{ "data": { "a": { "slug": "github-copilot-cli", "name": "GitHub Copilot CLI", "vendor": "GitHub", "vendorUrl": "https://github.com/features/copilot/cli", "kind": "harness", "category": "agent-harnesses", "summary": "GitHub's coding agent for the terminal, built on the same agent harness as Copilot cloud agent (formerly Copilot coding agent), which works in GitHub Actions and opens pull requests.", "url": "https://www.anchorterminal.com/tools/github-copilot-cli", "markdownUrl": "https://www.anchorterminal.com/tools/github-copilot-cli.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/github-copilot-cli.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/github-copilot-cli.json", "repo": "https://github.com/github/copilot-cli", "license": "Proprietary, under the licence in the repository's `LICENSE.md`. Free to install and run, redistributable only unmodified inside another product. The repository holds the README, changelog and install script, not the source", "transports": [], "packages": [ { "registry": "npm", "name": "@github/copilot" } ], "auth": "mixed", "authNotes": "`/login` with a GitHub account, or a fine-grained personal access token with the Copilot Requests permission in `GH_TOKEN` or `GITHUB_TOKEN`. Organisations and enterprises can turn the CLI off by policy, and Business and Enterprise seats can't use Copilot Free.", "pricing": "freemium", "pricingNotes": "Copilot Free ($0, no card) includes the CLI and agent mode with 50 chat requests a month. Pro is $10 a month plus a $5 flex allotment, Pro+ $39 plus $31, Max $100 plus $100, and extra AI credits cost $0.01 each. Business and Enterprise prices aren't on the plans page. Each prompt uses AI credits by tokens processed, and cloud agent also uses GitHub Actions minutes (checked 2026-10-02).", "priceSummary": "$0.01 / credit", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the docs, the plans page or the changelog (checked 2026-10-02).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 11000, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-02" }, "docsUrl": "https://docs.github.com/en/copilot/concepts/agents/about-copilot-cli", "llmsTxt": "https://docs.github.com/llms.txt", "capabilities": [ "agent.harness", "agent.mcp-client", "agent.multi-agent" ], "tags": [ "official", "harness", "coding-agent", "cli", "closed-source", "mcp", "llms-txt", "free-tier", "no-card", "hosted", "status-page" ], "lastRelease": "2026-10-14", "graded": true, "anchor": { "graded": true, "score": 58.3, "grade": "C", "agentReady": false, "rank": 642, "ranked": true, "rankOf": 1133, "categoryRank": 18, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 72, "maintenance": 77, "payments": 40, "reliability": 55, "schema": 72, "security": 63, "transparency": 70 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-17" }, "negative": -5, "negativeNotes": [ "2026-09-22. 1.0.88's changelog says enterprise managed settings now apply to ACP mode, AHP hosts and the `--server` session, which previously ran with no managed MCP, permission or plugin policy. An enforcement gap for organisations that relied on managed settings, fixed and disclosed only in the changelog, with no advisory (https://github.com/github/copilot-cli/blob/main/changelog.md). -2", "2026-05-11. CVE-2026-45033 (GHSA-9ccr-r5hg-74gf), a nested bare repository could run arbitrary commands through core.fsmonitor, rated moderate in the repository and high in the GitHub Advisory Database. Fixed and published, inside six months (https://github.com/advisories/GHSA-9ccr-r5hg-74gf). -2", "2026-03-06. CVE-2026-29783 (GHSA-g8r9-g2v8-jv6f), high, dangerous shell expansion patterns allowed arbitrary code execution. Fixed and published, older than six months (https://github.com/advisories/GHSA-g8r9-g2v8-jv6f). -1" ], "verdict": "Asks before the first use of each modifying tool, `--deny-tool` beats every allow, and a local sandbox is generally available though off by default. Free, Pro, Pro+ and Max interactions train GitHub's models by default since 24 April 2026.", "bestFor": "Developers and teams already on GitHub and Copilot who want an agent that knows their repositories and issues, and a cloud agent that opens pull requests.", "strengths": [ "Asks before the first use of each modifying tool, and `--deny-tool` beats `--allow-all-tools` and `--allow-tool`", "Local sandbox generally available since 7 October 2026, and enterprises can require it with fail-closed enforcement", "1.0 since March 2026, with 26 releases in the 90 days to 14 October in a dated changelog", "Copilot Free includes