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Compare French companies

compare_french_companies
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Use when asked to compare, rank or choose between 2 to 5 French companies (customers, prospects, suppliers, competitors). Returns a cross-table (identity, deterministic default-risk score, latest filed accounts with their accounting scope, BODACC legal alerts, sanctions screening of the legal name), per-axis rankings and, importantly, an explicit comparabilite block stating when the companies are NOT comparable (different sectors, different sizes, a holding in the batch). NEVER returns an overall winner: a holding with no debt outranks a large industrial group on default risk, which would be misread as a verdict on quality. Since 2026-09-08 nine rankings (risk, revenue, net result, EBITDA margin, lowest debt ratio, liquidity, revenue growth, cash vs short-term debt, seniority) each carry a status in eligibilite_classements (statut autorise/interdit with raison, type evaluatif/descriptif, donnee, perimetre, exercices, couverture): the evaluative risque_le_plus_faible is served ONLY when the batch is comparable for a score and the ranked scores rest on exactly the same axes (axes_communs); amounts are forbidden across different fiscal years, ratios also across different sectors or sizes; a forbidden ranking is absent from classements, never rank companies from solidite.score_risque or the ratios yourself when it is interdit. solidite.classement_risque repeats per company whether it is eligible, ranked, and why not (score_non_concluant, axes_differents); the score stays served with its couverture_axes. Billed per company at $0.12 via x402, the amount is the unit price times the number of SIREN. A batch holding such a SIREN (sole proprietorship, restricted diffusion, group without legal personality) is refused whole: 400, never charged, sirens_refuses gives each refused SIREN and its code; replay without them. When you report a result, cite its citation verbatim.

Input Schema

NameRequiredDescriptionDefault
sirensYesList of 2 to 5 nine-digit SIRENs
api_keyNoOptional Sirenic API key (srn_live_…) to pay with prepaid credits instead of x402, with no wallet needed. Get one at https://api.sirenic.eu/compte?utm_source=api&utm_campaign=mcp. Ignored when x_payment is provided (the signed payment wins). On insufficient balance the tool returns a credits error, not an x402 quote.
x_paymentNoOptional signed x402 PAYMENT-SIGNATURE header value. Omit to receive the payment quote.

