Suppr
Suppr: an intelligent tool focused on plugins and skills.
Tags:Plugins and SkillsWhat is Suppr super-powered literature?
Suppr Super Literature is an AI-based platform for document translation and academic research, developed by WildData. It integrates PubMed literature searches, translation of files in various formats, in-depth research, academic information, and developer interfaces under one account system.
Suppr is aimed particularly at users in the fields of medicine, life sciences, and those who need to read foreign-language research papers. Its search interface is based on PubMed, and it should not be considered a general literature platform that covers databases from all disciplines.
Main functions
- Search for PubMed articles using natural language in Chinese or English.
- Returns structured information such as title, abstract, author, journal, DOI, and PMID.
- Narrow down the results by criteria such as year, journal, impact factor, or author.
- Upload PDF, Word, Excel, PowerPoint, text, and web page files for translation.
- Maintain the original document’s main layout and structure during translation.
- Special optimization options are available for mathematical formulas in PDFs.
- In-depth research reports in both Chinese and English are prepared based on the research questions.
- Export the results of in-depth research as a Word document.
- Translate directly within the literature management process using the Zotero plugin.
- Use browser extensions, Windows or Mac clients, and WeChat mini-programs.
- Connect to external workflows through open APIs, MCP services, and Claude Code Skills.
Overview of product capabilities
| module | Key capabilities | Typical output |
|---|---|---|
| Literature search | Search PubMed using natural language in Chinese and organize metadata. | List of papers, abstracts, DOI, PMID, and journal information |
| AI document translation | Translation in multiple formats and languages, while maintaining the layout as much as possible. | Downloadable translation files |
| In-depth research | Search for relevant information related to the issue, organize it, and generate a comprehensive report. | Chinese and English research reports and Word documents |
| Zotero plugin | Initiate PDF translation in a Zotero entry | Translation file attached to the original entry |
| Open API | Create translation tasks, check status, and retrieve documents | Structured interface response |
| MCP and Skills | Allow the AI client to utilize translation and search capabilities. | Results of dialog-based tasks |
Search PubMed in Chinese
Users can directly enter their research questions in Chinese; the platform converts these into queries suitable for searching and returns relevant medical literature. The results include information such as abstracts, authors’ institutions, journals, publication years, impact factors, citation counts, and links to the full articles.
- Describe diseases, interventions, outcomes, or research directions in natural language.
- Limit to recent years, specify authors, or specify journals.
- Use expert mode to obtain a more academic style of result presentation.
- Choose between an academic style and a popular science style for the presentation.
- Organize the literature evidence, research directions, and potential gaps in research.
- Establish a candidate list of documents for reporting, reviews, and interdisciplinary research.
Tutorial on literature search
- Log in to Suppr and go to the literature search page.
- Use one sentence to clarify the research subject, the intervention, and the time frame.
- Choose expert mode or an expression style suitable for the readers.
- Add conditions such as year, journal, author, or impact factor.
- Run the search and read the result titles and summaries.
- Open the details of the highly relevant papers to verify the DOI and PMID.
- Return to the PubMed or journal page to verify the original record.
- Import the candidate papers into a literature management tool and remove duplicates manually.
Suggestions for writing search queries
- Identify the population, disease, or research subject.
- Describe the intervention, exposure, or technique of interest.
- Clearly state the comparison protocol and the main outcomes.
- Indicate the year range you wish to cover.
- Systematic reviews should establish reproducible database search queries separately.
- Do not rely on AI-based automatic screening as the final decision for inclusion or exclusion.