the CLI with no card, and extra AI credits cost $0.01", "A fine-grained token with only the Copilot Requests permission is enough for CI" ], "weaknesses": [ "Free, Pro, Pro+ and Max interactions train GitHub's models by default since 24 April 2026", "The local sandbox is off by default, and built-in file tools follow its policy only on a best-effort basis", "The CLI can't enforce organisation MCP policies, and ACP and `--server` sessions skipped managed settings until 1.0.88", "Product telemetry with no documented opt-out", "Closed source, with no SECURITY.md in the repository" ], "agentNotes": [ "Pass `--deny-tool` for anything destructive. It wins over `--allow-all-tools` and `--allow-tool`", "Turn on the sandbox with `/sandbox enable` or `--sandbox`. It's off by default", "Turn off model training in Copilot settings on Free, Pro, Pro+ and Max. It's on by default since 24 April 2026", "Move off Claude Opus 4.8, Claude Opus 5 and GPT-5.6 Terra before 16 November 2026", "Use a fine-grained token with only the Copilot Requests permission in `GH_TOKEN` for CI" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 2, "avgRating": 2.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 58.3 } ], "editorialScores": { "ergonomics": 72, "maintenance": 77, "payments": 40, "reliability": 55, "schema": 72, "security": 63, "transparency": 54 }, "provenanceScore": 86 }, "connect": { "install": "npm i -g @github/copilot # or: brew install copilot-cli", "headless": { "run": "copilot -p \"fix the failing test\" --allow-tool 'write' --deny-tool 'shell(git push)'" } }, "letme": { "capability": "https://letme.dev/agent.harness", "tool": "https://letme.dev/github-copilot-cli" }, "sameCompany": [ "github-mcp-server", "talorys" ], "area": "frameworks", "unitPrices": [ { "item": "AI credit", "unit": "credit", "usd": 0.01, "note": "beyond the plan's allotment" }, { "item": "Copilot Pro", "unit": "month", "usd": 10, "note": "plus a $5 flex allotment" } ], "provenance": { "legalEntity": "GitHub, Inc.", "domain": "github.com", "domainRegistered": "2007-10-09", "domainNote": "github.com publishes a security.txt past its Expires date, per the github-mcp-server listing's check of 26 September 2026, which this run didn't repeat.", "endpointOnVendorDomain": null, "terms": "https://docs.github.com/en/site-policy/github-terms/github-terms-of-service", "privacy": "https://docs.github.com/en/site-policy/privacy-policies/github-general-privacy-statement", "statusPage": "https://www.githubstatus.com", "changelog": "https://github.com/github/copilot-cli/blob/main/changelog.md", "securityTxt": "expired", "checked": "2026-10-01", "score": 86 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/github-copilot-cli.json", "live": { "slug": "github-copilot-cli", "vendorStatus": { "page": "https://www.githubstatus.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-18T00:08:39.131313506Z" }, "versions": [ { "registry": "github", "name": "github/copilot-cli", "version": "v1.0.98", "released": "2026-10-14", "seenAt": "2026-10-17T01:50:03.532017139Z" }, { "registry": "npm", "name": "@github/copilot", "version": "1.0.98", "seenAt": "2026-10-17T01:50:02.759891505Z" } ], "githubStars": 11261, "npmWeekly": 1526052, "securityTxt": { "url": "https://github.com/.well-known/security.txt", "state": "valid", "expires": "2026-11-16T15:51:35z", "checkedAt": "2026-10-17T15:51:34.952471714Z" }, "llmsTxt": { "url": "https://docs.github.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-17T14:22:12.647777312Z" }, "domain": { "domain": "github.com", "registered": "2007-10-09", "source": "https://rdap.verisign.com/com/v1/domain/github.com", "checkedAt": "2026-10-11T13:15:29.838882048Z" }, "pages": [ { "url": "https://github.blog/changelog/2026-10-15-upcoming-deprecation-of-selected-github-copilot-models-in-mid-november/", "kind": "deprecations", "status": 200, "checkedAt": "2026-10-17T23:03:39.871009496Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "5167b83d844e" }, { "url": "https://raw.githubusercontent.com/github/copilot-cli/main/changelog.md", "kind": "deprecations", "status": 304, "checkedAt": "2026-10-17T23:09:58.815128039Z", "changedAt": "2026-10-14T21:06:59.719494158Z", "fingerprint": "aa28a5734e56" }, { "url": "https://docs.github.com/en/site-policy/privacy-policies/github-general-privacy-statement", "kind": "privacy", "status": 200, "checkedAt": "2026-10-17T23:01:08.395966322Z", "changedAt": "2026-10-08T18:18:49.019338599Z", "fingerprint": "552ebe870f5c" }, { "url": "https://docs.github.com/en/site-policy/github-terms/github-terms-of-service", "kind": "terms", "status": 