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canmyagentuse / data /api /harnesses.json
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reachjalil
Evidence Atlas 2026-08-28 export: cells, surfaces, features, vendors, sources, assertions, API exports
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{
"items": [
{
"title": "ChatGPT",
"description": "ChatGPT compatibility profile for the exact web product surface.",
"slug": "chatgpt-web",
"locale": "en",
"seoTitle": "ChatGPT (Web) — Can My Agent Use",
"socialTitle": "ChatGPT (Web)",
"socialDescription": "Evidence-backed capability profile for ChatGPT on web.",
"llmSummary": "ChatGPT is listed as a web harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"web",
"chatgpt"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "ChatGPT",
"vendor": "OpenAI",
"surface": "web",
"summary": "ChatGPT in the browser.",
"tracks": [
"current",
"preview"
],
"order": 10,
"homepage": "https://chatgpt.com",
"targetKind": "hosted-observation",
"execution": "hosted",
"defaultEnvironmentProfile": "hosted-default",
"brand": {
"provider": "OpenAI",
"product": "ChatGPT",
"productSlug": "chatgpt-web",
"mark": {
"id": "openai",
"label": "OpenAI",
"path": "/provider-marks/openai.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "OA",
"tone": "ink"
},
"index": "/provider-marks"
},
"html": "/harnesses/chatgpt-web",
"markdown": "/harnesses/chatgpt-web.md",
"json": "/api/v1/harnesses/chatgpt-web.json"
},
{
"title": "Claude",
"description": "Claude compatibility profile for the exact web product surface.",
"slug": "claude-web",
"locale": "en",
"seoTitle": "Claude (Web) — Can My Agent Use",
"socialTitle": "Claude (Web)",
"socialDescription": "Evidence-backed capability profile for Claude on web.",
"llmSummary": "Claude is listed as a web harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"web",
"claude"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Claude",
"vendor": "Anthropic",
"surface": "web",
"summary": "Claude in the browser.",
"tracks": [
"current",
"preview"
],
"order": 20,
"homepage": "https://claude.ai",
"targetKind": "hosted-observation",
"execution": "hosted",
"defaultEnvironmentProfile": "hosted-default",
"brand": {
"provider": "Anthropic",
"product": "Claude",
"productSlug": "claude-web",
"mark": {
"id": "claude",
"label": "Claude",
"path": "/provider-marks/claude.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "AN",
"tone": "clay"
},
"index": "/provider-marks"
},
"html": "/harnesses/claude-web",
"markdown": "/harnesses/claude-web.md",
"json": "/api/v1/harnesses/claude-web.json"
},
{
"title": "Gemini",
"description": "Gemini compatibility profile for the exact web product surface.",
"slug": "gemini-web",
"locale": "en",
"seoTitle": "Gemini (Web) — Can My Agent Use",
"socialTitle": "Gemini (Web)",
"socialDescription": "Evidence-backed capability profile for Gemini on web.",
"llmSummary": "Gemini is listed as a web harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"web",
"gemini"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Gemini",
"vendor": "Google",
"surface": "web",
"summary": "Gemini in the browser.",
"tracks": [
"current",
"preview"
],
"order": 30,
"homepage": "https://gemini.google.com",
"targetKind": "hosted-observation",
"execution": "hosted",
"defaultEnvironmentProfile": "hosted-default",
"brand": {
"provider": "Google",
"product": "Gemini",
"productSlug": "gemini-web",
"mark": {
"id": "gemini",
"label": "Gemini",
"path": "/provider-marks/gemini.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "GO",
"tone": "indigo"
},
"index": "/provider-marks"
},
"html": "/harnesses/gemini-web",
"markdown": "/harnesses/gemini-web.md",
"json": "/api/v1/harnesses/gemini-web.json"
},
{
"title": "Copilot",
"description": "Copilot compatibility profile for the exact web product surface.",
"slug": "copilot-web",
"locale": "en",
"seoTitle": "Copilot (Web) — Can My Agent Use",
"socialTitle": "Copilot (Web)",
"socialDescription": "Evidence-backed capability profile for Copilot on web.",
"llmSummary": "Copilot is listed as a web harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"web",
"copilot"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Copilot",
"vendor": "Microsoft",
"surface": "web",
"summary": "Microsoft Copilot in the browser.",
"tracks": [
"current",
"preview"
],
"order": 40,
"homepage": "https://copilot.microsoft.com",
"targetKind": "hosted-observation",
"execution": "hosted",
"defaultEnvironmentProfile": "hosted-default",
"brand": {
"provider": "Microsoft",
"product": "Copilot",
