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Official MCP RegistryListed

Insurance Research Expert by Spot

Commercial insurance research: provider comparisons, pricing, and fit guidance.

First seen 2 Oct 2026. Evidence as of 3 Oct 2026.

9
Tools
From an anonymous probe
1
Source listings
Each with its own history
10
Recorded changes
Since first seen

Tools

ToolDescriptionBehaviour
ask_spotGenerate a bounded answer from retrieved public evidence. Every readable factual statement is copied from validated evidence and linked to its source.Read-only
compare_providersRetrieve a published, sourced provider comparison. Provider aliases and reversed ordering resolve to the one canonical comparison. Optional coverage (for example "cyber", "D&O" or "workers comp") also lists each provider's published offering page for that line; per-coverage line comparisons are retired and their URLs redirect to the pair comparison. Optional need runs a bounded editorial judgment over that page only; it does not invent a ranking or a purchase recommendation.Read-only
get_pageRetrieve a complete published Spot or The General Average research page by canonical path or URL, including /industries, industry pillars and vertical guides at /industries/{slug}, their FAQs at /industries/{slug}/{question}, provider profiles, comparisons, best-of rankings at /best, /best/{line} and /best/{line}/{segment}, reviews, scores, rankings, and methodology. Industry pages include parent and vertical links; lists are complete even when the website collapses them. Drafts, customer-specific guides, submissions, and unknown paths are unavailable.Read-only
get_provider_reviewsResolve a provider name, alias, or slug and retrieve its published review summary, Review Score contributors, original source metrics, qualifications, and full Markdown with citations. Unpublished or unavailable review records return found:false.Read-only
get_provider_scoreRetrieve a published reliability assessment and Reliability Score for one provider. Provider aliases resolve to the canonical assessment. This is an editorial score for a stated role and scope, not an AM Best rating or a recommendation. Optional need runs a bounded editorial judgment over that assessment only.Read-only
get_rankingsRetrieve the current published Reliability Score rankings. Broker scores and Carrier & MGA scores are ranked separately; the directory also shows a combined score, the average of the two. Partial scores and unrated assessments keep their qualifications. Use search_provider_reliability for provider, score, and status filters. Optional need runs a bounded editorial judgment over the published tables only.Read-only
search_knowledgeSearch published Spot pages and the insurance research The General Average publishes at thegeneralaverage.com: industry pillars, vertical insurance guides and FAQs, provider profiles, comparisons, best-of provider rankings by coverage line and business type, provider reviews, Reliability Scores, rankings, and rating methodology, with deterministic lexical retrieval. Research results carry thegeneralaverage.com URLs.Read-only
search_provider_reliabilitySearch published Reliability Score assessments by query, status, and score range, and sort by name or displayed score. rubric=all sorts and filters by the combined score (the average of the Broker and Carrier & MGA scores, or the one a provider has).Read-only
search_provider_reviewsSearch published provider reviews by query, Review Score range, and rating availability; sort alphabetically or by displayed Review Score. Scores equally weight eligible source ratings on a 10-point scale and use an approximate academic conversion for BBB grades. Use get_provider_reviews for source-level evidence.Read-only

Change history

  1. search_provider_reliability: title changed
  2. search_provider_reliability: description changed (+"Reliability" -"Spot")
  3. search_knowledge: description changed (+"pages and the insurance research The General Average publishes at thegeneralaverage.com:" +"Reliability" +"methodology,")
  4. get_rankings: description changed (+"Reliability" -"Spot")
  5. get_provider_score: title changed
  6. get_provider_score: description changed (+"Reliability" -"Spot")
  7. get_page: description changed (+"Spot or The General Average research" +"path or URL," -"path,")
  8. compare_providers: input schema changed
  9. compare_providers: description changed (+"also lists each provider's published offering page" +"line; per-coverage" +"comparisons are retired and their URLs redirect to")
  10. server instructions changed (+"the" +"research The General Average publishes at https://thegeneralaverage.com, served here over MCP. Research canonical URLs are on thegeneralaverage.com (spot.insure research paths redirect there); Spot product pages stay on spot.insure. The research includes" +"Reliability")
Source listings
SourceListingFirst seenLast seenVersions
Official MCP Registryinsure.spot/insurance-research2 Oct 20263 Oct 20261