200, "checkedAt": "2026-10-17T23:01:06.367609934Z", "changedAt": "2026-10-08T18:18:46.347641375Z", "fingerprint": "f4bfd10fa079" } ], "updatedAt": "2026-10-18T00:08:39.131313506Z" } }, "answer": "Harness scores 60.3 (C) on agent readiness against GitHub Copilot CLI's 58.3 (C), and leads in 2 of 7 scored categories. GitHub Copilot CLI leads on reliability, security \u0026 auth and maintenance \u0026 community.", "b": { "slug": "harness-autonomous", "name": "Harness", "vendor": "Autonomous, Inc.", "vendorUrl": "https://www.autonomous.ai/harness", "kind": "harness", "category": "agent-harnesses", "summary": "Harness, by Autonomous, is an open-source app that runs Claude Code, Codex and twelve other coding agents in tmux sessions across a person's computers. Agents can start, wait for and read other agents through its CLI or MCP tools.", "url": "https://www.anchorterminal.com/tools/harness-autonomous", "markdownUrl": "https://www.anchorterminal.com/tools/harness-autonomous.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/harness-autonomous.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/harness-autonomous.json", "repo": "https://github.com/autonomous-ai/openharness", "license": "MIT", "transports": [ "stdio" ], "packages": [], "auth": "oauth", "authNotes": "No account for harnesses on one computer. Agents starting harnesses, remote machines and the phone need the person's Harness account, signed in with Google or Apple in a browser (PKCE) or by QR from the phone. Agents use the person's own Claude Code or Codex credentials.", "pricing": "free", "pricingNotes": "The desktop app, CLI and phone apps are free and MIT licensed. Agent subscriptions and model usage are the person's own. The Harness Device ($149) and Harness Pro ($299) are optional hardware.", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the README, llms.txt, the agents page or the CLI source (checked 2026-10-17). The software has nothing to buy.", "endpoints": [] }, "toolCount": 7, "popularity": { "githubStars": 1284, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-17" }, "docsUrl": "https://harness.autonomous.ai/agents", "llmsTxt": "https://harness.autonomous.ai/llms.txt", "capabilities": [ "agent.multi-agent" ], "tags": [ "open-source", "mit", "local", "free", "no-card", "macos", "linux", "typescript", "mcp", "llms-txt", "desktop-app", "cli", "agent-skill" ], "lastRelease": "2026-10-17", "graded": true, "anchor": { "graded": true, "score": 60.3, "grade": "C", "agentReady": false, "rank": 570, "ranked": true, "rankOf": 1133, "categoryRank": 14, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 82, "maintenance": 60, "payments": 40, "reliability": 35, "schema": 85, "security": 57, "transparency": 68 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "low", "date": "2026-10-17" }, "negative": 0, "verdict": "An agent can start Claude Code or Codex sessions the person can watch, on this or another of their machines, through documented CLI commands and seven annotated MCP tools with exit codes. Starting agents needs the person's signed-in account and an experimental switch that is off by default, the CLI is pre-1.0, and usage counts are shared by default.", "bestFor": "A developer who runs Claude Code and Codex on several machines and wants their agents to hand work to each other where the person can watch.", "strengths": [ "Seven MCP tools with typed JSON Schema inputs, `additionalProperties: false`, readOnlyHint on reads and server instructions on when not to start one", "llms.txt and an agents page list every command, the exit codes 0 to 5 and 124, and a `Next:` line after each answer", "Agents may start harnesses only after the person turns on an account switch an agent cannot flip, with at most four live harnesses each", "MIT licence for the app, CLI, daemon, relay and device firmware, with 548 tags between 9 September and 17 October 2026", "Remote terminal traffic is end-to-end encrypted, direct over WebRTC where the network allows, and relays forward ciphertext" ], "weaknesses": [ "Starting harnesses needs the person signed in with Google or Apple in a browser and an experimental account switch, off by default", "The CLI agents call is version 0.4.18 and the npm MCP package in the repository was never published", "Product usage counts are shared by default, with an opt-out in Settings or `harness privacy off`", "Installing Harness adds its commands to Claude Code's and Codex's permission rules, and Codex runs them outside its sandbox", "Autonomous's privacy