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The server acts as a protocol bridge that translates natural language intents into structured Miro SDK calls with standardized error handling and response formatting.","intents":["I want Claude to read and understand my Miro board structure programmatically","I need to query board metadata, permissions, and team information through an AI assistant","I want to inspect board contents and item relationships without manual API integration"],"best_for":["Teams using Claude Desktop who need AI-assisted Miro board analysis","Developers building AI workflows that require Miro board introspection","Non-technical users wanting Claude to understand their board state"],"limitations":["Requires active Miro API credentials with boards:read permission","Query latency depends on board size and Miro API response times","No built-in caching — each query hits the Miro API directly","Limited to Miro API rate limits (typically 100 requests/minute for standard accounts)"],"requires":["Node.js v16 or newer","Active Miro account with API access","Claude Desktop (latest version)","Miro API token with boards:read permission","@mirohq/miro-api ^2.2.4"],"input_types":["board IDs (string)","query parameters (JSON objects with Zod validation)","natural language requests from Claude"],"output_types":["board metadata (JSON)","item lists with properties","team and permission data (structured JSON)","error responses with diagnostic context"],"categories":["tool-use-integration","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-miro__cap_1","uri":"capability://tool.use.integration.ai.driven.board.and.item.creation.with.schema.based.validation","name":"ai-driven board and item creation with schema-based validation","description":"Enables Claude to create new Miro boards and add items (shapes, text, frames, connectors) through MCP tools that validate inputs against Zod schemas before API submission. Each tool maps directly to Miro SDK methods, translating Claude's natural language requests into structured API calls with required parameters (board ID, item type, position, styling). Supports batch item creation through sequential tool invocations, allowing Claude to build complex board layouts programmatically.","intents":["I want Claude to create a new Miro board with a specific name and team assignment","I need Claude to add shapes, text boxes, and frames to my board based on my description","I want to generate a board layout (wireframe, flowchart, mind map) from natural language"],"best_for":["Product managers using Claude to prototype board layouts","Teams automating board template generation","Designers wanting AI assistance in creating board structures"],"limitations":["Item positioning requires explicit x/y coordinates — no automatic layout algorithm","Styling options limited to Miro's supported properties (colors, fonts, sizes)","No undo/rollback — failed batch operations may leave partial boards","Connector creation requires pre-existing source and target item IDs"],"requires":["Node.js v16 or newer","Miro API token with boards:write permission","Claude Desktop with MCP server running","@mirohq/miro-api ^2.2.4","Valid team ID for board creation"],"input_types":["board creation parameters (name, team ID, description)","item creation parameters (type, position, size, text, styling)","natural language descriptions from Claude"],"output_types":["created board object with ID and metadata","created item objects with IDs and properties","error responses with validation details"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-miro__cap_2","uri":"capability://tool.use.integration.tag.based.board.organization.and.item.categorization","name":"tag-based board organization and item categorization","description":"Exposes Miro's tagging system through MCP tools that allow Claude to create tags, apply tags to items, and query items by tag. Implements tag management as a separate tool category that mirrors Miro's tag API, enabling Claude to organize board content hierarchically without manual tag creation. Tags persist across board sessions and can be used for filtering, searching, and bulk operations on tagged items.","intents":["I want Claude to organize my board items by category using tags","I need to find all items with a specific tag across my board","I want to create a tagging system for my team's board templates"],"best_for":["Teams managing large boards with many items","Designers creating reusable component libraries with tags","Organizations standardizing board organization practices"],"limitations":["Tags are board-scoped — cannot be shared across boards","No hierarchical tag structure (no parent-child relationships)","Tag deletion requires removing all tagged items first","No bulk tag operations — must apply tags item-by-item"],"requires":["Node.js v16 or newer","Miro API token with boards:write permission","Claude Desktop with MCP server running","@mirohq/miro-api ^2.2.4"],"input_types":["tag names (strings)","item IDs (strings)","tag query filters (JSON)"],"output_types":["created tag objects with IDs","tagged item lists (JSON arrays)","tag metadata and usage statistics"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-miro__cap_3","uri":"capability://tool.use.integration.claude.desktop.native.integration.via.mcp.protocol","name":"claude desktop native integration via mcp protocol","description":"Implements the Model Context Protocol (MCP) using @modelcontextprotocol/sdk v1.8.0 with StdioServerTransport, enabling seamless integration with Claude Desktop as a native tool provider. The server registers itself as an MCP server that Claude Desktop discovers and invokes through stdio communication, eliminating the need for manual API key management or custom integrations. Configuration is managed through environment variables (dotenv) and Claude Desktop's native MCP configuration file.","intents":["I want to use