{"tool1":{"_id":"69b2da6867df398baec12f90","name":"Figma","slug":"figma","url":"https://figma.com","description":"","logo":"","category":"Design","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":6,"confidence":"scanner","evidence":"Figma's REST API supports field selection and pagination, but responses can be verbose for complex design documents; no explicit batching or compression options are evident from public documentation.","na":false},"access":{"score":8,"confidence":"scanner","evidence":"Figma offers a mature REST API, official Node SDK, multiple community MCP servers (figma-mcp-server, figma-developer-mcp), a CLI tool, and plugin system, providing multiple programmatic access vectors for agents.","na":false},"auth":{"score":7,"confidence":"scanner","evidence":"Figma supports personal access tokens and OAuth, allowing autonomous agent authentication via API keys without requiring user interaction, though token scoping appears limited compared to enterprise-grade platforms.","na":false},"speed":{"score":6,"confidence":"scanner","evidence":"No response time data available; Figma's API is cloud-based with typical latency, but large design file operations can be slow; rate limiting exists but specifics are not detailed in the signals.","na":false},"discoverability":{"score":7,"confidence":"scanner","evidence":"Figma has comprehensive developer documentation and official REST API specs (@figma/rest-api-spec), but no OpenAPI specification found; structured data is present on homepage but formal spec file is missing.","na":false},"reliability":{"score":7,"confidence":"scanner","evidence":"Figma maintains consistent API versioning and predictable response schemas documented via TypeScript definitions; idempotency support for mutations and clear error handling are standard, though no explicit status page signal was detected.","na":false},"safety":{"score":6,"confidence":"scanner","evidence":"Figma provides scoped personal access tokens and a sandbox/test environment via the plugin system, but lacks explicit dry-run modes or undo capabilities for API-based mutations; design changes are permanent once committed.","na":false},"reactivity":{"score":4,"confidence":"scanner","evidence":"No webhooks, streaming, or SSE support detected in signals; agents must rely on polling for real-time updates, making reactive workflows inefficient for collaborative design scenarios.","na":false}},"agentGrade":"B","agentScore":6.66,"accessMethods":{"restApi":true,"graphql":false,"cli":true,"sdk":["Node (@figma/plugin-typings)"],"mcpServer":"none","openApiSpec":"","llmsTxt":false,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":38,"badgeEmbedCount":12,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.773Z","updatedAt":"2026-06-01T09:30:33.023Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:49:42.210Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":1461571,"hasStructuredData":true,"hasDeveloperDocs":true,"hasAgentMentions":true,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":false},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":true,"hasSitemap":true}},"packages":{"npm":[{"name":"@figma/plugin-typings","description":"Typings for the Figma Plugin API","version":"1.123.0"},{"name":"@figma/rest-api-spec","description":"Typings for the Figma REST API","version":"0.36.0"},{"name":"figma-js","description":"A simple wrapper for the Figma API","version":"1.16.1-0"},{"name":"@figma-export/core","description":"@figma-export core functionalities","version":"6.4.0"},{"name":"figma-squircle","description":"Figma-flavored squircles for everyone","version":"1.1.0"},{"name":"figma-developer-mcp","description":"Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.","version":"0.6.6"},{"name":"firebase-tools","description":"Command-Line Interface for Firebase","version":"15.9.1"},{"name":"figma-mcp-server","description":"A comprehensive local MCP server for Figma. Connect Figma with the Gemini CLI, Cursor, and Claude Desktop.","version":"2.1.1"},{"name":"@figma-export/cli","description":"Command line for @figma-export","version":"6.4.0"},{"name":"figma-console-mcp","description":"MCP server for accessing Figma plugin console logs and screenshots via Cloudflare Workers or local mode","version":"1.11.3"}],"pypi":[],"cli":true,"sdks":["Node (@figma/plugin-typings)"]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"The absence of webhooks and real-time APIs forces agents to implement inefficient polling-based monitoring, and lack of an official OpenAPI spec creates discovery friction for new integrations.","agentSummary":"Figma is well-positioned for agent integration with a mature REST API, multiple MCP servers, and Token-based auth, making design automation accessible. However, missing webhooks and limited mutation safety features constrain real-time collaboration and reduce safety guarantees for automated design modifications."