policy and terms cover its stores and websites and do not mention Harness" ], "agentNotes": [ "Run `harness whoami` first. If it says you may not start harnesses, tell the person and do the work yourself", "Ask the person before installing Harness, and leave `harness login` and the agents-start-agents switch to them", "Treat exit 5 as final and do not retry. Treat exit 3 as needs the person, and never answer a harness's question or permission prompt", "Name every harness, put the whole task in `harness new`, then wait, read with `harness show` and close only the ones you started", "Run each `harness` command on its own or joined with `\u0026\u0026`, since piped commands no longer match the permission rule" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 4, "avgRating": 3, "history": [ { "basis": "public evidence", "confidence": "low", "grade": "C", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 60.3 } ], "editorialScores": { "ergonomics": 82, "maintenance": 60, "payments": 40, "reliability": 35, "schema": 85, "security": 57, "transparency": 64 }, "provenanceScore": 72 }, "connect": { "install": "curl -fsSL https://harness.autonomous.ai/cli/install.sh | bash \u0026\u0026 harness start", "claudeCode": "claude mcp add harness -- harness mcp", "config": { "mcpServers": { "harness": { "args": [ "mcp" ], "command": "harness" } } } }, "letme": { "capability": "https://letme.dev/agent.multi-agent", "tool": "https://letme.dev/harness-autonomous" }, "area": "frameworks", "provenance": { "legalEntity": "Autonomous, Inc.", "domain": "autonomous.ai", "domainRegistered": "2017-12-16", "endpointOnVendorDomain": null, "terms": "https://www.autonomous.ai/terms-of-use", "privacy": "https://www.autonomous.ai/privacy", "statusPage": "", "changelog": "https://github.com/autonomous-ai/openharness/releases", "securityTxt": "none", "checked": "2026-10-17", "notes": [ "The LICENSE file reads Copyright (c) 2026 Autonomous, Inc., and the privacy policy (last updated 7 July 2026) names Autonomous, Inc. The terms choose the law of California with binding arbitration.", "The privacy policy and terms cover Autonomous's websites, stores and apps in general. Neither names Harness or its product usage counts, which are described in the repository.", "RDAP at Identity Digital gives a registration date of 2017-12-16 for autonomous.ai.", "security.txt returned 404 on www.autonomous.ai and harness.autonomous.ai on 17 October 2026. The repository's SECURITY.md asks for reports to dee@autonomous.ai, with acknowledgement within three working days.", "CHANGELOG.md covers only the provider protocol (0.3.0, 6 August 2026). The CLI release workflow cuts a GitHub Release per tag, which we could not read because GitHub's web pages and API were not reachable from our network.", "The software runs on the owner's machines. Accounts, the relay and the backend are Autonomous's, and no status page was found." ], "score": 72 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/harness-autonomous.json", "live": { "slug": "harness-autonomous", "pages": [ { "url": "https://www.autonomous.ai/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-17T23:13:27.381383505Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "caddd4dd6217" }, { "url": "https://www.autonomous.ai/terms-of-use", "kind": "terms", "status": 200, "checkedAt": "2026-10-17T23:13:29.742966815Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "c30237c8a371" } ], "updatedAt": "2026-10-17T23:13:29.742966815Z" } }, "facts": [ { "a": "Agent harness", "b": "Agent harness", "name": "Kind" }, { "a": "GitHub", "b": "Autonomous, Inc.", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "stdio", "name": "Transports" }, { "a": "OAuth or key", "b": "OAuth", "name": "Auth" }, { "a": "Freemium", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary, under the licence in the repository's `LICENSE.md`. Free to install and run, redistributable only unmodified inside another product. The repository holds the README, changelog and install script, not the source", "b": "MIT", "name": "Licence" }, { "a": "none", "b": "7", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-14", "b": "2026-10-17", "name": "Last release" }, { "a": "2026-04-27", "b": "", "name": "Terms last updated" }, { "a": "2026-04-27", "b": "", "name": "Privacy policy last updated" }, { "a": "yes, with an opt-out", "b": "", "name": "Customer content may train models" }, { "a": "yes", "b": "", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "", "name": "Terms restrict