"productSlug": "copilot-web",
"mark": {
"id": "copilot",
"label": "Microsoft Copilot",
"path": "/provider-marks/copilot.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "MS",
"tone": "indigo"
},
"index": "/provider-marks"
},
"html": "/harnesses/copilot-web",
"markdown": "/harnesses/copilot-web.md",
"json": "/api/v1/harnesses/copilot-web.json"
},
{
"title": "Grok",
"description": "Grok compatibility profile for the exact web product surface.",
"slug": "grok-web",
"locale": "en",
"seoTitle": "Grok (Web) — Can My Agent Use",
"socialTitle": "Grok (Web)",
"socialDescription": "Evidence-backed capability profile for Grok on web.",
"llmSummary": "Grok Web is the consumer browser chat at grok.com. Its reviewed file, document, image, audio, video, connector, and MCP cells are scoped to that web surface and do not apply to the separate Grok Bot desktop-plus-cloud agent product.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"web",
"grok"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Grok",
"vendor": "xAI",
"surface": "web",
"summary": "Grok's consumer chat surface in the browser, distinct from Grok Bot.",
"tracks": [
"current",
"preview"
],
"order": 50,
"homepage": "https://grok.com",
"targetKind": "hosted-observation",
"execution": "hosted",
"defaultEnvironmentProfile": "hosted-default",
"brand": {
"provider": "xAI",
"product": "Grok",
"productSlug": "grok-web",
"mark": {
"id": "grok",
"label": "Grok",
"path": "/provider-marks/grok.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "XA",
"tone": "slate"
},
"index": "/provider-marks"
},
"html": "/harnesses/grok-web",
"markdown": "/harnesses/grok-web.md",
"json": "/api/v1/harnesses/grok-web.json"
},
{
"title": "Grok Bot",
"description": "Grok Bot's macOS and Windows desktop client for persistent AI teammates that execute on a shared cloud computer.",
"slug": "grok-bot-desktop",
"locale": "en",
"seoTitle": "Grok Bot (Desktop) — Can My Agent Use",
"socialTitle": "Grok Bot (Desktop)",
"socialDescription": "Evidence-backed capability profile for the Grok Bot desktop client and its hosted execution environment.",
"llmSummary": "Grok Bot is a macOS and Windows desktop client for persistent named agents that execute on a hosted computer. Its capability cells are scoped to the documented desktop-plus-cloud surface, eligible plans, shared-computer boundary, and dated public evidence; they do not apply to Grok Web.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"hosted",
"cloud-agent",
"grok",
"grok-bot"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Grok Bot",
"vendor": "xAI",
"surface": "desktop",
"summary": "Persistent AI teammates reached through a desktop client and executed on a hosted computer.",
"tracks": [
"current"
],
"order": 51,
"homepage": "https://docs.x.ai/grok-bot/overview",
"targetKind": "hosted-observation",
"execution": "hosted",
"defaultEnvironmentProfile": "hosted-default",
"brand": {
"provider": "xAI",
"product": "Grok Bot",
"productSlug": "grok-bot-desktop",
"mark": {
"id": "grok",
"label": "Grok",
"path": "/provider-marks/grok.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "XA",
"tone": "slate"
},
"index": "/provider-marks"
},
"html": "/harnesses/grok-bot-desktop",
"markdown": "/harnesses/grok-bot-desktop.md",
"json": "/api/v1/harnesses/grok-bot-desktop.json"
},
{
"title": "Perplexity",
"description": "Perplexity compatibility profile for the exact web product surface.",
"slug": "perplexity-web",
"locale": "en",
"seoTitle": "Perplexity (Web) — Can My Agent Use",
"socialTitle": "Perplexity (Web)",
"socialDescription": "Evidence-backed capability profile for Perplexity on web.",
"llmSummary": "Perplexity is listed as a web harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"web",
"perplexity"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Perplexity",
"vendor": "Perplexity",
"surface": "web",
"summary": "Perplexity in the browser.",
"tracks": [
"current",
"preview"
],
"order": 60,
"homepage": "https://www.perplexity.ai",
"targetKind": "hosted-observation",
"execution": "hosted",
"defaultEnvironmentProfile": "hosted-default",
"brand": {
"provider": "Perplexity",
"product": "Perplexity",
"productSlug": "perplexity-web",
"mark": {
"id": "perplexity",
"label": "Perplexity",
"path": "/provider-marks/perplexity.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "PX",
"tone": "teal"
},
"index": "/provider-marks"
},
"html": "/harnesses/perplexity-web",
"markdown": "/harnesses/perplexity-web.md",
"json": "/api/v1/harnesses/perplexity-web.json"
},
{
"title": "Le Chat",
