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Probative legal-marketing data

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

v1.5.1 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality87good
Trust95of 100
Uptime, 30 days97%
Latency p50298 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "legal-marketing-data": {
      "type": "http",
      "url": "https://probativegrowth.com/mcp"
    }
  }
}
claude mcp add --transport http legal-marketing-data https://probativegrowth.com/mcp
[mcp_servers.legal-marketing-data]
url = "https://probativegrowth.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "legal-marketing-data": {
      "type": "remote",
      "url": "https://probativegrowth.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "legal-marketing-data": {
      "type": "http",
      "url": "https://probativegrowth.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=legal-marketing-data&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vcHJvYmF0aXZlZ3Jvd3RoLmNvbS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "legal-marketing-data": {
      "type": "http",
      "url": "https://probativegrowth.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "legal-marketing-data": {
      "httpUrl": "https://probativegrowth.com/mcp"
    }
  }
}
extensions:
  "legal-marketing-data":
    enabled: true
    name: "legal-marketing-data"
    type: streamable_http
    uri: "https://probativegrowth.com/mcp"
    timeout: 300

Quality 87 / 100good

protocol100 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • pass
    protocol.list_ttltool list is cacheable (ttlMs 3600000)
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene94 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations42 of 42 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • warn
    tools.token_costabout 10,621 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
  • pass
    tools.hidden_textno hidden text in tool names, descriptions, schemas or annotations
stability50 · weight 15
  • warn
    stability.changes120 tool changes in 30 days
  • fail
    stability.rug_pull21 tools kept their name but changed most of their description in 30 days; review before trusting them
  • pass
    stability.new_linksno tool change named a new site
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

42 tools, about 10,621 tokens to load them all · tool set fca8614f28ec · tools last changed 2026-11-13 · checked 2026-11-14 07:03 UTC

Tool changes

  • data_lookupchangedinput schema
  • get_benchmarkchangeddescription
    before

    Anonymized law-firm marketing benchmarks (ad costs, call outcomes, speed to sign), as bands, tiers and rounded values with the methods page to cite.

    after · 96% of words in common

    Law-firm marketing benchmarks (ad costs, call outcomes, speed to sign), as bands, tiers and rounded values with the methods page to cite.

  • calculate_fee_capchangeddescription
    before

    The most a lawyer may charge, in dollars, on one award, settlement or past-due benefit under a legal fee cap.

    after · 75% of words in common

    The most a lawyer may charge, in dollars, on one award, settlement or past-due benefit, where a legal fee limit gives one figure.

  • data_lookupchangedinput schema
  • get_state_market_briefchangeddescription
    before

    Every public number about marketing a law firm in one state or DC, joined from seven open datasets. Each figure carries its source and check date. Not a forecast. Results are not legal advice.

    after · 94% of words in common

    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 date. Not a forecast. Results are not legal advice.

  • data_lookupchangedinput schema
  • get_state_market_briefchangeddescription
    before

    Every public number about marketing a law firm in one state or DC, joined from seven open datasets. Results are not legal advice.

    after · 72% of words in common

    Every public number about marketing a law firm in one state or DC, joined from seven open datasets. Each figure carries its source and check date. Not a forecast. Results are not legal advice.

  • data_lookupchangedinput schema
  • data_comparechangedinput schema
  • whats_newchangedinput schema

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 95 / 100

provenance85
liveness99
freshness100
hygiene100

+repository +dns-namespace +website +reachable +uptime-97% +updated-15d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://probativegrowth.com/mcp streamable-httpnoneyes97%298 ms2026-07-28, 2025-11-25, 2025-06-18, 2025-03-262026-11-14

Tools (42)