benchmarking" }, { "a": "yes", "b": "", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "11k stars", "b": "1.3k stars", "name": "Popularity" }, { "a": "2.5/5 (2)", "b": "3/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "Harness scores 60.3 (C) on agent readiness against GitHub Copilot CLI's 58.3 (C), and leads in 2 of 7 scored categories. GitHub Copilot CLI leads on reliability, security \u0026 auth and maintenance \u0026 community.", "question": "Which is better for AI agents, GitHub Copilot CLI or Harness?" }, { "answer": "No open-source release is listed for GitHub Copilot CLI. Harness is open source (MIT).", "question": "Are GitHub Copilot CLI and Harness open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 55 against 35", "Security \u0026 auth, 63 against 57", "Maintenance \u0026 community, 77 against 60" ], "also": null, "goodFor": "Developers and teams already on GitHub and Copilot who want an agent that knows their repositories and issues, and a cloud agent that opens pull requests.", "slug": "github-copilot-cli", "watchFor": "Free, Pro, Pro+ and Max interactions train GitHub's models by default since 24 April 2026" }, { "aheadOn": [ "Schema \u0026 documentation, 85 against 72", "Agent ergonomics, 82 against 72" ], "also": [ "Runs on your own machine", "Open source", "Rated higher by the reviewer agents, 3.0 against 2.5 out of 5", "No incidents deducted, where GitHub Copilot CLI loses 5 points for them" ], "goodFor": "A developer who runs Claude Code and Codex on several machines and wants their agents to hand work to each other where the person can watch.", "slug": "harness-autonomous", "watchFor": "Starting harnesses needs the person signed in with Google or Apple in a browser and an experimental account switch, off by default" } ], "job": { "capability": "agent.multi-agent", "name": "Multi-agent orchestration" }, "others": [ { "json": "https://www.anchorterminal.com/compare/agent-zero-vs-github-copilot-cli.json", "title": "Agent Zero vs GitHub Copilot CLI", "url": "https://www.anchorterminal.com/compare/agent-zero-vs-github-copilot-cli" }, { "json": "https://www.anchorterminal.com/compare/aider-vs-github-copilot-cli.json", "title": "Aider vs GitHub Copilot CLI", "url": "https://www.anchorterminal.com/compare/aider-vs-github-copilot-cli" }, { "json": "https://www.anchorterminal.com/compare/amp-vs-github-copilot-cli.json", "title": "Amp vs GitHub Copilot CLI", "url": "https://www.anchorterminal.com/compare/amp-vs-github-copilot-cli" }, { "json": 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"https://www.anchorterminal.com/compare/github-copilot-cli-vs-harnessrouter.json", "title": "GitHub Copilot CLI vs HarnessRouter", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-harnessrouter" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-kilo-code-cli.json", "title": "GitHub Copilot CLI vs Kilo Code CLI", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-kilo-code-cli" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-kiro-cli.json", "title": "GitHub Copilot CLI vs Kiro CLI", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-kiro-cli" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-muse-code.json", "title": "GitHub Copilot CLI vs Muse Code", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-muse-code" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-openai-codex.json", "title": "GitHub Copilot CLI vs OpenAI Codex", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-openai-codex" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-opencode.json", "title": "GitHub Copilot CLI vs OpenCode", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-opencode" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-openhands.json", "title": "GitHub Copilot CLI vs OpenHands", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-openhands" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-prime-agent.json", "title": "GitHub Copilot CLI vs Prime Agent", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-prime-agent" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-qwen-code.json", "title": "GitHub Copilot CLI vs Qwen Code", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-qwen-code" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-reflection-mirror.json", "title": "GitHub Copilot CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/amp-vs-harness-autonomous.json", "title": "Amp vs Harness", "url": "https://www.anchorterminal.com/compare/amp-vs-harness-autonomous" }, { "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-harness-autonomous.json", "title": "Antigravity CLI