AI document translation
Suppr can convert common file formats such as PDF, DOCX, XLSX, PPTX, TXT, HTML, and EPUB, and it automatically identifies the source language. The official developer information lists support for 13 languages, including Simplified Chinese, Traditional Chinese, English, Japanese, Korean, French, German, and Spanish.
| File type | Common uses | It needs to be checked carefully. |
|---|---|---|
| Papers, reports, and textbooks | Two-column layout, formulas, footnotes, scanned pages, and charts | |
| Word | Draft papers and research reports | Styles, annotations, citation fields, and tables of contents |
| Excel | Data tables and glossaries | Formulas, number formats, merged cells, and worksheets |
| PowerPoint | Academic presentations and course demonstrations | Text box overflow, font and graphic positioning |
| TXT | Plain text materials | Encoding, paragraph, and terminology consistency |
| HTML | Web page archiving and online documents | Dynamic content, links, and scripts to generate text |
| EPUB | E-books | Chapter structure, table of contents, and image captions |
Document Translation Tutorial
- Go to the document translation and upload page.
- Select files that allow processing and do not contain sensitive information.
- Verify that the file type and size comply with the limits of the current plan.
- Choose between automatic detection of the source language or manual specification.
- Select the target language and enable PDF formula optimization as needed.
- Submit the task and check the translation progress.
- Download the translation file after the task is completed.
- Check the layout, numbers, formulas, terminology, and references page by page.
- Save the manually proofread version and delete the cloud files that are no longer needed.
Translation Quality Checklist
- Do the title, abstract, and keywords retain their academic meaning?
- Are the technical terms consistent throughout the text?
- Check whether the statistical values, units, signs, and confidence intervals are correct.
- Whether formulas, subscripts, and special symbols are lost.
- Are the chart titles, footnotes, and cross-references misaligned?
- Whether the author’s name, institution, DOI, and references have been mistranslated.
- Are there any errors in the paragraph order in two-column PDFs and scanned documents?
In-depth research
The in-depth research module is based on global scientific literature; users can enter a research question and have long reports in both Chinese and English generated. The publicly available examples cover fields such as medicine, public health, materials science, economics and finance, communication studies, digital humanities, education, and agriculture.
- Generate academic review and research progress reports.
- Identify trends, key studies, and potential opportunities.
- Compare drugs, technical approaches, or the competitive landscape in the industry.
- Prepare preliminary materials and a research framework for project application.
- Generate structured reports on interdisciplinary topics.
- Export the completed report as Word to continue editing it.
In-depth research on usage recommendations
- Specify the research scope, year, and key sub-questions in the question.
- It is necessary to distinguish between evidence, inference, and future predictions.
- For each key conclusion, verify it against the original paper.
- Supplement databases and gray literature that are not covered by the platform.
- Do not use the automatic report as a formal paper or as the result of a research project.
- Record the generation date and the process of manual modifications.
Zotero plugin
Suppr offers an official Zotero translation plugin that allows PDF translation to be performed by right-clicking on a literature entry. Once the translation is complete, it is downloaded and attached to the original entry, making it possible to integrate reading, translation, and literature management within the same workflow.
- It supports Zotero 7, 8, and 9.
- Install manually using the XPI installation package.
- Right-click in Zotero to start translation.
- Displays the processing progress and task status.
- It allows for the configuration of translation languages and quality options.
- Use the Suppr account and point system.
Zotero plugin installation guide
- Verify that the Zotero version and network environment meet the requirements.
- Download the latest XPI file from the official GitHub Releases.
- In the Zotero plugin management interface, select installation from a file.
- Select the XPI file and confirm the installation.
- After restarting Zotero, log in to your Suppr account.
- Select a non-sensitive PDF and right-click to test translation.
- Check whether the translation has been correctly attached to the original entry.
- When compatibility issues arise, check the plugin and Zotero versions.
Open API
Suppr OpenAPI 1.0.0 is intended for third-party developers; the features currently available include document translation and natural language search of documents. All endpoints use API Keys for Bearer authentication, and they return uniform code, message, and data structures.
| Interface capabilities | Uses | Key results |
|---|---|---|
| Create a translation task | Upload a file or provide the file’s address and specify the language. | Task ID, status, and points consumed |
| Query translation details | Polling task progress and results | Progress, translation files, and error messages |
| List translation tasks | View historical tasks in pages | Total number of tasks and task list |
| Stop the translation task. | Terminate processes that are no longer needed. | Response under standard conditions |
| Literature search | Search PubMed using natural language. | Structured paper metadata and credit consumption |
API security recommendations
- Store the API Key in server key management or environment variables.
