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The server translates MCP protocol messages into python-pptx library calls, handling the serialization of presentation objects (slides, shapes, text) and file I/O operations.","intents":["Generate automated presentation decks from LLM-generated content or structured data","Build agents that create business presentations, reports, or proposals without manual PowerPoint interaction","Integrate PowerPoint generation into multi-tool LLM workflows via MCP","Programmatically create slide templates and batch-generate variations"],"best_for":["AI agents and LLM applications requiring presentation output","Teams building MCP-based automation workflows","Developers integrating PowerPoint generation into Claude or other MCP-compatible AI systems"],"limitations":["Limited to MCP protocol communication — requires MCP-compatible client (Claude Desktop, LLM frameworks with MCP support)","No real-time collaborative editing or conflict resolution for concurrent modifications","Presentation complexity limited by MCP message size constraints and server resource allocation","No built-in support for advanced PowerPoint features like animations, transitions, or embedded media beyond basic shapes and text"],"requires":["MCP-compatible client or framework (Claude Desktop, LangChain with MCP support, or custom MCP client)","Python 3.8+ runtime environment for the MCP server","python-pptx library (typically bundled with the server)","Network connectivity or local socket access to the MCP server"],"input_types":["MCP tool call requests with JSON-structured parameters","Text content for slides (titles, body text, speaker notes)","Numeric values for layout positioning and sizing","Color specifications (hex or RGB format)"],"output_types":[".pptx files (Office Open XML format)","File paths or binary streams containing generated presentations","Structured responses confirming slide/shape creation with object references"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_apizarrocotes-pptx__cap_1","uri":"capability://tool.use.integration.slide.content.insertion.and.formatting.via.mcp","name":"slide content insertion and formatting via mcp","description":"Adds and formats text, shapes, and basic content elements to PowerPoint slides through MCP tool calls, translating high-level formatting directives (font size, color, alignment, bullet points) into python-pptx shape and text frame operations. Supports positioning elements on slides using coordinate-based or layout-based placement.","intents":["Add formatted text blocks, titles, and bullet points to slides programmatically","Apply consistent styling (fonts, colors, sizes) across multiple slides","Position shapes and text boxes at specific coordinates or using predefined layouts","Create structured slide content from LLM-generated text without manual formatting"],"best_for":["LLM agents generating content-rich presentations with consistent branding","Automation workflows that need to apply templates or style guides to generated slides","Developers building presentation templates that accept dynamic content injection"],"limitations":["No support for complex text formatting (strikethrough, subscript, mixed fonts within a single text block) — limited to paragraph-level styling","Shape positioning is absolute (pixel-based) or layout-based, not responsive to slide size changes","No built-in support for tables, charts, or embedded objects — only basic shapes and text frames","Font availability depends on the server's system fonts; custom fonts require pre-installation"],"requires":["Active MCP server connection with pptx capability enabled","Valid presentation object reference from a prior create or open operation","Slide index or reference to target slide","Text content and optional formatting parameters (font name, size, color, alignment)"],"input_types":["Text strings (titles, body text, bullet points)","Numeric values for font size, positioning (x, y), and dimensions (width, height)","Color specifications (hex codes or named colors)","Enumerated values for alignment (left, center, right) and font styles (bold, italic)"],"output_types":["Confirmation responses with shape/text frame object IDs","Updated .pptx file state (persisted to disk or returned as binary)","Structured metadata about inserted elements (position, size, applied styles)"],"categories":["tool-use-integration","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_apizarrocotes-pptx__cap_2","uri":"capability://tool.use.integration.presentation.file.i.o.and.persistence.via.mcp","name":"presentation file i/o and persistence via mcp","description":"Manages loading, saving, and persisting PowerPoint files through MCP protocol calls, handling file system operations (read/write), file path resolution, and binary serialization of presentation objects. Supports creating new presentations from scratch and opening existing .pptx files for modification.","intents":["Load existing PowerPoint files to modify or extend them programmatically","Save generated presentations to disk with specified file paths","Manage multiple presentation files in a workflow (create, modify, save, retrieve)","Persist presentation state between MCP server requests without losing changes"],"best_for":["Workflows that need to read existing presentations and add content","Batch processing scenarios where multiple presentations are created and saved","Systems requiring durable storage of generated presentations for later retrieval"],"limitations":["File path handling depends on server's working directory and file system permissions — no built-in sandboxing or access control","No version control or