"description": "Le Chat compatibility profile for the exact web product surface.",
"slug": "le-chat",
"locale": "en",
"seoTitle": "Le Chat (Web) — Can My Agent Use",
"socialTitle": "Le Chat (Web)",
"socialDescription": "Evidence-backed capability profile for Le Chat on web.",
"llmSummary": "Le Chat is listed as a web harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"web",
"le-chat"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Le Chat",
"vendor": "Mistral",
"surface": "web",
"summary": "Mistral Le Chat in the browser.",
"tracks": [
"current",
"preview"
],
"order": 70,
"homepage": "https://chat.mistral.ai",
"targetKind": "hosted-observation",
"execution": "hosted",
"defaultEnvironmentProfile": "hosted-default",
"brand": {
"provider": "Mistral",
"product": "Le Chat",
"productSlug": "le-chat",
"mark": {
"id": "mistral",
"label": "Mistral AI",
"path": "/provider-marks/mistral.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "MI",
"tone": "copper"
},
"index": "/provider-marks"
},
"html": "/harnesses/le-chat",
"markdown": "/harnesses/le-chat.md",
"json": "/api/v1/harnesses/le-chat.json"
},
{
"title": "Devin",
"description": "Devin compatibility profile for the exact web product surface.",
"slug": "devin-web",
"locale": "en",
"seoTitle": "Devin (Web) — Can My Agent Use",
"socialTitle": "Devin (Web)",
"socialDescription": "Evidence-backed capability profile for Devin on web.",
"llmSummary": "Devin is listed as a web harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"web",
"devin"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Devin",
"vendor": "Cognition",
"surface": "web",
"summary": "Devin software agent in the browser.",
"tracks": [
"current",
"preview"
],
"order": 80,
"homepage": "https://devin.ai",
"targetKind": "hosted-observation",
"execution": "hosted",
"defaultEnvironmentProfile": "hosted-default",
"brand": {
"provider": "Cognition",
"product": "Devin",
"productSlug": "devin-web",
"mark": {
"id": "devin",
"label": "Devin",
"path": "/provider-marks/devin.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "CG",
"tone": "plum"
},
"index": "/provider-marks"
},
"html": "/harnesses/devin-web",
"markdown": "/harnesses/devin-web.md",
"json": "/api/v1/harnesses/devin-web.json"
},
{
"title": "Replit Agent",
"description": "Replit Agent compatibility profile for the exact web product surface.",
"slug": "replit-agent",
"locale": "en",
"seoTitle": "Replit Agent (Web) — Can My Agent Use",
"socialTitle": "Replit Agent (Web)",
"socialDescription": "Evidence-backed capability profile for Replit Agent on web.",
"llmSummary": "Replit Agent is listed as a web harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"web",
"replit"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Replit",
"vendor": "Replit",
"surface": "web",
"summary": "Replit Agent in the browser IDE.",
"tracks": [
"current",
"preview"
],
"order": 90,
"homepage": "https://replit.com",
"targetKind": "hosted-observation",
"execution": "hosted",
"defaultEnvironmentProfile": "hosted-default",
"brand": {
"provider": "Replit",
"product": "Replit Agent",
"productSlug": "replit-agent",
"mark": {
"id": "replit",
"label": "Replit",
"path": "/provider-marks/replit.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "RP",
"tone": "copper"
},
"index": "/provider-marks"
},
"html": "/harnesses/replit-agent",
"markdown": "/harnesses/replit-agent.md",
"json": "/api/v1/harnesses/replit-agent.json"
},
{
"title": "ChatGPT",
"description": "ChatGPT compatibility profile for the exact desktop product surface.",
"slug": "chatgpt-desktop",
"locale": "en",
"seoTitle": "ChatGPT (Desktop) — Can My Agent Use",
"socialTitle": "ChatGPT (Desktop)",
"socialDescription": "Evidence-backed capability profile for ChatGPT on desktop.",
"llmSummary": "ChatGPT is listed as a desktop harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"chatgpt"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "ChatGPT",
"vendor": "OpenAI",
"surface": "desktop",
"summary": "ChatGPT desktop app.",
"tracks": [
"current",
"preview"
],
"order": 100,
"homepage": "https://chatgpt.com",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "OpenAI",
"product": "ChatGPT",
"productSlug": "chatgpt-desktop",
"mark": {
"id": "openai",
"label": "OpenAI",
"path": "/provider-marks/openai.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "OA",
"tone": "ink"
},
"index": "/provider-marks"
},
"html": "/harnesses/chatgpt-desktop",
"markdown": "/harnesses/chatgpt-desktop.md",
"json": "/api/v1/harnesses/chatgpt-desktop.json"
},
{
"title": "Claude",