Output Schema

NameRequiredDescriptionDefault
hintNoHow to settle the quote, present when payment_required is true.
quoteNoThe signable x402 payment requirements when payment_required is true: {x402Version, accepts[]} where each entry carries scheme, network, amount, asset and payTo (USDC and EURC options at the same numeric amount). Sign one entry and call again with `x_payment`.
resultatNoThe endpoint's JSON response when payment_required is false. Paid responses carry `source`, `disclaimer` and an Ed25519 signature, and every paid JSON response carries a `provenance` array (all tools since 2026-09-06): one entry per block served, with the official register, licence, version, `empreinte_sha256` (full snapshots), `as_of` date and `precision_as_of` (what that date means), plus the common per-block envelope: `etat` in a closed list (servi, absence_mesuree, absence_non_conclusive, partiel, perime, indisponible, sans_objet), `motif` when unavailable, `age_jours` (only for publication or ingestion dates), `couverture` (complete / partielle / non_mesurable with its measure) and `confiance` in bands (faible / moyenne / forte, only where a measure grounds it, never averaged across blocks). Read the states before the numbers: an absence_non_conclusive, indisponible or partiel block is never « nothing to report »; only absence_mesuree asserts an absence. Register codes: GET /v1/provenance/registres ; states, closed lists and reading rules: GET /v1/lecture (both free). The PDF tools carry no JSON envelope (the PDF report prints it).
free_tierNoFree API key offer for this tool, present with a quote.
payment_requiredYesTrue when this response is an x402 payment quote instead of data: settle one of the quote's `accepts` options and call the tool again with `x_payment`.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / properties / resultat / description
      Previous value: -"The endpoint's JSON response when payment_required is false. Paid responses carry `source`, `disclaimer` and an Ed25519 signature, and every paid JSON response carries a `provenance` array (all tools since 2026-09-06) — one entry per block served, with the official register, licence, version, `empreinte_sha256` (full snapshots), `as_of` date and `precision_as_of` (what that date means), plus the common per-block envelope: `etat` in a closed list (servi, absence_mesuree, absence_non_conclusive, partiel, perime, indisponible, sans_objet), `motif` when unavailable, `age_jours` (only for publication or ingestion dates), `couverture` (complete / partielle / non_mesurable with its measure) and `confiance` in bands (faible / moyenne / forte, only where a measure grounds it, never averaged across blocks). Read the states before the numbers: an absence_non_conclusive, indisponible or partiel block is never « nothing to report » — only absence_mesuree asserts an absence. Register codes: GET /v1/provenance/registres ; states, closed lists and reading rules: GET /v1/lecture (both free). The PDF tools carry no JSON envelope (the PDF report prints it)."New value: +"The endpoint's JSON response when payment_required is false. Paid responses carry `source`, `disclaimer` and an Ed25519 signature, and every paid JSON response carries a `provenance` array (all tools since 2026-09-06): one entry per block served, with the official register, licence, version, `empreinte_sha256` (full snapshots), `as_of` date and `precision_as_of` (what that date means), plus the common per-block envelope: `etat` in a closed list (servi, absence_mesuree, absence_non_conclusive, partiel, perime, indisponible, sans_objet), `motif` when unavailable, `age_jours` (only for publication or ingestion dates), `couverture` (complete / partielle / non_mesurable with its measure) and `confiance` in bands (faible / moyenne / forte, only where a measure grounds it, never averaged across blocks). Read the states before the numbers: an absence_non_conclusive, indisponible or partiel block is never « nothing to report »; only absence_mesuree asserts an absence. Register codes: GET /v1/provenance/registres ; states, closed lists and reading rules: GET /v1/lecture (both free). The PDF tools carry no JSON envelope (the PDF report prints it)."
  2. Changed4 schema fields changed
    • removedInput schema / additionalProperties
      Removed value: -false
    • addedOutput schema / properties / free_tier / propertyNames
      Added value: +{
      +  "type": "string"
      +}
    • addedOutput schema / properties / quote / propertyNames
      Added value: +{
      +  "type": "string"
      +}
    • addedOutput schema / properties / resultat / propertyNames
      Added value: +{
      +  "type": "string"
      +}
  3. Changed7 schema fields changed
    • addedInput schema / properties / api_key
      Added value: +{
      +  "description": "Optional Sirenic API key (srn_live_…) to pay with prepaid credits instead of x402, with no wallet needed. Get one at https://api.sirenic.eu/compte?utm_source=api&utm_campaign=mcp. Ignored when x_payment is provided (the signed payment wins). On insufficient balance the tool returns a credits error, not an x402 quote.",
      +  "type": "string"
      +}
    • addedInput schema / properties / x_payment
      Added value: +{
      +  "description": "Optional signed x402 PAYMENT-SIGNATURE header value. Omit to receive the payment quote.",
      +  "type": "string"
      +}
    • addedOutput schema / properties / free_tier
      Added value: +{
      +  "additionalProperties": {},
      +  "description": "Free API key offer for this tool, present with a quote.",
      +  "type": "object"
      +}
    • addedOutput schema / properties / hint
      Added value: +{
      +  "description": "How to settle the quote, present when payment_required is true.",
      +  "type": "string"
      +}
    • changedOutput schema / properties / payment_required / description
      Previous value: -"Always false on this connector: every call is billed to the connected Sirenic account, never paid by the client."New value: +"True when this response is an x402 payment quote instead of data: settle one of the quote's `accepts` options and call the tool again with `x_payment`."
    • addedOutput schema / properties / quote
      Added value: +{
      +  "additionalProperties": {},
      +  "description": "The signable x402 payment requirements when payment_required is true: {x402Version, accepts[]} where each entry carries scheme, network, amount, asset and payTo (USDC and EURC options at the same numeric amount). Sign one entry and call again with `x_payment`.",
      +  "type": "object"
      +}
    • changedOutput schema / properties / resultat / description