change tracking — overwrites existing files without backup","Large presentations (>50MB) may exceed MCP message size limits or cause server memory issues","No support for cloud storage backends (S3, OneDrive, etc.) — local file system only"],"requires":["MCP server running with file system access to the target directory","Write permissions on the target directory for saving files","Valid file path (absolute or relative to server's working directory)","For opening: existing .pptx file in a supported format (Office 2007+)"],"input_types":["File paths (strings, absolute or relative)","Binary presentation data (for programmatic creation)","File mode indicators (create new, open existing, append)"],"output_types":[".pptx files written to disk","File paths or URIs pointing to saved presentations","Confirmation responses with file metadata (size, creation time, modification time)","Binary presentation data for transmission or backup"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_apizarrocotes-pptx__cap_3","uri":"capability://tool.use.integration.multi.slide.presentation.structure.management.via.mcp","name":"multi-slide presentation structure management via mcp","description":"Creates, organizes, and manages multiple slides within a presentation through MCP tool calls, supporting slide addition, deletion, reordering, and layout selection. Translates high-level slide management requests into python-pptx Slide and SlideLayout operations, maintaining slide order and layout consistency.","intents":["Add new slides to a presentation with specified layouts (title, content, blank, etc.)","Reorder slides or remove slides from a presentation","Apply consistent slide layouts across a presentation for visual coherence","Build multi-slide presentations from LLM-generated outlines or structured data"],"best_for":["Agents generating multi-section presentations (e.g., reports with title, sections, conclusion)","Workflows that need to organize content across slides based on topic or hierarchy","Template-based presentation systems where slide layouts are predefined"],"limitations":["Layout selection limited to built-in PowerPoint layouts — no custom layout creation via MCP","Slide reordering is positional (move slide N to position M) — no semantic reordering based on content","No support for slide masters or theme modifications — layout changes apply only to individual slides","Bulk operations (add 100+ slides) may be slow due to MCP message overhead per slide"],"requires":["Active presentation object reference","Slide layout name or index (e.g., 'Title Slide', 'Title and Content')","For reordering: valid slide indices within the presentation's current slide count"],"input_types":["Slide layout identifiers (strings or indices)","Slide indices for reordering or deletion operations","Numeric values for slide positioning"],"output_types":["Confirmation responses with new slide object IDs","Updated slide count and order metadata","Structured representation of slide layouts available in the presentation"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_apizarrocotes-pptx__cap_4","uri":"capability://tool.use.integration.presentation.metadata.and.property.management.via.mcp","name":"presentation metadata and property management via mcp","description":"Reads and modifies presentation-level metadata (title, author, subject, keywords) and document properties through MCP tool calls. Translates metadata updates into python-pptx core properties operations, enabling agents to set document information without direct access to the underlying XML.","intents":["Set presentation title, author, and subject for document identification","Add keywords or tags to presentations for searchability and organization","Retrieve existing presentation metadata for validation or logging","Ensure generated presentations include proper attribution and metadata"],"best_for":["Workflows requiring consistent document metadata across generated presentations","Systems that need to track presentation provenance (author, creation date, modification history)","Compliance or governance scenarios where document properties must be audited"],"limitations":["Limited to core properties (title, author, subject, keywords) — no custom properties or extended metadata","No support for document protection, encryption, or access control metadata","Metadata changes do not trigger version control or change tracking — no audit trail","Keyword/tag support is flat (comma-separated strings) — no hierarchical tagging or taxonomy"],"requires":["Active presentation object reference","For setting metadata: string values for title, author, subject, keywords"],"input_types":["Text strings for title, author, subject, keywords","Enumerated values for document status or category (if supported)"],"output_types":["Confirmation responses with updated metadata","Structured metadata objects containing all document properties","Timestamps for creation and last modification"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_apizarrocotes-pptx__cap_5","uri":"capability://tool.use.integration.presentation.metadata.and.properties.management","name":"presentation metadata and properties management","description":"Manages presentation-level metadata including title, author, subject, keywords, and creation/modification timestamps through MCP tools. The server updates Office Open XML core properties and custom properties, allowing agents to set presentation metadata that appears in file properties dialogs and document information panels.","intents":["Set presentation title, author, and subject for document organization","Add keywords and tags to presentations for searchability and