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French Business Analyser

这是专为B2B智能体打造的法国企业分析MCP,核心解决LLM分析法国企业时的幻觉问题:实时对接SIREN等9个法国官方注册库,所有数据带查询时间戳,保密/不可获取数据明确标注,无虚构内容。提供12个工具,覆盖供应商风险评分、发票解析、全维度尽职调查等功能,部分工具免费,付费工具需用户授权确认。适用于供应商准入、发票处理、并购尽调等场景,支持SIREN/VAT号、发票文本等输入,输出含风险 verdict及行动建议,可托管或自托管,按调用付费无订阅。

vannelier
vannelier
热度 55.13
最近更新 2026-05-11 17:39:59
分类:数据依赖:MCP 服务 / 第三方 API / 内部调用大模型应用场景:财务 / 数据处理 / 报告撰写 / 法律文档

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add french-business-analyser
Metadata
name
french-business-analyser
version
2.2.0
description
Verified French business data for autonomous B2B agents. Without this MCP, agents hallucinate financial data. With it, they get real-time signals from 9 official registries. 12 tools, pay-per-call.
tags
["b2b","france","supplier","mcp","x402","due-diligence","invoice","bodacc","sirene","inpi","liens","financial-analysis","procurement","fraud-detection","certifications","director-risk"]
author
Vannelier
docs
https://github.com/Vannelier/MCP-business-checker
sourceCode
https://github.com/Vannelier/MCP-business-checker

french-business-analyser

Without this MCP, an AI agent asked to analyse a French supplier will hallucinate financial figures from its training data — revenue, equity ratios, director compensation — presented with full confidence, potentially outdated or wrong. An autonomous payment pipeline cannot make solvency decisions based on an LLM's memory.

With this MCP, the agent queries 9 official French registries in real time. What is verified is stated with its timestamp. What is unavailable is explicitly marked as such — "accounts filed under confidentiality" instead of invented numbers. The agent knows what it doesn't know.

Why this exists — the data is public, the value is the guarantee:

  • No hallucination: every data point comes from an official registry queried at call time, not from LLM training data
  • Explicit uncertainty: when a source is unavailable or accounts are confidential, the response says so — instead of inventing plausible numbers
  • 9 sources, 1 integration: SIRENE, BODACC, VIES, suretesmobilieres.fr, INPI, annuaire-entreprises, ADEME, DGEFP, Agence Bio
  • Deep risk signals: tax liens, social liens, negative equity, director insolvency history — signals that basic company lookups miss entirely
  • Invoice intelligence: extract structured data from French invoices + verify all legally required mentions
  • BODACC done right: insolvency parsing + filing compliance without the false positives that plague most integrations
  • Claude synthesis: verdict + recommended actions + French summary, not a data dump
  • MCP native: zero OAuth2, zero rate limiting — one JSON config block and you're live

Consent gate (important)

Every paid tool requires explicit user approval before the agent proceeds. The agent must show the user the cost and wait for confirmation. Free tools (get_tax_rules, check_liens, get_financial_trend, check_certifications, validate_invoice_compliance) do not trigger payment and can be called autonomously.

The agent must never call parse_invoice, score_supplier, verify_invoice, compare_suppliers, full_due_diligence, or score_director_risk without user consent — both for cost reasons and because these tools submit business data for validation.

Data handling

Inputs accepted

Input Used by Notes
SIREN / VAT number All business lookup tools Public business identifiers
IBAN (optional) score_supplier, verify_invoice Submitted for format and country validation; cache key is a SHA-256 hash (1-hour TTL). The full value is not stored.
Invoice text (optional) parse_invoice only, max 4000 chars Processed by the service to extract structured fields. Not stored, not logged.

The agent should only submit invoice text to parse_invoke when the user has authorized it. For confidential documents, self-host the service (see below).

Service architecture

The MCP endpoint https://mcp-business-checker-production.up.railway.app/mcp runs on Railway and queries the following public French registries and EU validation services on your behalf:

Registry Query input Purpose
INSEE (SIRENE) SIREN Company registration status
BODACC (DILA/OpenDataSoft) SIREN Insolvency procedures, filings
VIES (EU) VAT number + country code VAT validation
suretesmobilieres.fr SIREN Tax/social liens
INPI (data.inpi.fr) SIREN Annual accounts (optional)
annuaire-entreprises (data.gouv.fr) Director names Director cross-check
ADEME / DGEFP / Agence Bio SIREN Certification lookups

Verdict synthesis and invoice field extraction are performed by the Anthropic Claude API, which the service calls server-side. The service does not call any analytics, telemetry, or tracking providers.

Retention

The service uses Redis with explicit TTLs and no persistent database:

  • SIRENE / BODACC / liens / certifications: 24 hours
  • INPI annual accounts: 7 days
  • EU VAT rates: 7 days
  • IBAN validation: 1 hour (hashed cache key only)
  • Score history snapshots: 30 days, max 10 per company
  • Verdicts: never cached (fresh on every call)
  • Invoice text: never stored (processed in-memory, returned to caller, discarded)
  • Logs: correlation IDs, paths, timings only — no business data, no document content

Required credentials

Agent-side: none. The MCP config block below is the only setup required. No API keys, no tokens, no OAuth flow.