"description": "Claude compatibility profile for the exact desktop product surface.",
"slug": "claude-desktop",
"locale": "en",
"seoTitle": "Claude (Desktop) — Can My Agent Use",
"socialTitle": "Claude (Desktop)",
"socialDescription": "Evidence-backed capability profile for Claude on desktop.",
"llmSummary": "Claude is listed as a desktop harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"claude"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Claude",
"vendor": "Anthropic",
"surface": "desktop",
"summary": "Claude desktop app.",
"tracks": [
"current",
"preview"
],
"order": 110,
"homepage": "https://claude.ai",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "Anthropic",
"product": "Claude",
"productSlug": "claude-desktop",
"mark": {
"id": "claude",
"label": "Claude",
"path": "/provider-marks/claude.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "AN",
"tone": "clay"
},
"index": "/provider-marks"
},
"html": "/harnesses/claude-desktop",
"markdown": "/harnesses/claude-desktop.md",
"json": "/api/v1/harnesses/claude-desktop.json"
},
{
"title": "Cursor",
"description": "Cursor compatibility profile for the exact desktop product surface.",
"slug": "cursor",
"locale": "en",
"seoTitle": "Cursor (Desktop) — Can My Agent Use",
"socialTitle": "Cursor (Desktop)",
"socialDescription": "Evidence-backed capability profile for Cursor on desktop.",
"llmSummary": "Cursor is listed as a desktop harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"cursor"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Cursor",
"vendor": "Anysphere",
"surface": "desktop",
"summary": "Cursor desktop workbench.",
"tracks": [
"current",
"preview"
],
"order": 120,
"homepage": "https://cursor.com",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "Anysphere",
"product": "Cursor",
"productSlug": "cursor",
"mark": {
"id": "cursor",
"label": "Cursor",
"path": "/provider-marks/cursor.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "AY",
"tone": "slate"
},
"index": "/provider-marks"
},
"html": "/harnesses/cursor",
"markdown": "/harnesses/cursor.md",
"json": "/api/v1/harnesses/cursor.json"
},
{
"title": "OpenWork Desktop",
"description": "OpenWork's first-party desktop agent harness, represented as an independent catalog column with dated public evidence.",
"slug": "openwork-desktop",
"locale": "en",
"seoTitle": "OpenWork Desktop (Desktop) — Can My Agent Use",
"socialTitle": "OpenWork Desktop (Desktop)",
"socialDescription": "Independent compatibility coverage for OpenWork's first-party desktop agent harness, backed by publisher documentation.",
"llmSummary": "OpenWork Desktop is OpenWork's first-party local-first agent workbench, powered by OpenCode and able to connect to remote workers. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"openwork"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "OpenWork",
"vendor": "OpenWork",
"surface": "desktop",
"summary": "Local-first desktop agent workbench with OpenCode-backed skills, MCP, plugins, browser control, and local or remote workers.",
"tracks": [
"current"
],
"order": 130,
"homepage": "https://openworklabs.com",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "OpenWork",
"product": "OpenWork Desktop",
"productSlug": "openwork-desktop",
"mark": null,
"fallback": {
"monogram": "OW",
"tone": "copper"
},
"index": "/provider-marks"
},
"html": "/harnesses/openwork-desktop",
"markdown": "/harnesses/openwork-desktop.md",
"json": "/api/v1/harnesses/openwork-desktop.json"
},
{
"title": "Copilot Chat",
"description": "Copilot Chat compatibility profile for the exact desktop product surface.",
"slug": "vscode-copilot",
"locale": "en",
"seoTitle": "Copilot Chat (Desktop) — Can My Agent Use",
"socialTitle": "Copilot Chat (Desktop)",
"socialDescription": "Evidence-backed capability profile for Copilot Chat on desktop.",
"llmSummary": "Copilot Chat is listed as a desktop harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"copilot"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Copilot",
"vendor": "Microsoft",
"surface": "desktop",
"summary": "GitHub Copilot Chat inside VS Code.",
"tracks": [
"current",
"preview"
],
"order": 140,
"homepage": "https://code.visualstudio.com",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "Microsoft",
"product": "Copilot Chat",
"productSlug": "vscode-copilot",
"mark": {
"id": "github-copilot",
"label": "GitHub Copilot",
"path": "/provider-marks/github-copilot.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "MS",
"tone": "indigo"
},
"index": "/provider-marks"
},
"html": "/harnesses/vscode-copilot",