calculate_fee_capread-onlyThe most a lawyer may charge, in dollars, on one award, settlement or past-due benefit, where a legal fee limit gives one figure.
check_ad_elementsread-onlyWhich of one state's lawyer ad rules an ad touches, from what it contains (testimonials, past results, expert claims, actors, Spanish, AI) or its text. Results are not legal advice.
citeread-onlyHow 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.
compare_statesread-onlyWhich states do what: one ad-rule topic (e.g. the waiting period before contacting accident victims, texting, filing) side by side across states, or all 50 and DC. Results are not legal advice.
data_compareread-onlyCompare 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 not legal advice.
data_lookupread-onlyFigures for one state, county or other key from one open dataset, e.g. limitation periods, lawyers per resident, bankruptcy filings, law firms, court backlogs. Results are not legal advice.
data_searchread-onlyFind records by words across the open datasets when you do not know the key, e.g. "nursing home abuse" or "legal services price index". Results are not legal advice.
fees_compareread-onlyFee limits side by side for up to 10 jurisdictions (two-letter codes, DC, or US for federal programs), each with its cited source. Dataset: Attorney fee caps and contingency-fee rules, by state and federal program. Not legal advice.
fees_lookupread-onlyThe fee limits recorded for one US state, DC or US (federal programs): workers' comp, and where read, medical malpractice and contingency rules, each with its cap, what it applies to, who approves the fee, and the cited source. Dataset: Attorney fee caps and contingency-fee rules, by state and federal program. Not legal advice.
fees_searchread-onlyFee-cap records whose text matches the words given, such as "workers comp 20%", "FTCA", "medical malpractice sliding scale" or a state name. Dataset: Attorney fee caps and contingency-fee rules, by state and federal program. Not legal advice.
fetchread-onlyThe full text of one record found with search (ids like rules:TX:filing, opinions:ny-nysba-1306 or benchmarks:speed-to-sign). Not legal advice.
filing_compareread-onlyAd filing duties and fees side by side for up to 10 states (two-letter codes, or DC). Dataset: What US state bars charge, and require, to file or review lawyer advertising. Not legal advice.
filing_lookupread-onlyWhat one state or DC asks a lawyer to file before or after an ad runs: the filing duty, timing, standard, late and advisory fees, the portal, record-keeping, and the quoted primary sources. Dataset: What US state bars charge, and require, to file or review lawyer advertising. Not legal advice.
filing_searchread-onlyAd filing records whose text matches the words given, such as "filing fee", "before first use" or a state name. Dataset: What US state bars charge, and require, to file or review lawyer advertising. Not legal advice.
get_ad_filing_requirementsread-onlyWhether a state's bar requires lawyers to file or submit ads for review, which ads, when. Results are not legal advice.
get_ad_platform_policiesread-onlyWhat Google Ads, Local Services Ads, Microsoft, Meta, LinkedIn, YouTube and ChatGPT ads allow for law-firm ads: eligibility, verification, targeting, creative. Results are not legal advice.
get_attorney_fee_capsread-onlyThe fee-cap rules (percent and dollar limits on attorney fees) for one state or federal program: workers' comp, med-mal, contingency, SSDI, FTCA, VA. Results are not legal advice.
get_benchmarkread-onlyLaw-firm marketing benchmarks (ad costs, call outcomes, speed to sign), as bands, tiers and rounded values with the methods page to cite.
get_ca_court_filingsread-onlyCalifornia 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 year. Results are not legal advice.
get_ruleread-onlyOne state's lawyer advertising rule on one topic, e.g. can a firm text leads, record intake calls, pay referral fees, what disclaimer every ad must include. Results are not legal advice.
get_spanish_demand_supplyread-onlySpanish speakers with limited English per Spanish-speaking lawyer in one US state, DC, the US or a metro area (Census ACS). Results are not legal advice.
get_state_market_briefread-onlyEvery public number about marketing a law firm in one state or DC, joined from nine open datasets. Each figure carries its source and check date. Not a forecast. Results are not legal advice.
get_state_rulesread-onlyEvery lawyer advertising rule for one US state or DC in one call: filing, disclaimers, waiting periods, claims, referrals, language, recording, texting, privacy. Results are not legal advice.
language_compareread-onlyThe same measures side by side for up to 10 areas (US, state codes or metro CBSA codes). Dataset: Spanish-speaking demand vs Spanish-speaking lawyer supply, by state and metro. Not legal advice.
language_lookupread-onlyFor one area (US, a two-letter state code, or a metro's 5-digit CBSA code such as 19100 for Dallas-Fort Worth): Spanish speakers, those with limited English, lawyers, Spanish-speaking lawyers and the ratios, each with its margin of error and reliability. Dataset: Spanish-speaking demand vs Spanish-speaking lawyer supply, by state and metro. Not legal advice.
language_searchread-onlyRecords whose text matches the words given, such as a metro or state name ("Houston", "New Jersey") plus a measure ("limited English per Spanish-speaking lawyer"). Dataset: Spanish-speaking demand vs Spanish-speaking lawyer supply, by state and metro. Not legal advice.
list_datasetsread-onlyEvery 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, its files and its tools.
list_mdl_docketsread-onlyFederal multidistrict litigation (MDL) dockets from the Judicial Panel on Multidistrict Litigation's monthly pending-dockets reports, largest first. Results are not legal advice.
list_rule_changesread-onlyRecent confirmed changes to state lawyer advertising rules only, newest first, with the date, state, rules touched and primary source of each.
mdl_compareread-onlyUp to 10 MDL dockets (for example MDL-2738, MDL-3140) side by side: pending and total actions, the 12-month change and the monthly history. Dataset: Mass-tort docket tracker, federal MDL pending actions by month since 2019. Not legal advice.
mdl_lookupread-onlyFor one MDL docket (for example MDL-2738): the court's title, district, actions now pending and ever filed in the latest JPML report, the 12-month change, and the monthly pending count since 2019. Dataset: Mass-tort docket tracker, federal MDL pending actions by month since 2019. Not legal advice.
mdl_searchread-onlyFederal MDL dockets in the latest JPML report whose title matches the words given (a product, drug, device or company name), with pending actions. Dataset: Mass-tort docket tracker, federal MDL pending actions by month since 2019. Not legal advice.
opinions_compareread-onlyThe indexed marketing ethics opinions of up to 10 jurisdictions side by side. Dataset: Legal-marketing ethics opinions, 2015–2026. Not legal advice.
opinions_lookupread-onlyThe marketing ethics opinions indexed for one state, DC or the ABA: issuing body, number, date, topics, a one-sentence holding, whether it is still in force, the official link and a short quote. Dataset: Legal-marketing ethics opinions, 2015–2026. Not legal advice.
opinions_searchread-onlyMarketing ethics opinions whose holding or title matches the words given, such as "lead generator", "Google reviews", "trade name" or "chatbot". Dataset: Legal-marketing ethics opinions, 2015–2026. Not legal advice.
platforms_compareread-onlyThe tracked policies of up to 10 ad platforms side by side. Dataset: Legal ad-platform policy tracker. Not legal advice.
platforms_lookupread-onlyEvery tracked policy for one ad platform (google-ads, google-lsa, youtube, microsoft-ads, meta, linkedin-ads or chatgpt-ads): the rule in plain English, what to do, the practice areas it touches, its dates and the quoted policy page. Dataset: Legal ad-platform policy tracker. Not legal advice.
platforms_searchread-onlyAd-platform policy records whose text matches the words given, such as "bail bonds", "debt services", "missed call" or "Spanish ads". Dataset: Legal ad-platform policy tracker. Not legal advice.
searchread-onlyId search for deep-research clients: returns ids, titles and URLs to read with fetch; the named tools answer one question directly.
search_ethics_opinionsread-onlyBar ethics opinions (ABA and state) on lawyer marketing, e.g. pay-per-lead, Google reviews, AI chatbots, referral fees, social media. Results are not legal advice.
search_rulesread-onlyKeyword search across all rule text, for a word or claim such as "expert" or "guaranteed results". Results are not legal advice.
whats_newread-onlyWhat changed lately in any of the datasets (or only the `datasets` named), newest first, with the date and source of each. Optional `since` (YYYY-MM-DD).

