docs/mcp-tools.md
WARNING: Both SDKs are pre-release — direct git install only. PyPI / npm publish pending.
OpenAPI spec
docs/openapi/v1.jsonPython SDK (autonomath) — hand-written, lives at sdk/python/autonomath/. Not yet on PyPI. Direct install from git:
pip install "git+https://github.com/shigetosidumeda-cyber/jpintel-mcp.git#subdirectory=sdk/python"
TypeScript / JavaScript SDK (@autonomath/sdk) — lives at sdk/typescript/src/. Not yet on npm. Direct install from git:
npm install "git+https://github.com/shigetosidumeda-cyber/jpintel-mcp.git#subdirectory=sdk/typescript"
The package ships dual ESM + CJS output with .d.ts and exposes both REST (@autonomath/sdk) and MCP (@autonomath/sdk/mcp) entry points. Zero runtime dependencies (uses platform fetch).
Runnable examples
examples/python/ — search by prefecture, check exclusions, program detail, pandas CSV exportexamples/typescript/ — search, exclusions, MCP CLI, Next.js pagepip install autonomath-mcp
# or
uvx autonomath-mcp
All programs cite primary sources — 経産省, 農林水産省 (MAFF), 日本政策金融公庫 (JFC), 総務省, and 47 都道府県公報. 99%+ records carry source_url + source_fetched_at lineage (12 rows are small-municipality programs lacking a dedicated CMS page). Schema documented at /docs/json_ld_strategy.
Tool quality is publicly verifiable: see evals/ for a 79-query gold-standard suite (gold.yaml + run.py) covering 農業 / 製造 / IT / 創業 / 都道府県 / 税制 / 融資 / 採択事例 / prescreen / 行政処分 / cross-dataset / edge cases / 7 one-shot discovery tools (smb_starter_pack / deadline_calendar / subsidy_combo_finder / similar_cases / subsidy_roadmap_3yr / regulatory_prep_pack). Every expected_ids list was generated by calling the live MCP tool against data/jpintel.db; CI runs the suite on every PR. Per-tool precision table: see docs/per_tool_precision.md. Run locally with .venv/bin/python evals/run.py.
GET /v1/me/dashboard — month-to-date spend, request count, cap state, top tools. See docs/dashboard_guide.md.POST /v1/me/alerts/subscribe — subscribe by tool / law_id / program_id / industry_jsic / all, with severity gating (critical / important / info). See docs/alerts_guide.md.GET /v1/stats/coverage (per-prefecture / authority / kind program counts), GET /v1/stats/freshness (per-source source_fetched_at distribution), GET /v1/stats/usage (anonymised request volume).These cohorts ship with the schema in place at launch; tools are gated behind feature flags and primary-source ingest is rolling.
get_annotations, validate, get_provenance/{entity},
get_provenance/fact/{fact}). Ingest landed: examiner_feedback
(~16,474 annotations from 8,189 program-resolved feedback) / gbiz
(~79,876 new corp entities + ~861K corp.* facts) / case-study
supplement (~1,901 new rows). Tool count 55 → 59; am_entities
424,054 → 503,930; am_entity_facts 5.26M → 6.12M. v0.3.0
manifest bump landed 2026-04-25 — pyproject.toml / server.json /
mcp-server.json / dxt/manifest.json / smithery.yaml now report
the post-V4 / post-Phase-A numbers. No env flag — universal once shipped.list_static_resources_am, get_static_resource_am,
list_example_profiles_am, get_example_profile_am,
render_36_kyotei_am, get_36_kyotei_metadata_am, deep_health_am)
wareki / jp_money / jp_constants / templates/saburoku_kyotei)models/premium_response.py + /v1/am/health/deep mounted on
health_router (no AnonIpLimitDep). Default-gate runtime tool count: 89
(36協定 2 tools held behind AUTONOMATH_36_KYOTEI_ENABLED; healthcare +
real_estate cohorts also gated off pending plan execution; query_at_snapshot +
intent_of + reason_answer gated off pending fix).medical_institutions +
care_subsidies (migration 039); +6 MCP tools when
HEALTHCARE_ENABLED=true. Plan: docs/healthcare_v3_plan.md.real_estate_programs +
zoning_overlays (migration 042); +5 MCP tools when
REAL_ESTATE_ENABLED=true. Plan: docs/real_estate_v5_plan.md.api.jpcite.com (Fly.io
Tokyo + Cloudflare Pages + Cloudflare WAF). Token-bucket rate-limit
middleware + WAF managed-ruleset are in front of every request.
See docs/sla.md.site/tokushoho.html.site/llms.txt and site/llms-full.txt (JA);
site/llms.en.txt and site/llms-full.en.txt (EN) for AI-agent
discovery.MIT © 2026 Bookyou株式会社 (T8010001213708) — 代表 梅田茂利
Offline / mirrored copies of the same badges live in badges/
for use in environments where shields.io is unreachable.
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