{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_tz3ech9exuyn","handle":"iflow-mcp-icip-cas-pptagent","url":"https://wellknown.network/agents/iflow-mcp-icip-cas-pptagent","links":{"self":"https://wellknown.network/agents/iflow-mcp-icip-cas-pptagent/record.json","html":"https://wellknown.network/agents/iflow-mcp-icip-cas-pptagent","markdown":"https://wellknown.network/agents/iflow-mcp-icip-cas-pptagent/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-icip-cas-pptagent","status":"https://wellknown.network/api/v1/agents/iflow-mcp-icip-cas-pptagent/status","claim":"https://wellknown.network/agents/iflow-mcp-icip-cas-pptagent/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-icip-cas-pptagent/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-icip-cas-pptagent/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-icip-cas-pptagent/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-icip-cas-pptagent/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-icip-cas-pptagent","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_icip-cas-pptagent","summary":"PPTAgent, a tool for utilizing LLMs to generate PowerPoint presentations from documents.","description":"# PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides\n\n<p align=\"center\">\n  📄 <a href=\"https://arxiv.org/abs/2501.03936\" target=\"_blank\">Paper</a> &nbsp; | &nbsp;\n  🤗 <a href=\"#open-source-\" target=\"_blank\">OpenSource</a> &nbsp; | &nbsp;\n  📝 <a href=\"./DOC.md\" target=\"_blank\">Documentation</a> &nbsp; | &nbsp;\n  <a href=\"https://deepwiki.com/icip-cas/PPTAgent\" target=\"_blank\"><img src=\"https://deepwiki.com/icon.png\" alt=\"Ask DeepWiki\"> DeepWiki</a> &nbsp; | &nbsp;\n  🙏 <a href=\"#citation-\" target=\"_blank\">Citation</a>\n</p>\n\nWe present PPTAgent, an innovative system that automatically generates presentations from documents. Drawing inspiration from human presentation creation methods, our system employs a two-step process to ensure excellence in overall quality. Additionally, we introduce **PPTEval**, a comprehensive evaluation framework that assesses presentations across multiple dimensions.\n\n## Open Source 🤗\nWe have released our model and data at [HuggingFace](https://huggingface.co/collections/ICIP/pptagent-68b80af43b4f4e0cb14d0bb2).\n\n## Demo Video 🎥\n\nhttps://github.com/user-attachments/assets/c3935a98-4d2b-4c46-9b36-e7c598d14863\n\n## Distinctive Features ✨\n\n- **Dynamic Content Generation**: Creates slides with seamlessly integrated text and images\n- **Smart Reference Learning**: Leverages existing presentations without requiring manual annotation\n- **Comprehensive Quality Assessment**: Evaluates presentations through multiple quality metrics\n\n## Case Study 💡\n\n- #### [Iphone 16 Pro](https://www.apple.com/iphone-16-pro/)\n\n<div style=\"display: flex; flex-wrap: wrap; gap: 10px;\">\n\n  <img src=\"../resource/iphone16pro/0001.jpg\" alt=\"图片1\" width=\"200\"/>\n\n  <img src=\"../resource/iphone16pro/0002.jpg\" alt=\"图片2\" width=\"200\"/>\n\n  <img src=\"../resource/iphone16pro/0003.jpg\" alt=\"图片3\" width=\"200\"/>\n\n  <img src=\"../resource/iphone16pro/0004.jpg\" alt=\"图片4\" width=\"200\"/>\n\n  <img src=\"../resource/iphone16pro/0005.jpg\" alt=\"图片5\" width=\"200\"/>\n\n  <img src=\".…","publisher":null,"homepage":"https://github.com/icip-cas/PPTAgent","repository":"https://github.com/icip-cas/PPTAgent/issues","version":"0.2.22","license":null,"protocols":["mcp"],"tags":["presentation","powerpoint","ppt","llm","ai","document-processing","mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_icip-cas-pptagent","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"documents.presentations","name":"Presentations","confidence":1,"provenance":"declared"},{"slug":"ai.model-access","name":"Model Access","confidence":0.905,"provenance":"derived"}],"categories":["ai","documents"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"iflow-mcp_icip-cas-pptagent","registry":"pypi","observedAt":"2026-10-22T02:28:40.531Z","publishedAt":"2026-02-07T17:03:19.247505Z","latestVersion":"0.2.22"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_icip-cas-pptagent","url":"https://pypi.org/project/iflow-mcp_icip-cas-pptagent/","firstSeenAt":"2026-09-09T19:23:47.751Z","fetchedAt":"2026-10-22T02:27:18.540Z","normalizedAt":"2026-10-22T02:27:18.540Z"}]},"firstSeenAt":"2026-09-09T19:23:47.751Z","updatedAt":"2026-10-22T02:28:40.531Z"}