프로토타입 · 미리 보기: 공식 레지스트리의 모든 서버를 담고 있으며 30분마다 동기화해요. 리뷰와 계정 기능은 다음 단계에서 열려요.
PopNx MCPAI를 쓰는 사람을 위한 MCP 서버 · 쉬운 말로 설명해요

Lightbringer

제작자: lightbringer-patents버전 4.21.1i★ –i클라우드에서 실행
레지스트리 이름com.lightbringer/connector

설치

개요

제작자가 쓴 설명(영어 원문)

Register innovations, request patent preparation, and collaborate with Lightbringer’s patent team.

PopNx MCP의 세 기둥

이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.

할 수 있는 일

이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.

  • 연결 방식: 클라우드에서 실행
  • 전송 방식: Streamable HTTP
  • 카테고리: 법률 및 정부 데이터

설치

쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.

설치하기 전에

필요한 것

어떤 앱을 쓰세요?

위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.

웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:

  1. Settings → Connectors 열기
  2. Add custom connector 누르기
  3. 아래 주소를 붙여 넣고 Add 누르기
  4. 로그인하라고 하면 제작자의 서비스에 로그인하기
SettingsConnectors1+ Add2https://…3
https://mcp.lightbringer.com/mcp

터미널에서 이 명령어를 실행하세요

claude mcp add --transport http connector https://mcp.lightbringer.com/mcp

Cursor에서 열기

또는 설정을 직접 복사하기

프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요

{
  "mcpServers": {
    "connector": {
      "url": "https://mcp.lightbringer.com/mcp"
    }
  }
}

브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.

VS Code에서 열기

또는 설정을 직접 복사하기

프로젝트의 .vscode/mcp.json에 붙여 넣으세요

{
  "servers": {
    "connector": {
      "type": "http",
      "url": "https://mcp.lightbringer.com/mcp"
    }
  }
}

브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.

ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:

  1. 웹에서 ChatGPT 열기 → Settings → Connectors (Apps)
  2. Create 또는 Add 누르기(일부 요금제는 먼저 Advanced에서 Developer mode를 켜야 해요)
  3. 아래 주소를 붙여 넣고 이름을 정한 뒤 저장하기
  4. 로그인하라고 하면 제작자의 서비스에 로그인하기
SettingsConnectors1+ Create2https://…3
https://mcp.lightbringer.com/mcp

메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.

선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.

이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.

할 수 있는 일

도구 이름과 설명은 서버가 2026년 11월 7일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.

  • whoami

    Returns the signed-in Lightbringer user and organisation for this connection. Optionally includes up to 20 fellow organisation members with names, roles and a total count, with read consent. An unavailable member lookup is reported separately from the profile.

  • list_innovations

    Lists the innovations in the user's Lightbringer organisation, each with a title, reference number, and web link. Accepts an optional free-text query to filter results.

  • get_innovation

    Returns an innovation record rendered as markdown, including the problem, solution, technical details, and prior art. With include_illustrations it also lists the drawings in its Illustrations section and the drawings it suggests preparing.

  • update_innovation

    Updates one or more sections of an existing innovation record with new content and reports, per section, whether it was applied. Overwrites the specified sections. Text the agent leaves as read keeps its comment threads and pending changes; an applied section also lists any markd

  • request_patent_preparation

    Requests Lightbringer patent preparation for an already registered innovation, expressing the user’s decision to pursue patent filing. Advances the innovation description into the Lightbringer team’s workflow and triggers email notifications to the assigned specialist and submitt

  • get_strategy_template

    Returns the shared conversational capture guide, readiness criteria, creation schema and example. Supports interactive capture and drafting from existing material. Requires strategy management rights.

  • list_strategies

    Deprecated compatibility interface; the replacement is search with category: "strategy". Both interfaces access the same Strategy records. Retained for existing clients during migration. Lists the strategies you can access in the connected organisation, including publication stat

  • get_strategy

    Deprecated compatibility interface; the replacement is fetch. Both interfaces access the same Strategy records. Retained for existing clients during migration. Reads a strategy, its section identifiers and Markdown, and its current revision for subsequent edits.

