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Probative legal-marketing data

MCP serverVerified domain · probativegrowth.comRemote● LiveFree to try

Open US legal-marketing datasets with sources and DOIs, one server per dataset. CC BY 4.0.

Install

Remote server: your requests and data go to probativegrowth.com. Claude Code: claude mcp add --transport http probative-legal-marketing-data https://probativegrowth.com/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • whats_new — What changed lately in any of the datasets (or only the `datasets` named), newest first, with the date and source of each. Optional `since`
  • list_datasets — Every public dataset on this server: what it covers, its version, DOI, license (CC BY 4.0), credit line, last-checked date, the page to cite
  • cite — How to cite a dataset, a state or one record: the citation sentence, credit line, DOI and URL to cite. CC BY 4.0 asks for credit and a link.
  • get_benchmark — Law-firm marketing benchmarks (ad costs, call outcomes, speed to sign), as bands, tiers and rounded values with the methods page to cite.
  • search_ethics_opinions — Bar ethics opinions (ABA and state) on lawyer marketing, e.g. pay-per-lead, Google reviews, AI chatbots, referral fees, social media. Result
  • get_rule — One state's lawyer advertising rule on one topic, e.g. can a firm text leads, record intake calls, pay referral fees, what disclaimer every
  • data_lookup — Figures for one state, county or other key from one open dataset, e.g. limitation periods, lawyers per resident, bankruptcy filings, law fir
  • get_state_rules — Every lawyer advertising rule for one US state or DC in one call: filing, disclaimers, waiting periods, claims, referrals, language, recordi
  • get_ad_filing_requirements — Whether a state's bar requires lawyers to file or submit ads for review, which ads, when. Results are not legal advice.
  • data_search — Find records by words across the open datasets when you do not know the key, e.g. "nursing home abuse" or "legal services price index". Resu
  • get_ad_platform_policies — What Google Ads, Local Services Ads, Microsoft, Meta, LinkedIn, YouTube and ChatGPT ads allow for law-firm ads: eligibility, verification, t
  • list_mdl_dockets — Federal multidistrict litigation (MDL) dockets from the Judicial Panel on Multidistrict Litigation's monthly pending-dockets reports, larges
  • search — Id search for deep-research clients: returns ids, titles and URLs to read with fetch; the named tools answer one question directly.
  • get_spanish_demand_supply — Spanish speakers with limited English per Spanish-speaking lawyer in one US state, DC, the US or a metro area (Census ACS). Results are not
  • list_rule_changes — Recent confirmed changes to state lawyer advertising rules only, newest first, with the date, state, rules touched and primary source of eac
  • check_ad_elements — Which of one state's lawyer ad rules an ad touches, from what it contains (testimonials, past results, expert claims, actors, Spanish, AI) o
  • calculate_fee_cap — The most a lawyer may charge, in dollars, on one award, settlement or past-due benefit, where a legal fee limit gives one figure.
  • compare_states — Which states do what: one ad-rule topic (e.g. the waiting period before contacting accident victims, texting, filing) side by side across st
  • get_attorney_fee_caps — The fee-cap rules (percent and dollar limits on attorney fees) for one state or federal program: workers' comp, med-mal, contingency, SSDI,
  • get_ca_court_filings — California only: cases filed in one county's superior court (or CA for the whole state) in fiscal year 2024-25, by case type, with the prior
  • get_state_market_brief — Every public number about marketing a law firm in one state or DC, joined from nine open datasets. Each figure carries its source and check
  • fetch — The full text of one record found with search (ids like rules:TX:filing, opinions:ny-nysba-1306 or benchmarks:speed-to-sign). Not legal advi
  • search_rules — Keyword search across all rule text, for a word or claim such as "expert" or "guaranteed results". Results are not legal advice.
  • data_compare — Compare up to 10 states, counties or other keys of one dataset side by side, e.g. lawyer pay or bar pass rates in two states. Results are no

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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