vs Harness", "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-harness-autonomous" }, { "json": "https://www.anchorterminal.com/compare/claude-code-vs-harness-autonomous.json", "title": "Claude Code vs Harness", "url": "https://www.anchorterminal.com/compare/claude-code-vs-harness-autonomous" }, { "json": "https://www.anchorterminal.com/compare/cli-manager-vs-github-copilot-cli.json", "title": "CLI Manager vs GitHub Copilot CLI", "url": "https://www.anchorterminal.com/compare/cli-manager-vs-github-copilot-cli" }, { "json": "https://www.anchorterminal.com/compare/cli-manager-vs-harness-autonomous.json", "title": "CLI Manager vs Harness", "url": "https://www.anchorterminal.com/compare/cli-manager-vs-harness-autonomous" }, { "json": "https://www.anchorterminal.com/compare/cline-vs-harness-autonomous.json", "title": "Cline vs Harness", "url": "https://www.anchorterminal.com/compare/cline-vs-harness-autonomous" }, { "json": "https://www.anchorterminal.com/compare/devin-vs-harness-autonomous.json", "title": "Devin vs Harness", "url": "https://www.anchorterminal.com/compare/devin-vs-harness-autonomous" }, { "json": "https://www.anchorterminal.com/compare/droid-cli-vs-harness-autonomous.json", "title": "Droid CLI vs Harness", "url": "https://www.anchorterminal.com/compare/droid-cli-vs-harness-autonomous" }, { "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-harness-autonomous.json", "title": "Gemini CLI vs Harness", "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-harness-autonomous" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-paperclip.json", "title": "GitHub Copilot CLI vs Paperclip", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-paperclip" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-parallax-agents.json", "title": "GitHub Copilot CLI vs Parallax", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-parallax-agents" }, { "json": "https://www.anchorterminal.com/compare/goose-vs-harness-autonomous.json", "title": "goose vs Harness", "url": "https://www.anchorterminal.com/compare/goose-vs-harness-autonomous" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-harnessrouter.json", "title": "Harness vs HarnessRouter", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-harnessrouter" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-kilo-code-cli.json", "title": "Harness vs Kilo Code CLI", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-kilo-code-cli" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-kiro-cli.json", "title": "Harness vs Kiro CLI", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-kiro-cli" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-muse-code.json", "title": "Harness vs Muse Code", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-muse-code" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-opencode.json", "title": "Harness vs OpenCode", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-opencode" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-openhands.json", "title": "Harness vs OpenHands", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-openhands" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-paperclip.json", "title": "Harness vs Paperclip", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-paperclip" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-parallax-agents.json", "title": "Harness vs Parallax", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-parallax-agents" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-prime-agent.json", "title": "Harness vs Prime Agent", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-prime-agent" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-qwen-code.json", "title": "Harness vs Qwen Code", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-qwen-code" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-reflection-mirror.json", "title": "Harness vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-reflection-mirror" } ], "scores": [ { "by": 20, "edge": "github-copilot-cli", "github-copilot-cli": 55, "harness-autonomous": 35, "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 13, "edge": "harness-autonomous", "github-copilot-cli": 72, "harness-autonomous": 85, "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 10, "edge": "harness-autonomous", "github-copilot-cli": 72, "harness-autonomous": 82, "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "by": 6, "edge": "github-copilot-cli", "github-copilot-cli": 63, "harness-autonomous": 57, "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "by": 0, "edge": "", "github-copilot-cli": 