How real projects summarise themselves for language models.
groupdocs-annotationllms.txtgroupdocs-annotation/GroupDocs.Annotation.Mcp/llms.txt
pages as inline PNG image content blocks (annotations baked in) ## Supported formats PDF, DOCX, XLSX, PPTX, JPEG, PNG, TIFF, and 50+ other document and image formats supported by GroupDocs.Annotation. ## Environment
groupdocs-mergerllms.txtgroupdocs-merger/GroupDocs.Merger.Mcp/llms.txt
calls for Claude, Cursor, VS Code / GitHub Copilot, and other MCP-compatible clients. Supports PDF, DOCX, XLSX, PPTX, and 30+ more document, image, and archive formats. Exposes Merge, Split
groupdocs-parserllms.txtgroupdocs-parser/GroupDocs.Parser.Mcp/llms.txt
calls for Claude, Cursor, VS Code / GitHub Copilot, and other MCP-compatible clients. Supports PDF, DOCX, XLSX, PPTX, HTML, EPUB, MSG, EML, JPG, PNG, TIFF, and 50+ more document
groupdocs-redactionllms.txtgroupdocs-redaction/GroupDocs.Redaction.Mcp/llms.txt
type, page count, size, and per-page dimensions as JSON (no modification) ## Supported formats PDF, DOCX, XLSX, PPTX, JPEG, PNG, TIFF, and other document and image formats supported by GroupDocs.Redaction
groupdocs-signaturellms.txtgroupdocs-signature/GroupDocs.Signature.Mcp/llms.txt
type, page count, size, and per-page dimensions as JSON (read-only) ## Supported formats PDF, DOCX, XLSX, PPTX, JPEG, PNG, TIFF, and 30+ other document and image formats supported
groupdocs-watermarkllms.txtgroupdocs-watermark/GroupDocs.Watermark.Mcp/llms.txt
calls for Claude, Cursor, VS Code / GitHub Copilot, and other MCP-compatible clients. Supports PDF, DOCX, XLSX, PPTX, PNG, JPG, VSDX, and 50+ more document and image formats. Exposes AddWatermark
Hasned-specllms.txtHasned-spec/ox402-utils/docs/llms.txt
return JSON matching your schema via a fast LLM. Read-only. Cost ~$0.02. - pdf-extract ($0.020) - Extracts text from PDF URLs or base64. Agents lack poppler/pdftotext; we run it server
hermes-labs-aillms.txthermes-labs-ai/precise-records-unstable-meanings/llms.txt
License: CC BY 4.0 - Canonical HTML edition: https://hermes-labs.ai/research/precise-records-unstable-meanings - Hosted PDF: https://hermes-labs.ai/papers/precise-records-unstable-meanings-ai-agent-telemetry-validity.pdf - Publication index entry: https://github.com/hermes-labs-ai/hermes-publications/tree/main/papers/precise-records-unstable-meanings - Repository: https://github.com/hermes-labs-ai/precise-records-unstable-meanings ## Evidence boundary The reported corpus
imtaqinllms.txtimtaqin/waxum-doc/static/llms-full.txt
# waxum — full docs > Concatenated markdown of all documentation pages. Source: https://waxum.imtaqin.id --- # Source: /docs/intro.md
joaogqueirozllms.txtjoaogqueiroz/joaogqueiroz.github.io/llms.txt
Compose, Swagger - [TaskControl](https://github.com/joaogqueiroz/TaskControl): task management web app with progress charts and PDF reports (ASP.NET Core MVC, .NET 8, Dapper, SQL Server, Highcharts
jtannahillllms.txtjtannahill/jamestannahill-llms/llms-full.txt
style models Professional presence: - [Executive Profile](https://jamestannahill.com/profile): One-page executive profile, downloadable PDF (moved from /resume, which now redirects; contact: profile@jamestannahill.com) - [LinkedIn](https://www.linkedin.com/in/jamesstannahill/): Professional profile
jtannahillllms.txtjtannahill/jamestannahill-llms/llms.txt
Operator. Investor. Builder. - [Executive Profile](https://jamestannahill.com/profile): One-page executive profile with downloadable PDF (contact: profile@jamestannahill.com) - [Contact](https://jamestannahill.com/contact): Contact form and pre-engagement questions ## Current Roles - **Intelligent
kevinastuhuamanllms.txtkevinastuhuaman/ai-kevinastuhuaman/public/llms-full.txt
Portfolio: https://portfolio.kevinastuhuaman.com/ - Recruiter packet: https://portfolio.kevinastuhuaman.com/packet/ - Markdown recruiter packet: https://portfolio.kevinastuhuaman.com/recruiter-packet.md - PDF recruiter packet: https://portfolio.kevinastuhuaman.com/kevin-astuhuaman-recruiter-packet.pdf - LinkedIn: https://www.linkedin.com/in/kevinastuhuaman - GitHub: https://github.com/kevinastuhuaman - Writing
kevinastuhuamanllms.txtkevinastuhuaman/ai-kevinastuhuaman/public/llms.txt
portfolio.kevinastuhuaman.com/resume/ - Evidence index: https://portfolio.kevinastuhuaman.com/proof/ - Markdown recruiter packet: https://portfolio.kevinastuhuaman.com/recruiter-packet.md - PDF recruiter packet: https://portfolio.kevinastuhuaman.com/kevin-astuhuaman-recruiter-packet.pdf - Full machine profile: https://portfolio.kevinastuhuaman.com/llms-full.txt - Structured profile JSON: https://portfolio.kevinastuhuaman.com
Kibertumllms.txtKibertum/RENAR/llms-full.txt
глава Клиент написал в ТЗ: пользователь выгружает отчёт. Инженер прочитал это как выгрузку в PDF, спецификация назвала CSV, а тест в итоге проверяет Excel. Злого умысла нет — требование просто живёт
lauren-frameworkllms.txtlauren-framework/lauren-ai/llms-full.txt
# lauren-ai — Full API Reference > First-party AI/LLM companion for the Lauren web framework
llm-brfllms.txtllm-brf/llm-brf.github.io/llms-full.txt
monthly costs and future risk. This information lives in the årsredovisning (annual report), a PDF filed with Bolagsverket that most buyers don't read carefully. 3. **Decision compression.** Swedish apartments
luistragediallms.txtluistragedia/luis-g-analysis-web/llms.txt
consulta. No presentar el contenido como norma universal ni como recomendación personalizada. ## Ruta futura - PDF completos de los volúmenes. - Audiolibros. - Interacción y feedback V1. ## Contacto editorial Autor: Luis G. Sitio
MachengShenllms.txtMachengShen/MachengShen.github.io/llms-full.txt
# Macheng Shen > A one-person research program on **information, learning, and what makes futures
MachengShenllms.txtMachengShen/MachengShen.github.io/llms.txt
# Macheng Shen > A one-person research program on **information, learning, and what makes futures
A markdown file at a website's root that gives language models a short guide to the site and links to the pages worth reading.
The same idea with the content included, so an agent can read the documentation in one request.
Agents and tools that fetch documentation on someone's behalf. It's a proposal, not a standard, and support varies.
Start with a one-line summary, then sections of links with a sentence each. The examples here show what real projects do.