"markdown": "/harnesses/vscode-copilot.md",
"json": "/api/v1/harnesses/vscode-copilot.json"
},
{
"title": "Chrome WebMCP origin trial",
"description": "Google Chrome's preview WebMCP implementation, represented as an exact experimental browser-agent surface.",
"slug": "chrome-webmcp-preview",
"locale": "en",
"seoTitle": "Chrome WebMCP origin trial — Can My Agent Use",
"socialTitle": "Chrome WebMCP origin trial",
"socialDescription": "Preview WebMCP compatibility tracked separately from stable Chrome or Gemini claims.",
"llmSummary": "Chrome documents WebMCP through an origin trial. This column is limited to that preview and does not imply stable or universal Gemini in Chrome support.",
"audience": "Engineers evaluating browser-mediated website tools.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"chrome",
"webmcp",
"preview"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Chrome",
"vendor": "Google",
"surface": "desktop",
"summary": "Experimental Chrome surface for websites and WebMCP-aware browser agents.",
"tracks": [
"current"
],
"order": 145,
"homepage": "https://developer.chrome.com/docs/ai/agents",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "preview-enabled",
"brand": {
"provider": "Google",
"product": "Chrome WebMCP origin trial",
"productSlug": "chrome-webmcp-preview",
"mark": {
"id": "chrome",
"label": "Google Chrome",
"path": "/provider-marks/chrome.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "GO",
"tone": "indigo"
},
"index": "/provider-marks"
},
"html": "/harnesses/chrome-webmcp-preview",
"markdown": "/harnesses/chrome-webmcp-preview.md",
"json": "/api/v1/harnesses/chrome-webmcp-preview.json"
},
{
"title": "Windsurf",
"description": "Windsurf compatibility profile for the exact desktop product surface.",
"slug": "windsurf",
"locale": "en",
"seoTitle": "Windsurf (Desktop) — Can My Agent Use",
"socialTitle": "Windsurf (Desktop)",
"socialDescription": "Evidence-backed capability profile for Windsurf on desktop.",
"llmSummary": "Windsurf is listed as a desktop harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"windsurf"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Windsurf",
"vendor": "Codeium",
"surface": "desktop",
"summary": "Windsurf desktop workbench.",
"tracks": [
"current",
"preview"
],
"order": 150,
"homepage": "https://windsurf.com",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "Codeium",
"product": "Windsurf",
"productSlug": "windsurf",
"mark": {
"id": "windsurf",
"label": "Windsurf",
"path": "/provider-marks/windsurf.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "CO",
"tone": "indigo"
},
"index": "/provider-marks"
},
"html": "/harnesses/windsurf",
"markdown": "/harnesses/windsurf.md",
"json": "/api/v1/harnesses/windsurf.json"
},
{
"title": "Zed Agent",
"description": "Zed Agent compatibility profile for the exact desktop product surface.",
"slug": "zed-agent",
"locale": "en",
"seoTitle": "Zed Agent (Desktop) — Can My Agent Use",
"socialTitle": "Zed Agent (Desktop)",
"socialDescription": "Evidence-backed capability profile for Zed Agent on desktop.",
"llmSummary": "Zed Agent is listed as a desktop harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"zed"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Zed",
"vendor": "Zed",
"surface": "desktop",
"summary": "Agent panel inside the Zed editor.",
"tracks": [
"current",
"preview"
],
"order": 160,
"homepage": "https://zed.dev",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "Zed",
"product": "Zed Agent",
"productSlug": "zed-agent",
"mark": {
"id": "zed",
"label": "Zed Industries",
"path": "/provider-marks/zed.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "ZE",
"tone": "olive"
},
"index": "/provider-marks"
},
"html": "/harnesses/zed-agent",
"markdown": "/harnesses/zed-agent.md",
"json": "/api/v1/harnesses/zed-agent.json"
},
{
"title": "Continue",
"description": "Continue compatibility profile for the exact desktop product surface.",
"slug": "continue",
"locale": "en",
"seoTitle": "Continue (Desktop) — Can My Agent Use",
"socialTitle": "Continue (Desktop)",
"socialDescription": "Evidence-backed capability profile for Continue on desktop.",
"llmSummary": "Continue is listed as a desktop harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"continue"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Continue",
"vendor": "Continue",
"surface": "desktop",
"summary": "Continue editor extension.",
"tracks": [
"current",
"preview"
],
"order": 170,
"homepage": "https://continue.dev",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "Continue",