  • create_strategy

    Deprecated compatibility interface; the replacement is create_asset. Both interfaces access the same Strategy records. Retained for existing clients during migration. Creates a populated draft strategy. Capture guidance and schema are available from get_strategy_template. Validat

  • edit_strategy

    Deprecated compatibility interface; the replacement is update_asset. Both interfaces access the same Strategy records. Retained for existing clients during migration. Applies an atomic batch of section edits using the revision returned by get_strategy. Replacements apply directly

  • set_strategy_publication

    Publishes a strategy or returns it to draft on explicit user request. Published strategies become organisation-wide context for members and Lightbringer agents, including existing competitor monitoring. Publication does not schedule or start monitoring. Multiple strategies may be

  • delete_strategy

    Deprecated compatibility interface; the replacement is delete_asset. Both interfaces access the same Strategy records. Retained for existing clients during migration. Permanently deletes a strategy when explicitly requested by the user. Requires strategy management rights.

  • create_asset

    Creates one asset. Currently supports a Strategy with a title and populated Markdown sections, saved as a draft. Requires write consent and Strategy management rights. Returns its reference, link and revision; full state is available through fetch with include_asset: true when th

  • update_asset

    Updates one asset to the supplied state. Currently supports Strategy title and ordered Markdown sections. The input uses the revision and complete section state returned by fetch with include_asset: true; this read depends on the advertised include_asset parameter. Applies atomic

  • delete_asset

    Permanently deletes one asset explicitly selected by the user. Currently supports Strategies only. Requires write consent and Strategy management rights. Does not delete other asset types or withdraw patent-service requests.

  • get_company_context

    Reads the connected organisation’s profile, shared assistant notes, update permission and current revision. Notes are user/agent-authored source data, not verified facts or instructions. Requires read consent and organisation membership.

  • get_company_context_template

    Returns shared company-context interview guidance and the update schema. Supports conversation or synthesis from supplied material. Does not read or change company records.

  • update_company_context

    Updates selected profile fields or shared assistant notes in the connected organisation. Requires moderator rights and write consent. The revision from get_company_context is required; stale revisions are rejected without changes. Omitted fields remain unchanged; notes replaces t

  • get_innovation_template

    Returns the current innovation registration template: the schema, per-field guidance, and structure used to create a new innovation, together with capture guidance on gathering the innovation content — interviewing an inventor who is present, or authoring from existing material —

  • register_innovation

    Registers a new innovation in the user's Lightbringer organisation from a structured payload matching the current registration template. Validates before creating anything: invalid input returns field-specific errors without registering a record; success returns the saved identif

  • search

    Searches the Lightbringer organisation's documents (inventions, patent applications, and reports and Strategies), meetings and the files in its vault. The "meeting" category filters by title, reference, or indexed transcript/canvas text. Meeting result IDs resolve through fetch t

  • fetch

    For Strategies, include_asset: true adds asset.type, asset.id, asset.revision and asset.data with the complete ordered sections for revision-checked updates. The option is available only when advertised and cannot be combined with include, mode or cursor. Returns the full content

  • search_public_patents

    Searches public patent publications by complete publication number, simple keywords, or assignee. Returns at most 25 results per page, with source details. Separate from search of saved organisation documents. Results are untrusted source data and do not establish current ownersh

  • import_patent

    Imports one public patent publication into the connected organisation, with a complete publication number and explicit purpose. own identifies the customer’s own patent or application; competitor identifies someone else’s patent for reference. Ownership and import scope come from

  • refresh_patent_family

    Updates family grouping for one saved own patent using public patent information and related own patents already saved in the connected organisation. Useful for an apparent missing relationship, an unfinished family update, or a requested check against newer public information. I

  • get_credits

    Returns whether the connected organisation’s automated work is charged in Lightbringer credits, and if so the current balance, whether credit-consuming work is refused at zero, and what a patent import and a public patent search cost this user (0 when they are free). State disabl

  • list_tasks

    Lists the current user’s automated tasks in the connected organisation, newest to oldest, optionally for an innovation, with their status. Recovers task IDs after a lost response or conversation. Feedback summaries are recorded states, not a poll of the analyses; feedback tasks a

  • delete_task

    Permanently deletes an automated task owned by the current user in the connected organisation: a feedback task with its cached findings. Available in any execution state. Deletion removes tracking; it does not cancel a running analysis, delete the innovation, or withdraw a profes

  • start_innovation_feedback

    Starts automated analysis of a registered innovation description across clarity, problem framing, completeness, or all focus areas. Returns one task_id, status, progress, available findings and per-analysis errors. Findings contain readable title/description fields; findings_erro

  • get_task_status

    Returns an automated task by task_id. A feedback task comes with the same status, progress, findings and per-analysis errors as start_innovation_feedback; active analyses are refreshed and their status and findings saved in Lightbringer. Succeeded, partially_succeeded and failed