      Previous value: -"The endpoint's JSON response when payment_required is false. Paid responses carry `source`, `disclaimer` and an Ed25519 signature, and every paid JSON response carries a `provenance` array (all tools since 2026-09-06), one entry per block served, with the official register, licence, version, `empreinte_sha256` (full snapshots), `as_of` date and `precision_as_of` (what that date means), plus the common per-block envelope: `etat` in a closed list (servi, absence_mesuree, absence_non_conclusive, partiel, perime, indisponible, sans_objet), `motif` when unavailable, `age_jours` (only for publication or ingestion dates), `couverture` (complete / partielle / non_mesurable with its measure) and `confiance` in bands (faible / moyenne / forte, only where a measure grounds it, never averaged across blocks). Read the states before the numbers: an absence_non_conclusive, indisponible or partiel block is never « nothing to report », only absence_mesuree asserts an absence. Register codes: GET /v1/provenance/registres ; states, closed lists and reading rules: GET /v1/lecture (both free)."New value: +"The endpoint's JSON response when payment_required is false. Paid responses carry `source`, `disclaimer` and an Ed25519 signature, and every paid JSON response carries a `provenance` array (all tools since 2026-09-06) — one entry per block served, with the official register, licence, version, `empreinte_sha256` (full snapshots), `as_of` date and `precision_as_of` (what that date means), plus the common per-block envelope: `etat` in a closed list (servi, absence_mesuree, absence_non_conclusive, partiel, perime, indisponible, sans_objet), `motif` when unavailable, `age_jours` (only for publication or ingestion dates), `couverture` (complete / partielle / non_mesurable with its measure) and `confiance` in bands (faible / moyenne / forte, only where a measure grounds it, never averaged across blocks). Read the states before the numbers: an absence_non_conclusive, indisponible or partiel block is never « nothing to report » — only absence_mesuree asserts an absence. Register codes: GET /v1/provenance/registres ; states, closed lists and reading rules: GET /v1/lecture (both free). The PDF tools carry no JSON envelope (the PDF report prints it)."
  4. Changed6 schema fields changed
    • removedInput schema / properties / api_key
      Removed value: -{
      -  "description": "Optional Sirenic API key (srn_live_…) to pay with prepaid credits instead of x402 — no wallet needed. Get one at https://api.sirenic.eu/compte. Ignored when x_payment is provided (the signed payment wins). On insufficient balance the tool returns a credits error, not an x402 quote.",
      -  "type": "string"
      -}
    • removedInput schema / properties / x_payment
      Removed value: -{
      -  "description": "Optional signed x402 PAYMENT-SIGNATURE header value. Omit to receive the payment quote.",
      -  "type": "string"
      -}
    • removedOutput schema / properties / hint
      Removed value: -{
      -  "description": "How to settle the quote, present when payment_required is true.",
      -  "type": "string"
      -}
    • changedOutput schema / properties / payment_required / description
      Previous value: -"True when this response is an x402 payment quote instead of data: settle one of the quote's `accepts` options and call the tool again with `x_payment`."New value: +"Always false on this connector: every call is billed to the connected Sirenic account, never paid by the client."
    • removedOutput schema / properties / quote
      Removed value: -{
      -  "additionalProperties": {},
      -  "description": "The signable x402 payment requirements when payment_required is true: {x402Version, accepts[]} where each entry carries scheme, network, amount, asset and payTo (USDC and EURC options at the same numeric amount). Sign one entry and call again with `x_payment`.",
      -  "type": "object"
      -}
    • changedOutput schema / properties / resultat / description
      Previous value: -"The endpoint's JSON response when payment_required is false. Paid responses carry `source`, `disclaimer` and an Ed25519 signature, and every paid JSON response carries a `provenance` array (all tools since 2026-09-06) — one entry per block served, with the official register, licence, version, `as_of` date and `precision_as_of` (what that date means), plus the common per-block envelope: `etat` in a closed list (servi, absence_mesuree, absence_non_conclusive, partiel, perime, indisponible, sans_objet), `motif` when unavailable, `age_jours` (only for publication or ingestion dates), `couverture` (complete / partielle / non_mesurable with its measure) and `confiance` in bands (faible / moyenne / forte, only where a measure grounds it, never averaged across blocks). Read the states before the numbers: an absence_non_conclusive, indisponible or partiel block is never « nothing to report » — only absence_mesuree asserts an absence. Register codes: GET /v1/provenance/registres ; states, closed lists and reading rules: GET /v1/lecture (both free). The PDF tools carry no JSON envelope (the PDF report prints it)."New value: +"The endpoint's JSON response when payment_required is false. Paid responses carry `source`, `disclaimer` and an Ed25519 signature, and every paid JSON response carries a `provenance` array (all tools since 2026-09-06), one entry per block served, with the official register, licence, version, `empreinte_sha256` (full snapshots), `as_of` date and `precision_as_of` (what that date means), plus the common per-block envelope: `etat` in a closed list (servi, absence_mesuree, absence_non_conclusive, partiel, perime, indisponible, sans_objet), `motif` when unavailable, `age_jours` (only for publication or ingestion dates), `couverture` (complete / partielle / non_mesurable with its measure) and `confiance` in bands (faible / moyenne / forte, only where a measure grounds it, never averaged across blocks). Read the states before the numbers: an absence_non_conclusive, indisponible or partiel block is never « nothing to report », only absence_mesuree asserts an absence. Register codes: GET /v1/provenance/registres ; states, closed lists and reading rules: GET /v1/lecture (both free)."
  5. Changed1 schema field changed
    • changedOutput schema / properties / resultat / description
      Previous value: -"The endpoint's JSON response when payment_required is false. Paid responses carry `source`, `disclaimer` and an Ed25519 signature; KYB, batch KYB, sanctions, intelligence and the five invoicing tools (prepare_french_invoice_file, prepare_european_invoice_file, prepare_french_einvoicing_recipient, verify_iban_bank, validate_eu_vat_number) also carry a `provenance` array — one entry per block served, with the official register, licence, version, `as_of` date and `precision_as_of` (what that date means). Codes are documented at GET /v1/provenance/registres (free)."New value: +"The endpoint's JSON response when payment_required is false. Paid responses carry `source`, `disclaimer` and an Ed25519 signature, and every paid JSON response carries a `provenance` array (all tools since 2026-09-06) — one entry per block served, with the official register, licence, version, `as_of` date and `precision_as_of` (what that date means), plus the common per-block envelope: `etat` in a closed list (servi, absence_mesuree, absence_non_conclusive, partiel, perime, indisponible, sans_objet), `motif` when unavailable, `age_jours` (only for publication or ingestion dates), `couverture` (complete / partielle / non_mesurable with its measure) and `confiance` in bands (faible / moyenne / forte, only where a measure grounds it, never averaged across blocks). Read the states before the numbers: an absence_non_conclusive, indisponible or partiel block is never « nothing to report » — only absence_mesuree asserts an absence. Register codes: GET /v1/provenance/registres ; states, closed lists and reading rules: GET /v1/lecture (both free). The PDF tools carry no JSON envelope (the PDF report prints it)."
  6. Changed1 schema field changed
    • addedInput schema / properties / api_key
      Added value: +{
      +  "description": "Optional Sirenic API key (srn_live_…) to pay with prepaid credits instead of x402 — no wallet needed. Get one at https://api.sirenic.eu/compte. Ignored when x_payment is provided (the signed payment wins). On insufficient balance the tool returns a credits error, not an x402 quote.",
      +  "type": "string"
      +}
  7. Added

