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Ce qu'une IA lit des sites web français : note, axes, secteur, questions sans réponse.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-06-18
URL
ChatGPT
Isoligne
Claude
–

TDQS

A3.5/5.0

Scored across 5 tools

Disambiguation4/5

Tools target distinct operations: readiness score, weakest axes, sector listing, sector sites, and pricing. agent_readiness and ce_qui_manque overlap somewhat because both expose per-axis readiness information, but the latter is clearly focused on weaknesses and buying questions.

Naming Consistency3/5

All names use snake_case or single lowercase words, but the set mixes English (agent_readiness) with French (devis, secteur, etc.) and varies between noun phrases and a clause (ce_qui_manque). The lack of a single semantic/language convention makes the pattern inconsistent, though still readable.

Tool Count5/5

Five tools is well-scoped for a read-only index/quote service; each tool covers a distinct lookup or calculation.

Completeness4/5

Coverage includes score retrieval, weakness analysis, sector discovery, sector rankings, and exact quotes. A way to search/list all published domains or access a global index outside sectors is missing, but core published-data workflows are covered.

Available Tools

5 tools
agent_readinessA site's scoreA
Read-onlyIdempotent
Inspect

Returns the published Agent Readiness Score of a domain: what an AI assistant can read and understand from its pages without running JavaScript. Also returns the per-axis breakdown, the date, the scoring scale, and what the measurement does not say. Only published measurements are returned; see the server instructions for who decides.

Inputs: domaine (required).

ce_qui_manqueWhat lowers the scoreC
Read-onlyIdempotent
Inspect

Returns the weakest axes of a published domain, with the measured finding behind each, and the buying questions no page can ever answer because the answer depends on the customer.

Inputs: domaine (required).

devisA price for a specific case, computed from the company's own price listA
Read-onlyIdempotent
Inspect

Computes an exact price for a specific case (quantities, options, period) from the price list a company has itself deposited with Isoligne, and returns the calculation line by line with its source and date. Only companies that have deposited a price list are covered, which in practice means Isoligne clients; this is unrelated to the published Index and rankings. Example: entreprise = example.com, question = "how much for 800 units in 6 variants per month?". A missing quantity is never guessed: the answer says which one to provide.

Inputs: question (required), entreprise (required).

secteurA sector rankingA
Read-onlyIdempotent
Inspect

Returns the published sites of a sector, grouped by level and ordered by score alone. Scores less than 5 points apart are not separated. The ranking covers published sites only, not the whole market. Isoligne decides which sites are published, after notifying each company; client status plays no part in inclusion or order.

Inputs: secteur (required).

secteurs_disponiblesSectors in the IndexA
Read-onlyIdempotent
Inspect

Lists the sectors with at least one published company.

Inputs: no named parameters.

Tool Schema Changelog

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