Mcp Expert Witness Directory

com.mambabuiltv1.0.0更新於 Oct 1, 2026

Expert witness and medico-legal directory records for the US and Australia, one row per person.

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概覽

AI 產生的概覽

依專長、地區、國家與來源檢索美國與澳洲的專家證人及法醫鑑定人名錄，結果以人為單位去重。

功能
封裝 Apify 上的 Mamba Labs Expert Witness Directory actor，只提供一個工具 find_expert_witnesses。此工具可依專長分類代碼、地區、國家與來源篩選來自 18 個美國與澳洲公開來源的紀錄，每人回傳一列去重結果並列出所有符合的來源。可選的 feed 模式只回傳自上次執行以來新增、變更、重新出現或移除的紀錄，可選的 NPPES 驗證會為美國紀錄補上 NPI 與狀態欄位。
適用情境
當你需要在美国或澳洲尋找專家證人或法醫鑑定人，並希望依專長或地區篩選結果時使用。適合研究、訴訟支援與名錄查詢，尤其是需要跨來源統一分類的情境。
執行需求
透過 npx 以 npm 套件形式在本機以 stdio 執行，需要 Node.js。需要 Apify 帳號與 APIFY_TOKEN 環境變數。執行在 Apify 上依事件計費，feed 模式需要該帳號中一個具名的鍵值儲存。
安裝前請注意
在 Apify 上執行會產生費用：每筆專家紀錄、每個回傳的公開電子郵件、每次 NPPES 驗證，以及少量 actor 啟動費。APIFY_TOKEN 是機密資訊。多個來源發布了限制自動蒐集、重製、商業使用或聯繫名錄中人員的條款；actor 只回報這些條款，不替你決定。僅提供美國與澳洲紀錄，未設上限的執行可能超出執行逾時。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Mcp Expert Witness Directory，將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only，透過 STDIO。 STDIO 服務會啟動本機處理程序，因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

Expert Witness Directory MCP Server

[MCP Registry] [npm version] [npm downloads]

MCP server for the Mamba Labs Expert Witness Directory actor on Apify.

Expert witness and medico-legal directory records for the United States and Australia, one deduplicated record per person, with specialties mapped to one taxonomy.

Install

bash
npx -y @mambalabsdev/mcp-expert-witness-directory

Claude Desktop

json
{  "mcpServers": {    "mamba-expert-witness-directory": {      "command": "npx",      "args": ["-y", "@mambalabsdev/mcp-expert-witness-directory"],      "env": { "APIFY_TOKEN": "your-apify-token" }    }  }}

Get an Apify token at console.apify.com/account/integrations.

Coverage

  • The actor returns records for the United States and Australia only.
  • It reads 18 public sources: 7 in the US and 11 in Australia, counting ABIME once in the US. ABIME lists experts in several countries; the actor keeps only its US and Australian records.
  • UK and Canadian records are not offered. The country input accepts US and AU only, because the public actor refuses any other country and stops the run with an error.
  • The same person on several directories comes back as one record listing every source.
  • Every source's own specialty tags map to one taxonomy, so "Forensic Psychiatry" and "Psychiatrist, general adult" filter together.
  • Australian panel sources print the panel's contact details, not the doctor's, so those records carry a name, specialty, and state but no email.

Emails

The actor never guesses an email. published_email is empty unless a source page printed an address, and email_source names the page.

Source terms

Several sources publish terms that restrict automated collection, reproduction, commercial use, or soliciting the people they list. The actor README gives the terms posture of each source as it was published when the actor was built. The actor reports the terms; it does not decide for you. Make your own call for your use case, and take legal advice where it matters.

Tool

find_expert_witnesses

Find expert witnesses and medico-legal assessors in the United States and Australia, filtered by specialty, region, country, and source.

InputTypeRequiredNotes
specialtyarraynoTaxonomy codes, for example medicine.psychiatry or engineering.structural. A parent code also matches its children: medicine.psychiatry includes medicine.psychiatry.forensic. Empty returns every specialty. 55 codes.
regionarraynoState or region as the source prints it, for example Queensland, California, New South Wales. Case and accents are ignored. Empty returns every region.
countryarraynoUS, AU, or both. Empty returns both. No other value is accepted: the public actor refuses a UK or Canadian request and stops the run.
sourcesarraynoDirectories to read. Empty reads the 18 implemented sources: abime, lacourt-panels, sfbar, cccba, isba, lsba, aaimco, medilaw, lexmedicus, aushub, medicolegal-specialists, index-medicolegal, themis, integrityml, vmls, lime, mag-directory, workcover-wa. The other 17 values the actor offers are planned or not covered; the actor skips them and names them in its RUN_SUMMARY record.
modestringnolist (default) returns every matching expert. feed returns only experts that are new, changed, or returned since the last run on the same persistent store, plus removed rows. Unchanged experts are not emitted and cost nothing.
verifyNppesbooleannoOff by default. Checks each US record against the free NPPES monthly file and adds npi and nppes_status. NPPES carries no email.
maxItemsintegernoStop after this many output rows. Default 100. 0 means no cap. A capped run never marks listings as removed.
persistStoreNamestringnoNamed key-value store in your Apify account that keeps expert records between runs. Default expert-witness-directory-store. Reuse the same name for feed mode.

Nothing is required. A call with no inputs reads all 18 sources and returns up to 100 experts.

A run with maxItems: 0 reads every listing on every source at one request per 2 seconds per host. It has not been timed, and it may pass the 3,600 second run timeout this wrapper sets. Set maxItems for an interactive call.

Pricing

Expert Witness Directory is pay per event on Apify. Four events are billed.

EventCharged forPriceFires when
expert-recordExpert record$0.004Once per deduplicated expert row written to the dataset. In feed mode, once per new, changed, returned, or removed row; unchanged experts are not emitted and cost nothing.
email-foundEmail returned$0.01Once per row that carries a published email a source page printed. Removed rows never charge it.
npi-verifiedNPPES check$0.002Once per US row checked against the NPPES monthly file. Only when verifyNppes is on.
apify-actor-startActor start$0.00005Charged by Apify when the run starts, one event per GB of memory. One event at the 1024 MB default.

Actor

Actor ID LIpwlgfE3LaQBaXd4. The wrapper calls the actor by that immutable ID rather than by its Store slug, so a Store rename never breaks it.

Built by Mamba Labs.

來源：README.md，提交 092c2d0

工具

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版本歷史

1
  1. v1.0.0最新Oct 1, 2026