{"components":[{"slug":"playwright","name":"Playwright","summary":"Browser automation for tests and agents. Use the browser slice without taking the whole test-runner product box.","kind":"kit","homepage":"https://playwright.dev","repoUrl":"https://github.com/microsoft/playwright","docsUrl":"https://playwright.dev/docs/intro","publisher":"Microsoft","license":"Apache-2.0","hasMcp":true,"hasApi":true,"costRange":"free","composabilityRationale":"Strong API and MCP. Heavy runtime (browsers) is the glue cost. Fine when the slice is 'drive a page', not 'own CI'.","functions":["browser","test","observe","extract"],"slices":[{"functionId":"browser","label":"Drive Chromium","note":"Click, type, screenshot","cost":"free, local browsers"},{"functionId":"test","label":"E2E runner","note":"Assertion-heavy test suite","cost":"free"},{"functionId":"observe","label":"Observe","note":"Browser automation for tests and agents. 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The repository lists an MIT license, but no service or usage pricing is provided.","functions":["connect","browser","code","generate","search","test"],"slices":[{"functionId":"browser","label":"Selector-free browser automation","note":"Enables agents to interact with web pages through natural-language instructions without selectors or screenshots.","cost":"Unknown"},{"functionId":"test","label":"Web application testing","note":"Supports smoke tests, exploratory testing, and generation of end-to-end tests.","cost":"Unknown"},{"functionId":"code","label":"Application issue remediation","note":"The page states that agents can automatically fix console errors and suggest CSS fixes.","cost":"Unknown"},{"functionId":"connect","label":"connect","note":"Inferred from executor","cost":"Unknown"},{"functionId":"generate","label":"generate","note":"Inferred from executor","cost":"Unknown"},{"functionId":"search","label":"search","note":"Inferred from executor","cost":"Unknown"}],"interfaces":[{"kind":"mcp"}],"composabilityRationale":"The page documents an MCP server installable with npx and configurable in Claude Code, VS Code, Cursor, and other MCP clients. 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The latest dated evidence is 2026-11-04. Freshness is omitted unless observed as a signal.","sources":[{"kind":"web","label":"executor","url":"https://github.com/atagon-GmbH/kogiqa-mcp","excerpt":"BranchesTags\n\n## Latest commit\n\n## History\n\n20 Commits\n\n## Folders and files\n\n## Repository files navigation\n\n## kogiQA MCP Web Browser\n\nA Model Context Protocol (MCP) server that provides browser automation capabilities using kogiQA. 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Model performance and subscription costs are not established here.","composabilityRationale":"Use its declared cli surface for the listed capability slices. Source review does not establish integration success or observed usage.","interfaces":[{"kind":"cli","specUrl":"https://docs.factory.com/droid-cli/quickstart"}],"origin":"intake","tweets":[],"notes":[],"sources":[{"kind":"docs","label":"Factory Droid official documentation","url":"https://docs.factory.com/droid-cli/quickstart","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"slices":[{"functionId":"code","label":"Code","note":"Requires Factory sign-in and local repository permissions. Model performance and subscription costs are not established here.","cost":"unknown"},{"functionId":"test","label":"Test","note":"Requires Factory sign-in and local repository permissions. Model performance and subscription costs are not established here.","cost":"unknown"},{"functionId":"compose","label":"Compose","note":"Requires Factory sign-in and local repository permissions. Model performance and subscription costs are not established here.","cost":"unknown"}],"claims":{"name":"Factory Droid","summary":"A coding-agent terminal interface for scoped repository changes and reviewable development tasks.","kind":"harness","publisher":"Factory","homepage":"https://factory.com/","docsUrl":"https://docs.factory.com/droid-cli/quickstart","costRange":"unknown","costNotes":"Requires Factory sign-in and local repository permissions. Model performance and subscription costs are not established here.","functions":["code","test","compose"],"slices":[{"functionId":"code","label":"Code","note":"Requires Factory sign-in and local repository permissions. Model performance and subscription costs are not established here.","cost":"unknown"},{"functionId":"test","label":"Test","note":"Requires Factory sign-in and local repository permissions. Model performance and subscription costs are not established here.","cost":"unknown"},{"functionId":"compose","label":"Compose","note":"Requires Factory sign-in and local repository permissions. Model performance and subscription costs are not established here.","cost":"unknown"}],"interfaces":[{"kind":"cli","specUrl":"https://docs.factory.com/droid-cli/quickstart"}],"composabilityRationale":"Use its declared cli surface for the listed capability slices. Source review does not establish integration success or observed usage."},"relations":[{"from":"factory-droid","to":"shadcn-ui","kind":"fills-same-slot-as","note":"Shared functions code, compose. Can fill the same function slot."},{"from":"factory-droid","to":"rtk","kind":"fills-same-slot-as","note":"Shared functions code, test. 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The repo positions RTK as a low-overhead way to reduce token consumption on common development commands like git status, git diff, test runners, grep/search, logs, and cloud/devops tooling.","cost":"unknown"},{"functionId":"test","label":"Test","note":"A Rust-based CLI proxy that filters and compresses command output before it reaches an LLM or coding agent. The repo positions RTK as a low-overhead way to reduce token consumption on common development commands like git status, git diff, test runners, grep/search, logs, and cloud/devops tooling.","cost":"unknown"}],"interfaces":[{"kind":"cli"}],"composabilityRationale":""},"relations":[{"from":"rtk","to":"kogiqa-mcp-web-browser","kind":"fills-same-slot-as","note":"Shared functions code, search, test. Can fill the same function slot."},{"from":"rtk","to":"factory-droid","kind":"fills-same-slot-as","note":"Shared functions code, test. 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Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Catalogue resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-05-08-rtk-cli-token-saving-proxy.md\nA Rust-based CLI proxy that filters and compresses command output before it reaches an LLM or coding agent. The repo positions RTK as a low-overhead way to reduce token consumption on common development commands like git status, git diff, test runners, grep/search, logs, and cloud/devops tooling.","at":"2026-05-08T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"RTK, CLI Token-Saving Proxy for Coding Sessions","at":"2026-05-08T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":3}]}