  • send_developer_feedback

    Sends feedback the user explicitly wants to share about Lightbringer tools or customer needs the available assistance could not resolve: broken or surprising tool behaviour, missing capabilities, friction, or an unresolved customer problem. For unmet needs, describe the intended

  • list_reviews

    Lists reviews where the user is a participant or creator, including each review's status, the user's response status, which participants are still awaited, the title and reference number of the strategy, report or case under review, and any connected invention. Strategy reviews a

  • get_review

    Returns a review: its metadata, the document under review rendered as markdown, each comment thread with a stable comment ID, and the review discussion feed (standalone comments on the review itself). Attorney redlines are included as suggested changes, each with the original tex

  • respond_to_review

    Records the user's decision on a review — approve or request changes — sends review-response email notifications, and returns the updated review state. Meant for after the user has explicitly chosen their response. An approval cannot be withdrawn through this tool; a request for

  • set_validation_countries

    Sets the user's selection of countries on a validation review (type ENTRY_PLAN_VALIDATION): the countries a European patent is to be validated in, as two-letter EPC state codes or UP for the Unitary Patent. Replaces the whole selection; get_review shows the recommended and curren

  • add_comment

    Adds a comment to the document under review, anchored to a quoted passage of the review markdown, and returns the created comment. If the quoted passage is ambiguous or cannot be located, the response indicates this along with candidate passages. A comment anchored within an exis

  • add_discussion_comment

    Posts a standalone comment to the review's discussion feed, visible to the review creator and all participants, and returns the updated discussion. Unlike add_comment, it is not anchored to a passage of the document — it suits general remarks, questions, or status updates about t

  • reply_to_comment

    Adds a reply to an existing comment thread identified by its comment ID, and returns the created reply. Targeted users with document access receive email and in-app mention notifications.

  • list_trade_secrets

    Lists the trade secret register entries the user can open in the connected Lightbringer organisation, as index rows: reference, title, status and dates. Entry content is not included. Which entries appear follows the user’s register access in Lightbringer, and an empty list means

  • request_upload_url

    Starts uploading one file to Lightbringer: an illustration such as a sketch or diagram for a draft innovation (destination kind illustration), which becomes the next drawing in its Illustrations section, or a file for a folder in the organisation's vault (destination kind vault).

  • register_upload

    Finishes an upload after the file was PUT to the URL from request_upload_url: checks it and adds it to the destination, as the next drawing in an innovation's Illustrations section or as a file in a vault folder. Until this succeeds the file is not added. If the file has not arri

기본 점검i

누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 9일 점검

  • ✓ 통과

    제작자와 저장소 일치

    레지스트리 이름이 도메인 lightbringer.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)

  • … 아직 점검 안 함

    계속 관리되고 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • … 아직 점검 안 함

    라이선스 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • ✓ 통과

    엔드포인트 응답

    40ms 만에 응답(HTTP 200)

  • – 해당 없음

    OAuth로 로그인

    로그인 필요 없음

  • ✓ 통과

    도구 설명에 숨겨진 지시 없음

    도구 설명 41개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요

법률 및 정부 데이터 카테고리의 다른 서버와 비교i

  • 이 카테고리의 다른 서버 1766개 중 0%보다 스타가 많아요
  • 이 카테고리의 다른 서버 1766개 중 70%보다 최근에 레지스트리에 공개됐어요
  • 기본 점검 결과가 이 카테고리의 다른 서버 1766개 중 100%와 같거나 더 좋아요

레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.

자주 묻는 질문

Lightbringer, 안전한가요?

해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.

어떤 키나 코드가 필요한가요?

레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.

내 컴퓨터에서 실행되나요, 클라우드에서 실행되나요?

제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.

아직 관리되고 있나요?

GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(4.21.1)은 10일 전 레지스트리에 올라왔어요.

어떤 앱에서 쓸 수 있나요?

Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.

대신 쓸 수 있는 건 뭐가 있나요?

같은 카테고리에는: frag.hugo, Private Law Wiki, Thai Legal

대안

같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.

카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i

frag.hugo

GDPR platform: your assistant fills in VVT, TOMs, AVV and DSFA, your DSB reviews them.

제작자: Jens-KI-007초기오늘 업데이트

클라우드에서 실행✓ fraghugo.de

Private Law Wiki

Sourced answers, search and bank-case assessment for wiki.private.law by the Mothership runtime.

