Insurance Research Expert by Spot

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Insurance Research Expert by Spot": {
      "url": "https://spot.insure/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (9)

• search_knowledge read-only

  Search published Spot pages and Spot's insurance research: 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.

  Parameters:

  • query (required) — string
  • limit — integer

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_page read-only

  Retrieve a complete published Spot 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.

  Parameters:

  • path (required) — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• compare_providers read-only

  Retrieve 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.

  Parameters:

  • providerA (required) — string
  • providerB (required) — string
  • need — string
  • coverage — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_provider_score read-only

  Retrieve 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.

  Parameters:

  • provider (required) — string
  • need — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_rankings read-only

  Retrieve 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.

  Parameters:

  • need — string
  • includeMethodology — boolean

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• search_provider_reviews read-only

  Search 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.

  Parameters:

  • sort — string
  • limit — integer
  • query — string
  • offset — integer
  • rating — string
  • maxScore — number
  • minScore — number

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_provider_reviews read-only

  Resolve 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.

  Parameters:

  • provider (required) — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• search_provider_reliability read-only

  Search 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).

  Parameters:

  • sort — string
  • limit — integer
  • query — string
  • offset — integer
  • rating — string
  • rubric — string
  • maxScore — number
  • minScore — number

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• ask_spot read-only

  Generate a bounded answer from retrieved public evidence. Every readable factual statement is copied from validated evidence and linked to its source.

  Parameters:

  • question (required) — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

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