Miro directly from Claude Desktop without switching applications","I need Claude to have native access to my Miro boards as a built-in capability","I want to set up Miro integration with Claude Desktop in minutes, not hours"],"best_for":["Claude Desktop users wanting native Miro integration","Teams standardizing on Claude + Miro workflows","Developers deploying MCP servers to Claude Desktop environments"],"limitations":["Requires Claude Desktop (not available for Claude web or API)","MCP server must be running locally or accessible via stdio","Tool discovery happens at Claude Desktop startup — changes require restart","No built-in authentication UI — requires manual token configuration"],"requires":["Claude Desktop (latest version)","Node.js v16 or newer","Miro API token stored in .env file","@modelcontextprotocol/sdk ^1.8.0","MCP configuration in Claude Desktop settings"],"input_types":["natural language requests from Claude","tool invocations from Claude Desktop"],"output_types":["tool results (JSON)","error messages with context","structured responses for Claude interpretation"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-miro__cap_4","uri":"capability://tool.use.integration.comprehensive.miro.api.surface.exposure.through.89.specialized.tools","name":"comprehensive miro api surface exposure through 89+ specialized tools","description":"Exposes the complete Miro SDK functionality through 89+ MCP tools organized into functional categories (board management, item creation, tagging, permissions). Each tool implements a consistent interface pattern with Zod-based input validation, standardized error handling, and response formatting. The tool system is designed for extensibility — new tools can be added by following the established pattern without modifying core MCP infrastructure.","intents":["I want Claude to have access to all Miro capabilities without learning the API","I need to automate complex Miro workflows that require multiple API calls","I want to extend the Miro integration with custom tools following the existing pattern"],"best_for":["Developers building Miro automation workflows with Claude","Teams wanting comprehensive Miro-Claude integration","Organizations extending the MCP server with custom tools"],"limitations":["Tool coverage depends on Miro SDK version (@mirohq/miro-api ^2.2.4)","Some advanced Miro features may not be exposed if not in official SDK","Tool invocation order matters — some operations have dependencies","No built-in transaction support — multi-step operations can partially fail"],"requires":["Node.js v16 or newer","Miro API token with appropriate permissions","Claude Desktop with MCP server running","@mirohq/miro-api ^2.2.4","Understanding of Miro's API semantics"],"input_types":["tool-specific parameters (validated by Zod schemas)","board IDs, item IDs, team IDs (strings)","configuration objects (JSON)"],"output_types":["operation results (JSON objects)","lists of resources (JSON arrays)","error responses with diagnostic information"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-miro__cap_5","uri":"capability://safety.moderation.runtime.type.validation.and.error.handling.with.zod.schemas","name":"runtime type validation and error handling with zod schemas","description":"Implements Zod-based runtime validation for all tool inputs and outputs, catching type mismatches and invalid parameters before API submission. Each tool defines a Zod schema that validates request parameters, providing detailed error messages when validation fails. Error responses include diagnostic context (error type, validation details, suggested fixes) that Claude can interpret and use to correct requests.","intents":["I want Claude to catch invalid parameters before submitting to Miro API","I need detailed error messages when something goes wrong","I want to ensure type safety across all Claude-Miro interactions"],"best_for":["Teams prioritizing reliability and error handling","Developers debugging Claude-Miro integration issues","Organizations requiring audit trails of failed operations"],"limitations":["Validation adds ~10-50ms latency per tool invocation","Zod error messages may be verbose for complex schemas","No custom error recovery — Claude must handle all error responses","Validation only covers input/output types, not business logic constraints"],"requires":["Node.js v16 or newer","zod ^3.24.2","Understanding of Zod schema syntax for custom tools"],"input_types":["tool parameters (any JSON-serializable type)","Zod schema definitions (TypeScript)"],"output_types":["validation results (success or detailed error)","error objects with context (JSON)"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-miro__cap_6","uri":"capability://automation.workflow.multi.deployment.distribution.through.npm.smithery.and.docker","name":"multi-deployment distribution through npm, smithery, and docker","description":"Distributes the MCP Miro Server through multiple channels: NPM package (@k-jarzyna/mcp-miro) for direct installation, Smithery.ai platform for managed deployment, and Docker containerization for isolated environments. The NPM package includes a binary executable (build/index.js) configured through package.json's bin field, enabling one-command installation via npx. Docker support enables deployment in containerized environments without local Node.js setup.","intents":["I want to install the Miro MCP server with a single command","I need to deploy the server in a Docker container for production use","I want to use the server through Smithery.ai's managed platform"],"best_for":["Individual developers wanting quick local setup","Teams deploying to containerized infrastructure","Organizations using Smithery.ai for MCP server management"],"limitations":["NPM installation requires Node.js v16+ on the host system","Docker deployment adds container overhead (~50-100MB image size)","Smithery.ai deployment requires account and