categorization","Embed creation date, modification date, and version information","Configure custom properties for tracking or workflow metadata"],"best_for":["Automated report generation systems that need to track document provenance","Workflows that embed metadata for downstream processing or archival","Teams building document management integrations with presentation generation"],"limitations":["Custom properties are limited to string values — no complex data types","Metadata is not validated — agents can set arbitrary values without constraints","No support for document protection, encryption, or access control metadata","Metadata changes require presentation to be saved — in-memory changes are not persisted until export"],"requires":["MCP client with tool-calling support","Understanding of Office Open XML core properties schema"],"input_types":["Metadata key-value pairs (title, author, subject, keywords, etc.)","Custom property names and values","Timestamp values for creation/modification dates"],"output_types":["Confirmation of metadata updates","Current presentation metadata state","Error messages if metadata keys are invalid"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_apizarrocotes-pptx__cap_6","uri":"capability://tool.use.integration.theme.and.style.application.across.presentations","name":"theme and style application across presentations","description":"Applies presentation themes, color schemes, and style templates through MCP tools, allowing agents to enforce consistent visual branding across slides. The server manages theme objects and applies them to slides using python-pptx's theme and style APIs, with support for predefined themes and custom color palettes.","intents":["Apply corporate branding or color schemes to generated presentations","Enforce consistent fonts, colors, and layouts across all slides","Switch between predefined themes or style templates","Customize theme colors and fonts for specific presentations"],"best_for":["Organizations generating branded presentations with consistent visual identity","Agents that need to apply corporate design systems to auto-generated content","Teams building presentation templates with enforced styling"],"limitations":["Theme support is limited to built-in themes and basic customization — complex design systems may not be fully supported","No support for master slide editing or advanced theme customization","Theme application is global — cannot apply different themes to different slides","Custom fonts in themes require font files to be available on the host system"],"requires":["MCP client with tool-calling support","Theme files or predefined theme names supported by python-pptx","Font files for custom fonts (if using custom theme colors/fonts)"],"input_types":["Theme name or identifier","Color palette definitions (RGB or hex values)","Font names and sizes for theme customization"],"output_types":["Confirmation of theme application","Updated presentation with applied theme","List of available themes or color options"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":25,"verified":false,"data_access_risk":"high","permissions":["MCP-compatible client or framework (Claude Desktop, LangChain with MCP support, or custom MCP client)","Python 3.8+ runtime environment for the MCP server","python-pptx library (typically bundled with the server)","Network connectivity or local socket access to the MCP server","Active MCP server connection with pptx capability enabled","Valid presentation object reference from a prior create or open operation","Slide index or reference to target slide","Text content and optional formatting parameters (font name, size, color, alignment)","MCP server running with file system access to the target directory","Write permissions on the target directory for saving files"],"failure_modes":["Limited to MCP protocol communication — requires MCP-compatible client (Claude Desktop, LLM frameworks with MCP support)","No real-time collaborative editing or conflict resolution for concurrent modifications","Presentation complexity limited by MCP message size constraints and server resource allocation","No built-in support for advanced PowerPoint features like animations, transitions, or embedded media beyond basic shapes and text","No support for complex text formatting (strikethrough, subscript, mixed fonts within a single text block) — limited to paragraph-level styling","Shape positioning is absolute (pixel-based) or layout-based, not responsive to slide size changes","No built-in support for tables, charts, or embedded objects — only basic shapes and text frames","Font availability depends on the server's system fonts; custom fonts require pre-installation","File path handling depends on server's working directory and file system permissions — no built-in sandboxing or access control","No version control or change tracking — overwrites existing files without backup","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.24,"ecosystem":0.38999999999999996,"match_graph":0.25,"freshness":0.5,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:25.635Z","last_scraped_at":"2026-05-03T15:19:37.911Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=apizarrocotes-pptx","compare_url":"https://unfragile.ai/compare?artifact=apizarrocotes-pptx"}},"signature":"X2YCZ/etg6vWj3ofalPoD1XcQgtE4XqjQ15dCHBVUvJN8i/jnrUCpIcpjuEuLi1FBRr5clGwbMagfQRrwS1XDg==","signedAt":"2026-06-20T11:42:53.454Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/apizarrocotes-pptx","artifact":"https://unfragile.ai/apizarrocotes-pptx","verify":"https://unfragile.ai/api/v1/verify?slug=apizarrocotes-pptx","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}