Schemas: list_tools.

Also listed as

1 other active names share this repository: com.probativegrowth/legal-markets

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Official server.json
{
  "name": "com.probativegrowth/legal-marketing-data",
  "_meta": {
    "io.modelcontextprotocol.registry/publisher-provided": {
      "license": "CC BY 4.0",
      "readOnly": true,
      "publisher": "Probative Growth",
      "disclaimer": "Not legal advice. Summaries of public sources, kept for marketing planning.",
      "supportEmail": "[email protected]",
      "authentication": "none",
      "documentationUrl": "https://probativegrowth.com/resources/rules-api/",
      "privacyPolicyUrl": "https://probativegrowth.com/resources/rules-api/#privacy",
      "termsOfServiceUrl": "https://probativegrowth.com/resources/rules-api/#terms"
    }
  },
  "icons": [
    {
      "src": "https://probativegrowth.com/icon-512.png",
      "sizes": [
        "512x512"
      ],
      "mimeType": "image/png"
    },
    {
      "src": "https://probativegrowth.com/icon.svg",
      "sizes": [
        "any"
      ],
      "mimeType": "image/svg+xml"
    }
  ],
  "title": "Probative legal-marketing data",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://probativegrowth.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.5.1",
  "repository": {
    "url": "https://github.com/ops864/legal-marketing-data",
    "source": "github"
  },
  "websiteUrl": "https://probativegrowth.com/data/",
  "description": "Open US legal-marketing datasets with sources and DOIs, one server per dataset. CC BY 4.0."
}