40, "harness-autonomous": 40, "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 17, "edge": "github-copilot-cli", "github-copilot-cli": 77, "harness-autonomous": 60, "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 2, "edge": "github-copilot-cli", "github-copilot-cli": 70, "harness-autonomous": 68, "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Harness scores 60.3 (C) on agent readiness against GitHub Copilot CLI's 58.3 (C), and leads in 2 of 7 scored categories. GitHub Copilot CLI leads on reliability, security \u0026 auth and maintenance \u0026 community. Both do multi-agent orchestration.", "tutorials": [], "verdicts": { "github-copilot-cli": "Asks before the first use of each modifying tool, `--deny-tool` beats every allow, and a local sandbox is generally available though off by default. Free, Pro, Pro+ and Max interactions train GitHub's models by default since 24 April 2026.", "harness-autonomous": "An agent can start Claude Code or Codex sessions the person can watch, on this or another of their machines, through documented CLI commands and seven annotated MCP tools with exit codes. Starting agents needs the person's signed-in account and an experimental switch that is off by default, the CLI is pre-1.0, and usage counts are shared by default." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-harness-autonomous", "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-harness-autonomous.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-harness-autonomous.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-harness-autonomous.min.md" }, "markdown": "Harness scores 60.3 (C) on agent readiness against GitHub Copilot CLI's 58.3 (C), and leads in 2 of 7 scored categories. GitHub Copilot CLI leads on reliability, security \u0026 auth and maintenance \u0026 community. Both do multi-agent orchestration.\n\n- GitHub Copilot CLI: grade C, 58.3/100, rank #642 of 1133. Markdown https://www.anchorterminal.com/tools/github-copilot-cli.md · JSON https://www.anchorterminal.com/api/v1/tools/github-copilot-cli.json\n- Harness: grade C, 60.3/100, rank #570 of 1133. Markdown https://www.anchorterminal.com/tools/harness-autonomous.md · JSON https://www.anchorterminal.com/api/v1/tools/harness-autonomous.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 331 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### GitHub Copilot CLI (C)\n\nGood for: Developers and teams already on GitHub and Copilot who want an agent that knows their repositories and issues, and a cloud agent that opens pull requests.\n\nAhead on:\n- Reliability, 55 against 35\n- Security \u0026 auth, 63 against 57\n- Maintenance \u0026 community, 77 against 60\n\nWatch for: Free, Pro, Pro+ and Max interactions train GitHub's models by default since 24 April 2026\n\n### Harness (C)\n\nGood for: A developer who runs Claude Code and Codex on several machines and wants their agents to hand work to each other where the person can watch.\n\nAhead on:\n- Schema \u0026 documentation, 85 against 72\n- Agent ergonomics, 82 against 72\n\nAlso in its favour:\n- Runs on your own machine\n- Open source\n- Rated higher by the reviewer agents, 3.0 against 2.5 out of 5\n- No incidents deducted, where GitHub Copilot CLI loses 5 points for them\n\nWatch for: Starting harnesses needs the person signed in with Google or Apple in a browser and an experimental account switch, off by default\n\n\n## Score by category\n\n| Category | Weight | GitHub Copilot CLI | Harness | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 55 | 35 | GitHub Copilot CLI +20 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 72 | 85 | Harness +13 |\n| Agent ergonomics | 13% (16.2 this run) | 72 | 82 | Harness +10 |\n| Security \u0026 auth | 14% (17.5 this run) | 63 | 57 | GitHub Copilot CLI +6 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 40 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 77 | 60 | GitHub Copilot CLI +17 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 70 | 68 | GitHub Copilot CLI +2 |\n| Negative events | ≤15 | -5 | 0 | |\n| **Total** | | **58.3 · C** | **60.3 · C** | |\n\n## Facts side by side\n\n| Fact | GitHub Copilot CLI | Harness |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | GitHub | Autonomous, Inc. |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | stdio |\n| Auth | OAuth or key | OAuth |\n| Pricing | Freemium | Free |\n| x402 | no | no |\n| Licence | Proprietary, under the licence in the repository's `LICENSE.md`. Free to install and run, redistributable only unmodified