}},"tool2":{"_id":"69b2da6867df398baec12f9c","name":"Penpot","slug":"penpot","url":"https://penpot.app","description":"","logo":"","category":"Design","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":5,"confidence":"scanner","evidence":"No OpenAPI spec or documented API response schemas available; plugin types are TypeScript-only without field selection or pagination details visible.","na":false},"access":{"score":6,"confidence":"scanner","evidence":"Multiple MCP server implementations exist (@penpot/mcp, mcp-server-penpot) and TypeScript plugin SDK available, but no official REST API or GraphQL documented; MCP support is promising but fragmented across third-party servers.","na":false},"auth":{"score":3,"confidence":"scanner","evidence":"No API key or token-based authentication details documented; robots.txt blocks agents and no llms.txt or agents.json file for autonomous access, suggesting auth is not designed for programmatic agent use.","na":false},"speed":{"score":4,"confidence":"scanner","evidence":"Homepage response time not captured; no documented rate limits, ETags, or concurrent request support found; MCP servers may have latency overhead depending on implementation.","na":false},"discoverability":{"score":4,"confidence":"scanner","evidence":"No OpenAPI spec, llms.txt, or agents.json; documentation exists but is scattered across plugin types, MCP servers, and developer docs without unified discovery mechanism.","na":false},"reliability":{"score":3,"confidence":"scanner","evidence":"No mention of idempotency keys, API versioning, or consistent response schemas in accessible documentation; plugin types versioned (1.4.2) but API contract stability unknown.","na":false},"safety":{"score":4,"confidence":"scanner","evidence":"Plugin-based architecture provides some isolation, but no mention of test/sandbox mode, dry-run capabilities, or granular scoped permissions for API access.","na":false},"reactivity":{"score":2,"confidence":"scanner","evidence":"No webhooks, streaming, SSE, or documented polling mechanisms found; MCP servers may support some real-time features but not explicitly documented.","na":false}},"agentGrade":"C","agentScore":4.22,"accessMethods":{"restApi":true,"graphql":false,"cli":false,"sdk":["Node (@penpot/plugin-types)"],"mcpServer":"none","openApiSpec":"","llmsTxt":false,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":41,"badgeEmbedCount":4,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.776Z","updatedAt":"2026-06-01T09:34:23.446Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:50:19.847Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":1792486,"hasStructuredData":true,"hasDeveloperDocs":true,"hasAgentMentions":true,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":false},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":true,"hasSitemap":true}},"packages":{"npm":[{"name":"@penpot/plugin-types","description":"The `@penpot/plugin-types` package provides TypeScript type definitions for the Penpot Plugin API, making it easier to develop plugins for the Penpot design platform with full type safety and IDE support. It streamlines the development process by ensuring","version":"1.4.2"},{"name":"@penpot/plugin-styles","description":"This plugin contains a CSS file to help build the UI for Penpot plugins.","version":"1.4.2"},{"name":"mcp-server-penpot","description":"MCP server for Penpot design tool integration","version":"1.1.0"},{"name":"@zcubekr/penpot-mcp-server","description":"MCP server for Penpot with full manipulation capabilities - create, update, and manage designs programmatically","version":"1.0.0"},{"name":"@penpot/mcp","description":"MCP server for Penpot integration","version":"2.14.0"},{"name":"firebase-tools","description":"Command-Line Interface for Firebase","version":"15.9.1"},{"name":"@playwright/mcp","description":"Playwright Tools for MCP","version":"0.0.68"},{"name":"mcp-framework","description":"Framework for building Model Context Protocol (MCP) servers in Typescript","version":"0.2.18"}],"pypi":[],"cli":false,"sdks":["Node (@penpot/plugin-types)"]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"Penpot lacks an official, documented REST API or GraphQL endpoint with authentication designed for programmatic access; agents must rely on undocumented APIs or third-party MCP server implementations with uncertain reliability and maintenance.","agentSummary":"Penpot is a design tool with emerging MCP server support but lacks official programmatic APIs and deliberate agent-friendly authentication, making it moderately challenging for autonomous AI integration. The tool actively blocks agents via robots.txt and provides no discovery files (llms.txt/agents.json), signaling misalignment with AI agent use cases despite having plugin infrastructure."}}}