Server-side (self-hosters only): see the .env.example in the repository. The service never signs blockchain transactions — it only verifies incoming x402 payment proofs — so no wallet private key is required.

Self-hosting

Use the hosted service for convenience or self-host for full control:

git clone https://github.com/Vannelier/MCP-business-checker.git
cp .env.example .env  # fill in your credentials
docker build -t business-checker-eu .
docker run -p 8000:8000 --env-file .env business-checker-eu

Then point your MCP config to http://localhost:8000/mcp. Full source is available for audit at github.com/Vannelier/MCP-business-checker.

Source code & audit

The server code is open-source: github.com/Vannelier/MCP-business-checker. You can inspect every API call, every cache operation, and every data transformation before deciding to use the hosted version.

Use Cases

1. Analyse d'entreprise / Supplier Risk Analysis

Before paying a supplier or onboarding a new vendor:

  • score_supplier → pay/hold/block verdict with tax/social liens and financial health
  • A company with an active URSSAF pledge (social_lien_active) is automatically blocked — it's not paying its employees' social contributions
  • A company with negative equity (negative_equity) and declining revenue gets a hold — medium-term cessation risk
  • 0.02 EUR per check. 200 invoices/month = 4 EUR/month.

2. Choix de fournisseur / Supplier Selection

Choosing between candidates for a contract or tender:

  • lookup_company for each name → get SIRENs
  • compare_suppliers with 2-5 SIRENs → ranked from safest to riskiest with comparative analysis
  • check_certifications → verify RGE (energy renovation), Qualiopi (training), BIO (organic) if contractually required
  • 0.06 EUR per comparison + free certification checks.

3. Due Diligence / Investissement

Before investing in, acquiring, or partnering with a French company:

  • full_due_diligence → comprehensive report across 6 dimensions: identity, insolvency, liens, financial health, director history, certifications
  • Returns sub-scores per dimension + 5-8 sentence Claude recommendation adapted to context (procurement/payment/contract)
  • score_director_risk → have the directors led companies to bankruptcy before? A serial liquidator is a strong signal.
  • 0.10 EUR for the full report. Replaces hours of manual registry checking.

4. Analyse de facture / Invoice Processing

Automating accounts payable:

  • parse_invoice → extract supplier VAT, SIREN, IBAN, amounts, dates from invoice text (the agent extracts text from PDF, this tool structures it)
  • validate_invoice_compliance → check all 11 legally required mentions for B2B French invoices (date, number, identity, amounts, TVA, penalties, indemnity 40€)
  • score_supplier or verify_invoice → verify the supplier before payment
  • Full pipeline: 0.025 EUR per invoice. Missing the 40€ recovery indemnity mention? Flagged before payment.

5. Monitoring de portefeuille / Portfolio Monitoring

Track changes across your active supplier base (weekly/monthly cron):

  • check_liens (free) → did a new tax/social lien appear since last check?
  • get_financial_trend (free) → equity turned negative? Revenue collapsing?
  • /v1/suppliers/{id}/history → diff between last two scores (new flags, verdict changes, equity status)
  • Free for all monitoring checks. Score snapshots are stored automatically.

6. Vérification de certifications / Certification Compliance

Before signing a contract where certification is legally required:

  • check_certifications → is the RGE certification still active? (expired = no tax credit for the client)
  • Is the training provider Qualiopi-certified? (required for OPCO funding)
  • Is the agricultural supplier actually registered BIO?
  • Free. Official open data from ADEME, DGEFP, Agence Bio.

7. Conformité réglementaire / Regulatory Compliance

Verifying that your company's invoicing is compliant:

  • validate_invoice_compliance → pass your own invoices through the checker before sending them
  • Adapts to context: B2B (full mentions), B2C (simplified), auto-entrepreneur (TVA exoneration)
  • get_tax_rules → confirm the correct VAT rate for the product/service category
  • Free.

What is actually analyzed

A single score_supplier call runs all of the following checks automatically:

SIRENE (identity & age):

  • Company age flags (<90 days, <6 months), RGPD opt-out, NAF sector, workforce range, legal form

BODACC (insolvency & filing compliance):

  • Active vs historical collective procedures (liquidation, redressement, sauvegarde) — 5-year window
  • Cessions and radiations parsed as context without false-positive insolvency flags
  • Section C: accounts filing compliance — SAS/SARL/SA with no filing for >18 months → accounts_filing_overdue (EI/micro exempt)

suretesmobilieres.fr (tax/social liens):

  • Trésor Public pledge (unpaid taxes) → tax_lien_active → automatic block
  • URSSAF pledge (unpaid social contributions) → social_lien_active → automatic block
  • 3+ active pledges → multiple_liens

INPI data.inpi.fr (financial health):