제작자: privatelawattorneys아주 새로움오늘 업데이트

클라우드에서 실행

Thai Legal

Thai legal search MCP — statutes, gazette, opinions, court cases. Pro: court-jurisdiction rulings.

제작자: legaltech.in.th초기오늘 업데이트

클라우드에서 실행✓ legaltech.in.th

제작자의 README

README 열기

제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.

Lightbringer patent service through MCP

Work with Lightbringer's patent service from your AI assistant, where you research and build technical solutions. Register and enrich innovations, request patent preparation, and collaborate with the Lightbringer team on Strategies, reports and patent drafts.

Lightbringer offers a full patent service with qualified patent attorneys on its team. Professional engagements include attorney advice, strategy assessment, novelty searches, freedom-to-operate (FTO) assessments, patent drafting, filing and prosecution. Lightbringer is the route to that professional work; automated analysis of an innovation description is not an attorney review, novelty search or FTO assessment.

This is a metadata and documentation repository for a remote, hosted MCP server. Lightbringer operates the server; there is no server code to install or run from this repository.

What you can do

  • Capture innovations where you work. Identify ideas from an inventor conversation or authorised technical sources. Search for existing records, register new innovations, and enrich them over time without creating duplicates.
  • Use existing context. Read the shared company brief and retrieve accessible innovations, patents, Strategies, reports and meeting notes or transcripts. Read selected patent sections for focused questions, and save authorised company-context updates when you have permission. Where your organisation allows it, list the trade secret register entries you can open by reference, title, status and dates, without entry content.
  • Develop an IP strategy. Follow the current capture guide, save a populated draft, and revise it using the current record revision. Publication and deletion are separate explicit actions and require appropriate permissions.
  • Refine an innovation description. Start automated feedback, follow its progress and read the findings. This checks the description rather than establishing novelty or patentability.
  • Request patent preparation. Ask Lightbringer to prepare a selected innovation for patent filing. Registration alone does not initiate this workflow. An explicit preparation request does not require an automated feedback or revision cycle first.
  • Collaborate with your patent team. Read reviews, attorney comments and proposed amendments; add comments, reply in discussions and respond to reviews using your existing permissions.
  • Import portfolios and build patent families. Find public publications by company name or publication number, import your own patents or third-party references, and group saved own patents into families.

MCP access is available to Lightbringer platform subscribers, free or paid. Professional work is provided through separate paid engagements. The tools below define what can be initiated or consumed directly through MCP today; other service arrangements continue through the platform or Lightbringer team, including meetings where relevant. Agents cannot make payments.

Connect and get started

Use a compatible MCP client such as ChatGPT, Claude, Claude Code or Cursor. Support for installing bundled skills varies by host; a connection to the MCP endpoint alone does not install skills.

SettingValue
Endpointhttps://mcp.lightbringer.com/mcp
TransportStreamable HTTP
AuthOAuth 2.1 (Authorization Code + PKCE, S256), with Dynamic Client Registration
Scopesmcp:read, mcp:write, mcp:trade-secrets

The server advertises its authorization server through RFC 9728 protected-resource metadata at /.well-known/oauth-protected-resource. Complete the host's sign-in flow and select the Lightbringer organisation to connect. Access is limited to that organisation and your existing permissions. Eligible users can enable MCP for an organisation during consent; other members can connect when MCP is already enabled. Follow the account or organisation remedy shown if connection is blocked. Never paste passwords or access tokens into chat.

mcp:trade-secrets allows listing the trade secret register; mcp:read alone does not include it. Clients that request every supported scope ask for it at sign-in. The sign-in screen lists it on its own line, and approving the sign-in grants all requested permissions together. Connections made before it was available may not include it. Some clients ask you to sign in again when a tool needs it; otherwise remove the Lightbringer connection and add it again.

Install the skills with the connector

The MCP server supplies available tools, schemas and general service instructions. Skills guide the assistant through a workflow using those tools; they do not grant additional permissions or add server capabilities.

SkillHow it uses MCP
innovation-captureExplore authorised context, search for related innovations, register or update records, and optionally start automated feedback and follow its task.
patent-preparationResolve the selected innovation, preserve the user's explicit patenting intent, request preparation and explain the actual outcome.
lightbringer-navigationChoose a relevant next step and explain the patent process or platform/team continuation.
novelty-explorationExplore related public patent disclosures and save selected references when authorised.
trade-secretsExplain trade secrets and list accessible register index rows when the scope and organisation permit it.
patent-portfolioReview saved portfolios and families, read selected patent sections, discover and import publications, and verify authorised family updates.
company-contextEstablish a shared company brief and save authorised, revision-aware updates with the connected tools.
setupGet oriented from your current IP situation and develop a practical first plan, saved as a draft Strategy when requested.
ip-strategyBuild and revise an evidence-based Strategy using current capture guidance and revision-aware edits.