"product": "Continue",
"productSlug": "continue",
"mark": null,
"fallback": {
"monogram": "CT",
"tone": "copper"
},
"index": "/provider-marks"
},
"html": "/harnesses/continue",
"markdown": "/harnesses/continue.md",
"json": "/api/v1/harnesses/continue.json"
},
{
"title": "Cline",
"description": "Cline compatibility profile for the exact desktop product surface.",
"slug": "cline",
"locale": "en",
"seoTitle": "Cline (Desktop) — Can My Agent Use",
"socialTitle": "Cline (Desktop)",
"socialDescription": "Evidence-backed capability profile for Cline on desktop.",
"llmSummary": "Cline is listed as a desktop harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"cline"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Cline",
"vendor": "Cline",
"surface": "desktop",
"summary": "Cline editor agent.",
"tracks": [
"current",
"preview"
],
"order": 180,
"homepage": "https://cline.bot",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "Cline",
"product": "Cline",
"productSlug": "cline",
"mark": {
"id": "cline",
"label": "Cline",
"path": "/provider-marks/cline.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "CL",
"tone": "plum"
},
"index": "/provider-marks"
},
"html": "/harnesses/cline",
"markdown": "/harnesses/cline.md",
"json": "/api/v1/harnesses/cline.json"
},
{
"title": "JetBrains AI",
"description": "JetBrains AI compatibility profile for the exact desktop product surface.",
"slug": "jetbrains-ai",
"locale": "en",
"seoTitle": "JetBrains AI (Desktop) — Can My Agent Use",
"socialTitle": "JetBrains AI (Desktop)",
"socialDescription": "Evidence-backed capability profile for JetBrains AI on desktop.",
"llmSummary": "JetBrains AI is listed as a desktop harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"jetbrains-ai"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "JetBrains AI",
"vendor": "JetBrains",
"surface": "desktop",
"summary": "JetBrains AI assistant in IDEs.",
"tracks": [
"current",
"preview"
],
"order": 190,
"homepage": "https://www.jetbrains.com/ai/",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "JetBrains",
"product": "JetBrains AI",
"productSlug": "jetbrains-ai",
"mark": {
"id": "jetbrains",
"label": "JetBrains",
"path": "/provider-marks/jetbrains.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "JB",
"tone": "plum"
},
"index": "/provider-marks"
},
"html": "/harnesses/jetbrains-ai",
"markdown": "/harnesses/jetbrains-ai.md",
"json": "/api/v1/harnesses/jetbrains-ai.json"
},
{
"title": "Warp",
"description": "Warp compatibility profile for the exact desktop product surface.",
"slug": "warp",
"locale": "en",
"seoTitle": "Warp (Desktop) — Can My Agent Use",
"socialTitle": "Warp (Desktop)",
"socialDescription": "Evidence-backed capability profile for Warp on desktop.",
"llmSummary": "Warp is listed as a desktop harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"desktop",
"warp"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Warp",
"vendor": "Warp",
"surface": "desktop",
"summary": "Warp terminal with agent mode.",
"tracks": [
"current",
"preview"
],
"order": 200,
"homepage": "https://www.warp.dev",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "Warp",
"product": "Warp",
"productSlug": "warp",
"mark": {
"id": "warp",
"label": "Warp",
"path": "/provider-marks/warp.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "WP",
"tone": "plum"
},
"index": "/provider-marks"
},
"html": "/harnesses/warp",
"markdown": "/harnesses/warp.md",
"json": "/api/v1/harnesses/warp.json"
},
{
"title": "Claude CLI",
"description": "Claude CLI compatibility profile for the exact cli product surface.",
"slug": "claude-cli",
"locale": "en",
"seoTitle": "Claude CLI (CLI) — Can My Agent Use",
"socialTitle": "Claude CLI (CLI)",
"socialDescription": "Evidence-backed capability profile for Claude CLI on cli.",
"llmSummary": "Claude CLI is listed as a cli harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
"cli",
"claude"
],
"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Claude",
"vendor": "Anthropic",
"surface": "cli",
"summary": "Claude in a terminal harness.",
"tracks": [
"current",
"preview"
],
"order": 210,
"homepage": "https://docs.anthropic.com",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "Anthropic",
"product": "Claude CLI",
"productSlug": "claude-cli",
"mark": {
"id": "claude-code",
"label": "Claude Code",
"path": "/provider-marks/claude-code.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "AN",
"tone": "clay"
},
"index": "/provider-marks"
},
"html": "/harnesses/claude-cli",
"markdown": "/harnesses/claude-cli.md",