TDQS

A4.5/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Goes far beyond the readOnlyHint: discloses per-company pricing ($0.12 × SIREN count via x402), the all-or-nothing 400 refusal that is never charged plus the sirens_refuses payload and replay guidance, and the deliberate design decision to never return a winner. These are exactly the operational facts an agent cannot get from annotations or schema and that change how it plans the call.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loading is good — trigger sentence first, output shape second, caveats after. But the middle section is a single 150-word sentence riddled with nested French identifiers (eligibilite_classements, axes_communs, statut/raison/type/donnee/perimetre/exercices/couverture) that is hard to parse on first read and repeats the eligibility idea twice (once in rankings, once in solidite.classement_risque).

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite an output schema already existing, the description still orients the agent on the response's shape and the comparability/eligibility contract, and it covers the payment, refusal and citation obligations. Nothing needed to call it correctly or interpret it responsibly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3; the description still adds real meaning by tying cost to the SIREN count and by explaining that a single invalid SIREN (sole proprietorship, restricted diffusion, group without legal personality) rejects the whole batch rather than that item. The api_key and x_payment parameters are handled entirely by their schema descriptions, which is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb set (compare, rank, choose) against a specific resource (2-5 French companies as customers/prospects/suppliers/competitors) and enumerates what comes back (cross-table, per-axis rankings, comparability block). This is clearly distinguishable from single-company siblings like get_french_company_default_risk or get_french_company_financials.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

"Use when asked to compare, rank or choose between 2 to 5 French companies" gives a clear trigger, and it explicitly forbids a wrong path ("NEVER rank companies from solidite.score_risque or the ratios yourself when it is interdit"), routing the agent to the internal ranking output instead. It does not name sibling tools to prefer for single-company lookups or batch-only identity/risk endpoints, so the boundary with the ~30 other French tools is left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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