- Do not include the key in frontend code, public repositories, or screenshots.
- Set timeouts, retries, rate limiting, and idempotency controls for calls.
- Only trusted file sources are allowed to enter the translation process.
- Record the task ID and points consumed, but anonymize personal information in the logs.
- The key is revoked and replaced immediately upon any leakage.
MCP service
The official Suppr MCP Server provides document translation and PubMed-based semantic search to AI clients that support model context protocols. It can be used with tools such as Claude Desktop, Cursor, Windsurf, as well as with other compatible clients.
- Create a document translation task.
- Check the status of a single translation task and download the results.
- List historical translation tasks in pages.
- Search for academic literature using natural language.
- Fields such as title, abstract, DOI, author, etc. can be returned as needed.
- The Suppr API Key is read via environment variables.
MCP Installation Tutorial
- Prepare Node.js 18 or a later version.
- Register for a Suppr account and create an API Key.
- Run suppr-mcp using npx or install it globally.
- Configure commands, parameters, and key environment variables on the MCP client.
- Restart the client and verify that the Suppr tool has been loaded.
- First, run the task using a public paper or test file.
- Check the return status, points consumed, and downloaded files.
- The production environment includes key rotation, log masking, and call limits.
Claude Code Skills
Suppr has also released skill plugins for Claude Code, designed for document translation and the retrieval of academic literature. These plugins operate through the Suppr API, and they require a account, an API key, as well as API credits.
| Skills | Main tasks | Typical input |
|---|---|---|
| suppr-translate | Create, query, list, or stop translation tasks | Translate local files or file addresses |
| suppr-search-articles | Search PubMed and return structured fields | Number of research questions and results in Chinese and English |
Member package prices
As of August 20, 2026, the monthly payment page on the official website lists four versions: the free version, the lightweight version, the advanced version, and the Pro version. The prices for quarterly and annual payments, as well as any promotional discounts, may vary; the final price and included benefits shall be those indicated on the payment page.
| Monthly plan | Price | Monthly points | Maximum size for a single file | Concurrent translation | Save file |
|---|---|---|---|---|---|
| Free version | 0 yuan | 100 points are given for logging in every day. | 5MB | 1 | 30 days |
| Light membership tier | 19 yuan per month | 3000 points, valid for the current month | 100MB | 3 | 365 days |
| Premium Member | 79 yuan per month | 20,000 points, valid for the current month | 100MB | 3 | 365 days |
| Pro Membership | 395 yuan per month | 100,000 points, valid for the current month | 100MB | 5 | 365 days |
All four tiers include options for literature search, AI-powered file translation, in-depth research, and Zotero plugins. The paid tiers also offer priority customer support; membership points are issued on a monthly basis with an indication of their validity for that month.
Price of web page points packages
The web points package can be used for website features and the Zotero plugin, and the page annotations remain valid indefinitely. The offers listed below are available for a limited time during verification; the remaining time and discounts may change depending on the campaign.
| Points package | Integration | Original price | Discounted price during verification | Approximately per thousand points |
|---|---|---|---|---|
| Basic Points Package | 1000 | 10 yuan | 6.99 yuan | 6.99 yuan |
| Standard integration package | 3000 | 30 yuan | 14.99 yuan | 5.00 yuan |
| Affordable point packages | 10000 | 100 yuan | 49.90 yuan | 4.99 yuan |
| Value-packed points package | 20000 | 200 yuan | 89.90 yuan | 4.50 yuan |
| Enjoy the Points Package | 100000 | 1000 yuan | 299 yuan | 2.99 yuan |
Price of API credit packages
API credits and website credits are purchased separately; the official website specifies that they can only be used for API calls. The API package includes functions for document translation and literature retrieval, with a maximum file size of 100MB, support for up to 3 translation tasks simultaneously, and file storage lasting for 365 days.