"json": "/api/v1/harnesses/claude-cli.json"
},
{
"title": "ChatGPT CLI",
"description": "ChatGPT CLI compatibility profile for the exact cli product surface.",
"slug": "chatgpt-cli",
"locale": "en",
"seoTitle": "ChatGPT CLI (CLI) — Can My Agent Use",
"socialTitle": "ChatGPT CLI (CLI)",
"socialDescription": "Evidence-backed capability profile for ChatGPT CLI on cli.",
"llmSummary": "ChatGPT CLI is listed as a cli harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
"status": "published",
"tags": [
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"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "ChatGPT",
"vendor": "OpenAI",
"surface": "cli",
"summary": "ChatGPT in a terminal harness.",
"tracks": [
"current",
"preview"
],
"order": 220,
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "OpenAI",
"product": "ChatGPT CLI",
"productSlug": "chatgpt-cli",
"mark": {
"id": "openai",
"label": "OpenAI",
"path": "/provider-marks/openai.svg",
"reviewedAt": "2026-08-28"
},
"fallback": {
"monogram": "OA",
"tone": "ink"
},
"index": "/provider-marks"
},
"html": "/harnesses/chatgpt-cli",
"markdown": "/harnesses/chatgpt-cli.md",
"json": "/api/v1/harnesses/chatgpt-cli.json"
},
{
"title": "Codex CLI",
"description": "Codex CLI compatibility profile for the exact cli product surface.",
"slug": "codex-cli",
"locale": "en",
"seoTitle": "Codex CLI (CLI) — Can My Agent Use",
"socialTitle": "Codex CLI (CLI)",
"socialDescription": "Evidence-backed capability profile for Codex CLI on cli.",
"llmSummary": "Codex CLI is listed as a cli harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
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"tags": [
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"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Codex",
"vendor": "OpenAI",
"surface": "cli",
"summary": "Terminal coding agent that can inspect, edit, and run code in a local repository.",
"tracks": [
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"order": 230,
"homepage": "https://developers.openai.com/codex/cli/",
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"execution": "local",
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"brand": {
"provider": "OpenAI",
"product": "Codex CLI",
"productSlug": "codex-cli",
"mark": {
"id": "codex",
"label": "Codex",
"path": "/provider-marks/codex.svg",
"reviewedAt": "2026-08-28"
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"fallback": {
"monogram": "OA",
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"html": "/harnesses/codex-cli",
"markdown": "/harnesses/codex-cli.md",
"json": "/api/v1/harnesses/codex-cli.json"
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{
"title": "OpenCode",
"description": "OpenCode compatibility profile for the exact cli product surface.",
"slug": "opencode",
"locale": "en",
"seoTitle": "OpenCode (CLI) — Can My Agent Use",
"socialTitle": "OpenCode (CLI)",
"socialDescription": "Evidence-backed capability profile for OpenCode on cli.",
"llmSummary": "OpenCode is listed as a cli harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
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"published": "2026-08-28T00:00:00.000Z",
"family": "OpenCode",
"vendor": "OpenCode",
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"summary": "Open-source terminal coding agent with project tools, configurable model providers, MCP, skills, and plugins.",
"tracks": [
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"order": 240,
"homepage": "https://opencode.ai/docs/",
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"product": "OpenCode",
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"id": "opencode",
"label": "OpenCode",
"path": "/provider-marks/opencode.svg",
"reviewedAt": "2026-08-28"
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"json": "/api/v1/harnesses/opencode.json"
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{
"title": "Gemini CLI",
"description": "Gemini CLI compatibility profile for the exact cli product surface.",
"slug": "gemini-cli",
"locale": "en",
"seoTitle": "Gemini CLI (CLI) — Can My Agent Use",
"socialTitle": "Gemini CLI (CLI)",
"socialDescription": "Evidence-backed capability profile for Gemini CLI on cli.",
"llmSummary": "Gemini CLI is listed as a cli harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
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"family": "Gemini",
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"summary": "Interactive terminal agent with filesystem, shell, web, and MCP tools.",
"tracks": [