  • Last 3 years: revenue, net result, equity
  • Negative equity → negative_equity (hold signal)
  • No accounts filed → no_accounts_filed
  • ~45% file confidentially → no penalty, flagged as accounts_public=false

VIES + IBAN (VAT validation):

  • VAT number active/invalid/revoked + IBAN format/country
  • IBAN country ≠ VAT country → fraud signal

Cross-source checks:

  • SIRENE active but VIES invalid → status_mismatch
  • Sector vs workforce inconsistency (Claude contextual flag)

Claude synthesis:

  • pay/hold/block verdict + risk level + recommended_actions + French summary

When to use this skill

MUST trigger

Pattern (FR) Pattern (EN)
Payer une facture fournisseur Pay a supplier invoice
Virer de l'argent a un fournisseur Wire money to a vendor
Onboarder un nouveau fournisseur Onboard a new vendor
Verifier un partenaire commercial Verify a business partner
Verifier un SIREN ou numero TVA Check a SIREN or VAT number
Qualifier un fournisseur avant commande Qualify a supplier before ordering
Quel taux TVA appliquer en [pays EU] What VAT rate applies in [EU country]
L'IBAN du fournisseur a change The supplier's IBAN changed
Verifier cette facture avant paiement Verify this invoice before payment
Comparer des fournisseurs Compare vendors for a tender
Lequel de ces fournisseurs est le plus fiable Which supplier is most reliable
Analyser la sante financiere de cette entreprise Analyse this company's financial health
Verifier les dirigeants de cette societe Check the directors of this company
Cette entreprise a-t-elle des dettes fiscales Does this company have tax debts
Extraire les donnees de cette facture Extract data from this invoice
Cette facture est-elle conforme Is this invoice legally compliant
Due diligence sur ce fournisseur Due diligence on this supplier
Verifier les certifications RGE/Qualiopi Verify RGE/Qualiopi certifications

Must NOT trigger

  • Paiements a des particuliers (C2C)
  • Verifications hors France (DE, BE, NL, US, Asie...)
  • Conformite AML/KYC reglementaire
  • Transaction crypto entre wallets
  • Analyse de marche ou sectorielle generique

Payment & Pricing

How payment works: When you call a paid tool, the server returns HTTP 402 with two payment options. Your MCP client picks one automatically — no manual action required.

Method How it works Best for
x402 (USDC on Base) Stateless. Agent pays on-chain, attaches proof to next request. No account, no session. Crypto-native agents, full autonomy
Stripe MPP Session-based. Create a session, get vouchers, spend against balance. Supports cards and stablecoins. Traditional billing, credit cards

5 tools are completely free (no payment required): get_tax_rules, check_liens, get_financial_trend, check_certifications, validate_invoice_compliance.

Cost examples:

  • 200 invoices/month with score_supplier: 4 EUR/month
  • Full due diligence on one company: 0.10 EUR
  • Comparing 3 suppliers: 0.06 EUR

No subscription, no monthly minimum, no hidden fees. You pay exactly what you call.

MCP Configuration

{
  "mcpServers": {
    "french-business-analyser": {
      "url": "https://mcp-business-checker-production.up.railway.app/mcp",
      "transport": "streamable-http",
      "timeout": 15000
    }
  }
}

Tools (12)

Tool Cost Use when
score_supplier 0.02 EUR Before paying, onboarding, or when a payment feels risky
lookup_company 0.005 EUR Find a company's SIREN from its name
compare_suppliers 0.06 EUR Choose between 2-5 vendors
verify_invoice 0.025 EUR Process an invoice (supplier + amounts + VAT in one call)
get_tax_rules Free VAT rates and invoicing rules for any EU country
check_liens Free Quick tax/social liens check (portfolio monitoring)
get_financial_trend Free Annual accounts + revenue/equity trend + Claude analysis
score_director_risk 0.01 EUR Director insolvency history (10-year BODACC cross-check)
check_certifications Free RGE / Qualiopi / BIO from official open data
parse_invoice 0.005 EUR Extract structured fields from French invoice text
validate_invoice_compliance Free Check legally required mentions (B2B/B2C/auto-entrepreneur)
full_due_diligence 0.10 EUR Comprehensive report from all sources combined

Behavior by verdict

Verdict Agent action
pay Proceed. Mention to user: no negative public signal, not a solvency guarantee.
hold Do NOT proceed. Present flags + recommended_actions to human. Wait for explicit confirmation.
block Do NOT proceed. Alert human immediately. Critical issue detected.
incomplete Retry after retry_after seconds. If > 300s, escalate to human.

Critical limitations

  • pay ≠ solvency guarantee. Confidential procedures (mandat ad hoc, conciliation) are invisible.
  • BODACC publication delay: 1-3 business days after court ruling.
  • INPI: optional (requires INPI_USERNAME/INPI_PASSWORD). ~45% of SMEs file confidentially.
  • Coverage: France only. Non-French companies are rejected.
  • Does not replace certified KBis documents or official AML/KYC procedures.