| API points package | Integration | Price | Validity period | Scope of use |
|---|---|---|---|---|
| API Basic Points Package | 1000 | 10 yuan | Valid forever | Only API calls |
| API standard integration package | 3000 | 30 yuan | Valid forever | Only API calls |
| API Enjoyment Points Package | 100000 | 1000 yuan | Valid forever | Only API calls |
How to choose a payment method
- For occasional use, you can start with the free version and a small amount of permanent credits.
- When the monthly workload remains stable, compare member points with the price per point package.
- When performing large-scale translations, it is necessary to take into account the file size limits, the number of concurrent tasks, and the retention period.
- Zotero users should purchase web credits, rather than only API credits.
- Developers and MCP workflows should purchase API credits.
- Do not purchase more than what you actually need in one go before the end of the promotional price period.
What use cases are suitable?
- Medical students and researchers in life sciences use Chinese to search PubMed.
- Researchers quickly read foreign language papers and technical reports.
- Teachers and students translate course materials, papers, and presentations.
- The research team prepared a draft of the topic overview and trend analysis.
- Zotero users can translate PDFs directly within their database.
- Developers integrate literature search into research assistants or internal systems.
- The AI client uses MCP to initiate translation and literature retrieval tasks.
- Multilingual teams handle Office documents and web content.
Tasks that are not suitable for completion directly
- Replace manual efforts with formal systematic reviews and Meta-analyses.
- It covers all academic databases such as Scopus and Web of Science.
- Translation of papers that can be published without proofreading.
- Medical diagnosis, treatment recommendations, or medication decisions.
- Handling unauthorized patient data and trade secrets.
- It ensures 100% accurate reproduction of complex PDFs, scanned documents, and formulas.
- Using the impact factor and citation count as the only criteria for assessing the quality of a paper.
Product advantages
- Natural language search in Chinese reduces the barriers to using PubMed.
- The search results include various structured paper metadata.
- Document translation covers PDF and common Office formats.
- It offers formula optimization and layout preservation capabilities.
- In-depth research can generate reports in both Chinese and English, which can also be exported in Word format.
- The Zotero plugin integrates translation into the literature management process.
- There are comprehensive entry points for web pages, desktops, browsers, and mini-programs.
- Open APIs, MCP, and Skills facilitate automated integration.
- There is a clear distinction between web-based point packages and API-based point packages.
- The official GitHub repository provides installation instructions and parameter details.
Usage restrictions and precautions
- The primary source for searches is PubMed, and the range of disciplines covered is not comprehensive.
- Natural language retrieval cannot replace reproducible, professional database search queries.
- AI may misinterpret abstracts, omit papers, or misjudge relevance.
- Impact factors and citation counts may be delayed or based on different criteria.
- Translation may damage two-column layouts, formulas, tables, and complex formatting.
- Technical terms, statistical results, and references must be manually reviewed.
- In-depth research reports may overlook counter-evidence or draw incorrect conclusions.
- The free version allows a file size of up to 5MB, and complex papers often exceed this limit.
- Member points are valid only for the month in which they are earned, unlike permanent point packages.
- Website points cannot be used directly as API points.
- Uploading to the cloud is not suitable for sensitive research and patient data that have not been anonymized.
- Prices, free gifts, and time-limited offers may be adjusted at any time.
Privacy and the security of research data
To translate documents, it is necessary to upload the files to the Suppr service; the API and MCP also send the task data to the cloud. Users should read the current privacy policy, terms of service, and their organization’s data management policies before uploading.
- Remove names, medical record numbers, contact information, and any other data that can identify the patient.