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"order": 250,
"homepage": "https://google-gemini.github.io/gemini-cli/docs/",
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"execution": "local",
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"brand": {
"provider": "Google",
"product": "Gemini CLI",
"productSlug": "gemini-cli",
"mark": {
"id": "gemini-cli",
"label": "Gemini CLI",
"path": "/provider-marks/gemini-cli.svg",
"reviewedAt": "2026-08-28"
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"monogram": "GO",
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"html": "/harnesses/gemini-cli",
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"json": "/api/v1/harnesses/gemini-cli.json"
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{
"title": "Aider",
"description": "Aider compatibility profile for the exact cli product surface.",
"slug": "aider",
"locale": "en",
"seoTitle": "Aider (CLI) — Can My Agent Use",
"socialTitle": "Aider (CLI)",
"socialDescription": "Evidence-backed capability profile for Aider on cli.",
"llmSummary": "Aider is listed as a cli harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
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"contentKind": "harness",
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"published": "2026-08-28T00:00:00.000Z",
"family": "Aider",
"vendor": "Aider",
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"summary": "Aider pair-programming CLI.",
"tracks": [
"current",
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"order": 260,
"homepage": "https://aider.chat",
"targetKind": "release",
"execution": "local",
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"brand": {
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"mark": null,
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"monogram": "AI",
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"html": "/harnesses/aider",
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{
"title": "Goose",
"description": "Goose compatibility profile for the exact cli product surface.",
"slug": "goose",
"locale": "en",
"seoTitle": "Goose (CLI) — Can My Agent Use",
"socialTitle": "Goose (CLI)",
"socialDescription": "Evidence-backed capability profile for Goose on cli.",
"llmSummary": "Goose is listed as a cli harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
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"tags": [
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"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Goose",
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"surface": "cli",
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"tracks": [
"current",
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"order": 270,
"homepage": "https://block-goose.mintlify.app/",
"targetKind": "release",
"execution": "local",
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"brand": {
"provider": "Block",
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"mark": {
"id": "goose",
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"reviewedAt": "2026-08-28"
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},
"html": "/harnesses/goose",
"markdown": "/harnesses/goose.md",
"json": "/api/v1/harnesses/goose.json"
},
{
"title": "Copilot CLI",
"description": "Copilot CLI compatibility profile for the exact cli product surface.",
"slug": "copilot-cli",
"locale": "en",
"seoTitle": "Copilot CLI (CLI) — Can My Agent Use",
"socialTitle": "Copilot CLI (CLI)",
"socialDescription": "Evidence-backed capability profile for Copilot CLI on cli.",
"llmSummary": "Copilot CLI is listed as a cli harness column. Selected cells are sourced; every unreviewed cell remains unknown.",
"audience": "Engineers comparing chat, desktop, and CLI agent harnesses.",
"contentKind": "harness",
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"tags": [
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"updated": "2026-08-28T00:00:00.000Z",
"published": "2026-08-28T00:00:00.000Z",
"family": "Copilot",
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"summary": "Terminal-native GitHub Copilot agent for questions, code changes, debugging, and GitHub workflows.",
"tracks": [
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],
"order": 280,
"homepage": "https://docs.github.com/en/copilot/how-tos/copilot-cli",
"targetKind": "release",
"execution": "local",
"defaultEnvironmentProfile": "local-default",
"brand": {
"provider": "Microsoft",
"product": "Copilot CLI",
"productSlug": "copilot-cli",
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