platform integration","Binary executable is platform-specific (Linux/macOS/Windows)"],"requires":["For NPM: Node.js v16 or newer, npm or yarn","For Docker: Docker runtime with container support","For Smithery: Smithery.ai account and API key","Miro API token (all deployment methods)"],"input_types":["installation commands (CLI)","Docker configuration (Dockerfile, docker-compose.yml)","Smithery deployment configuration (YAML)"],"output_types":["installed package with executable","running MCP server (stdio or network socket)","deployment status and logs"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-miro__cap_7","uri":"capability://safety.moderation.environment.based.configuration.and.credential.management","name":"environment-based configuration and credential management","description":"Uses dotenv (^16.4.7) to manage Miro API credentials and server configuration through environment variables, eliminating the need to hardcode secrets in source code. Configuration is loaded from .env files at server startup, and credentials are passed to the Miro SDK through environment variables. Supports multiple deployment contexts (development, staging, production) through environment-specific .env files.","intents":["I want to securely store my Miro API token without hardcoding it","I need to configure the server for different environments (dev, prod)","I want to rotate credentials without redeploying the server"],"best_for":["Teams following security best practices","Organizations deploying to multiple environments","Developers wanting to avoid credential leaks in version control"],"limitations":[".env files must be manually created and secured","No built-in credential rotation — requires manual .env updates","Environment variables are loaded at startup — changes require server restart","No encryption of .env files — relies on file system permissions"],"requires":["dotenv ^16.4.7",".env file in server root directory","Miro API token stored in MIRO_TOKEN environment variable","Proper file system permissions on .env file (chmod 600)"],"input_types":[".env file (key=value format)","environment variables (string values)"],"output_types":["loaded configuration (object)","validation errors if required variables missing"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-miro__cap_8","uri":"capability://tool.use.integration.extensible.tool.framework.for.custom.miro.integrations","name":"extensible tool framework for custom miro integrations","description":"Provides a standardized tool implementation pattern that developers can follow to add custom tools beyond the built-in 89+. Each tool follows a consistent structure: input validation with Zod, error handling, and response formatting. The framework is documented in the Development Guide, enabling developers to create custom tools that integrate seamlessly with the existing MCP infrastructure without modifying core server code.","intents":["I want to add custom tools for my organization's specific Miro workflows","I need to extend the server with domain-specific Miro operations","I want to contribute new tools back to the open-source project"],"best_for":["Organizations with custom Miro workflows","Developers contributing to the open-source project","Teams building proprietary Miro integrations"],"limitations":["Custom tools must follow the established pattern — no flexibility in structure","Requires TypeScript knowledge and understanding of MCP protocol","Custom tools must be compiled to JavaScript before deployment","No built-in testing framework — developers must write their own tests"],"requires":["Node.js v16 or newer","TypeScript knowledge","Understanding of MCP tool schema specification","Familiarity with Zod for input validation","Access to Miro SDK documentation"],"input_types":["TypeScript tool implementation files","Zod schema definitions","Miro SDK method calls"],"output_types":["compiled JavaScript tool files","MCP tool schema definitions","integrated tools available to Claude"],"categories":["tool-use-integration","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":26,"verified":false,"data_access_risk":"high","permissions":["Node.js v16 or newer","Active Miro account with API access","Claude Desktop (latest version)","Miro API token with boards:read permission","@mirohq/miro-api ^2.2.4","Miro API token with boards:write permission","Claude Desktop with MCP server running","Valid team ID for board creation","Miro API token stored in .env file","@modelcontextprotocol/sdk ^1.8.0"],"failure_modes":["Requires active Miro API credentials with boards:read permission","Query latency depends on board size and Miro API response times","No built-in caching — each query hits the Miro API directly","Limited to Miro API rate limits (typically 100 requests/minute for standard accounts)","Item positioning requires explicit x/y coordinates — no automatic layout algorithm","Styling options limited to Miro's supported properties (colors, fonts, sizes)","No undo/rollback — failed batch operations may leave partial boards","Connector creation requires pre-existing source and target item IDs","Tags are board-scoped — cannot be shared across boards","No hierarchical tag structure (no parent-child relationships)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.28,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"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":"2026-06-17T09:51:03.578Z","last_scraped_at":"2026-05-03T14:00:15.503Z","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=miro","compare_url":"https://unfragile.ai/compare?artifact=miro"}},"signature":"GmRIPkw5SD7l23AEYu0sVbWv1pu9n6BzE0Nuxw9pNoC9thkqaDdb57AdHI1OTr8s1vnXJLikuoG9UC8PlL7bDA==","signedAt":"2026-06-22T18:14:07.146Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/miro","artifact":"https://unfragile.ai/miro","verify":"https://unfragile.ai/api/v1/verify?slug=miro","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"}}