- Do not upload unpublished patents, contracts, or documents subject to confidentiality agreements.
- Confirm that the content of the paper and database can be handed over to third parties for processing.
- Implement access control for API logs, task records, and download links.
- The fact that a file is saved for 365 days does not mean it must be retained until the end of that period.
- After the project is completed, remove the unnecessary translation files and keys.
- For highly sensitive studies, institution-approved local or proprietary protocols should be used preferentially.
GitHub and the open-source status
The official GitHub repository of WildDataX has made projects such as suppr-mcp, suppr-zotero-plugin, and suppr-skills available. The MCP and Skills repositories are licensed under the MIT license; installation instructions are also provided for the Zotero plugin. However, this does not mean that the Suppr cloud platform and its translation models can be considered fully open source.
| Project | Uses | Public status |
|---|---|---|
| suppr-mcp | A service that connects MCP clients to translation and PubMed search functions. | Public repository, MIT license |
| suppr-skills | Skills in translating Claude Code documentation and conducting literature searches | Public repository, MIT license |
| suppr-zotero-plugin | Initiate document translation in Zotero | Public warehouses and XPI releases |
| Suppr Cloud Platform | Search, translation, in-depth research, and account billing | It has not been released as a complete open-source platform. |
Basic information
| field | Content |
|---|---|
| Tool name | Suppr Superpowered Literature |
| Developer | WildData |
| Tool type | Academic search, AI-powered document translation, and in-depth research |
| Core search sources | PubMed |
| Supported files | PDF, DOCX, XLSX, PPTX, TXT, HTML, and EPUB, etc. |
| Platform | Web, Zotero, browser extensions, Windows, Mac, and WeChat mini-programs |
| Developer capabilities | OpenAPI, MCP, and Claude Code Skills |
| Price pattern | Free version, membership subscriptions, website points, and API points |
| Whether API is provided | Yes |
| Is it open source? | Some clients are based on open-source technologies, while the cloud platform is not open source. |
Recommendation score
4.5 / 5. Suppr allows searching for Chinese content in PubMed, maintains the original translation format, and integrates advanced research tools with Zotero workflows; it also offers a wide range of options for developers. However, the coverage of databases, the accuracy of AI-driven searches and translations still require manual oversight and verification.
Frequently Asked Questions
Can Suppr be used for free?
Yes. The free version does not require any membership fee; 100 points are awarded for each daily login, but the maximum size of a single file is 5MB, and the concurrency levels as well as the storage duration are lower compared to those of paid members.
Can Suppr be used to search PubMed in Chinese?
Yes. Users can enter questions in natural Chinese language, and narrow down the search results using criteria such as year, journal, author, or impact factor.
Which document formats are supported?
Public information lists formats such as PDF, Word, Excel, PowerPoint, TXT, HTML, and EPUB. The range of formats supported by different entry points may vary slightly.
Will the translation preserve the formatting?
The platform aims to maintain a consistent format, but complex two-column layouts, scanned pages, formulas, tables, and fonts may still result in misalignments. It is necessary to check each page carefully before using it officially.
What is the difference between member points and point packages?
Member points are issued on a monthly basis and marked as valid for that month, while points available on the website are indicated as being permanently valid. API point packages must be purchased separately and can only be used for API calls.
Does Suppr support Zotero?
Supported. The official plugin allows right-click translation of PDFs in Zotero, with the resulting translation attached to the original document entry.
Are API and MCP provided?
Both are available. The API supports translation tasks and PubMed searches, while MCP integrates these functionalities into compatible AI clients.
Is Suppr an open-source project?
It is not a fully open-source product. The official team has made available repositories for MCP, Skills, and Zotero plugins, but the cloud platform, models, and billing services are not fully open source.
Can a systematic review be completed directly using Suppr?
No. A systematic review requires searches across multiple databases, reproducible search queries, dual screening, bias assessment, and a thorough data extraction process.
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