See the release and compatibility guide for package status and verification results.

agent-plugin is the canonical skills package. claude-plugin mirrors its complete skills tree with Claude-specific metadata. These are separate distribution packages for the same service. See the distribution guide for supported installation routes, release dependencies and host verification. A repository or registry listing does not itself establish approval or availability in a host's plugin directory.

After connecting, try:

Help me get started with Lightbringer and work out our next steps.

The setup skill, when installed, adapts to your situation without requiring patent expertise. A specific task can go directly to its workflow. With the innovation-capture skill, you can also ask:

Use Lightbringer's innovation-capture skill to identify potential innovations in the technical work we have discussed. Search for existing records, register new innovations and enrich relevant existing ones using supported facts. Preserve open questions and report anything that could not be saved. Do not request patent preparation; registration is the goal for now.

For a separate preparation request: “I want Lightbringer to prepare innovation X for patent filing.” For review work: “Help me respond to the patent team's review of X.”

For portfolio work: “Find publications filed under these company names and import our portfolio.” For family grouping: “Group these saved patents into families.”

Connect an MCP client directly

For clients accepting this configuration format:

{

"mcpServers": { "lightbringer": { "type": "streamable-http", "url": "https://mcp.lightbringer.com/mcp" } } }

Other hosts use their own connector UI or transport label; follow the matching plugin package. General guidance is available through MCP when the workflow skills are not installed.

Tools

The table describes each tool's purpose. Its read/write labels follow readOnlyHint, not OAuth scope. Availability depends on consented scopes, permissions and service configuration; clients should discover their available tools and schemas through tools/list.

ToolTypePurpose
whoamireadIdentify the connected user and organisation, with optional country, state and website. Where supported, include_members also retrieves a bounded roster of fellow members with read consent.
get_company_contextreadRead the organisation's profile, shared notes, update permission and current revision.
get_company_context_templatereadRetrieve the current company-context capture guide and update schema.
update_company_contextwriteUpdate selected profile fields or shared notes using the current revision; requires moderator rights and write consent.
searchreadFind accessible innovations, documents, Strategies and meetings.
fetchreadRetrieve accessible content, opt into complete Strategy asset state with include_asset: true, or read selected patent sections with pagination.
search_public_patentsreadFind public patent publications by assignee, keywords or complete publication number.
list_innovationsreadFind existing innovations.
get_innovationreadRead an innovation's current content.
list_trade_secretsread¹List the trade secret register entries you can open by reference, title, status and dates, without entry content.
get_strategy_templatereadRetrieve the current Strategy capture guide, schema and example; requires Strategy management rights.
create_assetwriteSave a populated draft Strategy using the shared asset interface.
update_assetwriteUpdate a Strategy using complete asset state and its current revision.
delete_assetwritePermanently delete a resolved Strategy when explicitly requested.
list_strategiesreadList accessible Strategies and their publication status.
get_strategyreadRead Strategy sections and the current edit revision.
create_strategywriteSave a populated draft Strategy.
edit_strategywriteApply direct section edits using the current revision, preserving unrelated content.
set_strategy_publicationwritePublish a Strategy or return it to draft when explicitly requested.
delete_strategywritePermanently delete a selected Strategy when explicitly requested.
get_innovation_templatereadRetrieve the structured registration template.
list_reviewsreadLocate Strategy, report and patent-draft reviews where you are a participant or creator.
get_reviewreadRead review documents, comments, discussion and available validation-country choices.
set_validation_countrieswriteReplace the country selection on an open validation review; earlier approvals return to pending.
list_tasksreadRecover owned task IDs and recorded status in the connected organisation; optional innovation filter and pagination.
delete_taskwriteDelete an owned task and cached findings in any state, without cancelling execution.
register_innovationwriteValidate and save an innovation in one request.
import_patentwriteSave a publication as an own patent or third-party reference.
refresh_patent_familywriteUpdate family grouping among saved own patents.
update_innovationwriteReplace selected sections of an existing innovation.
request_patent_preparationwriteRequest Lightbringer's patent-preparation workflow.

| start_innovation_feedback | write² | Dispatch automated description analysis and r

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