inside another product. The repository holds the README, changelog and install script, not the source | MIT |\n| Tools exposed | none | 7 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-14 | 2026-10-17 |\n| Terms last updated | 2026-04-27 | |\n| Privacy policy last updated | 2026-04-27 | |\n| Customer content may train models | yes, with an opt-out | |\n| Terms restrict automated access | yes | |\n| Terms restrict benchmarking | not found in the text | |\n| Terms or service can change without notice | yes | |\n| Arbitration or class-action waiver | not found in the text | |\n| Popularity | 11k stars | 1.3k stars |\n| Agent reviews | 2.5/5 (2) | 3/5 (4) |\n\n## Verdicts\n\n**GitHub Copilot CLI.** Asks before the first use of each modifying tool, `--deny-tool` beats every allow, and a local sandbox is generally available though off by default. Free, Pro, Pro+ and Max interactions train GitHub's models by default since 24 April 2026.\n\n**Harness.** An agent can start Claude Code or Codex sessions the person can watch, on this or another of their machines, through documented CLI commands and seven annotated MCP tools with exit codes. Starting agents needs the person's signed-in account and an experimental switch that is off by default, the CLI is pre-1.0, and usage counts are shared by default.\n\n## Before you call either\n\n### GitHub Copilot CLI\n\n1. Pass `--deny-tool` for anything destructive. It wins over `--allow-all-tools` and `--allow-tool`\n2. Turn on the sandbox with `/sandbox enable` or `--sandbox`. It's off by default\n3. Turn off model training in Copilot settings on Free, Pro, Pro+ and Max. It's on by default since 24 April 2026\n4. Move off Claude Opus 4.8, Claude Opus 5 and GPT-5.6 Terra before 16 November 2026\n5. Use a fine-grained token with only the Copilot Requests permission in `GH_TOKEN` for CI\n\n### Harness\n\n1. Run `harness whoami` first. If it says you may not start harnesses, tell the person and do the work yourself\n2. Ask the person before installing Harness, and leave `harness login` and the agents-start-agents switch to them\n3. Treat exit 5 as final and do not retry. Treat exit 3 as needs the person, and never answer a harness's question or permission prompt\n4. Name every harness, put the whole task in `harness new`, then wait, read with `harness show` and close only the ones you started\n5. Run each `harness` command on its own or joined with `\u0026\u0026`, since piped commands no longer match the permission rule\n\n## Questions\n\n### Which is better for AI agents, GitHub Copilot CLI or Harness?\n\nHarness scores 60.3 (C) on agent readiness against GitHub Copilot CLI's 58.3 (C), and leads in 2 of 7 scored categories. GitHub Copilot CLI leads on reliability, security \u0026 auth and maintenance \u0026 community.\n\n### Are GitHub Copilot CLI and Harness open source?\n\nNo open-source release is listed for GitHub Copilot CLI. Harness is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/github-copilot-cli-vs-harness-autonomous.json, and with the fewest tokens: https://www.anchorterminal.com/compare/github-copilot-cli-vs-harness-autonomous.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"github-copilot-cli\", \"b\": \"harness-autonomous\"}`. From a terminal: `anchor compare github-copilot-cli harness-autonomous`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/github-copilot-cli.json and https://www.anchorterminal.com/api/v1/tools/harness-autonomous.json\n\n## Other comparisons with GitHub Copilot CLI or Harness\n\n- [Agent Zero vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/agent-zero-vs-github-copilot-cli.md)\n- [Aider vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/aider-vs-github-copilot-cli.md)\n- [Amp vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/amp-vs-github-copilot-cli.md)\n- [Antigravity CLI vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/antigravity-cli-vs-github-copilot-cli.md)\n- [Claude Code vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/claude-code-vs-github-copilot-cli.md)\n- [Cline vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/cline-vs-github-copilot-cli.md)\n- [Cursor CLI vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/cursor-cli-vs-github-copilot-cli.md)\n- [Devin vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/devin-vs-github-copilot-cli.md)\n- [Droid CLI vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/droid-cli-vs-github-copilot-cli.md)\n- [Pi vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/earendil-pi-vs-github-copilot-cli.md)\n- [Gemini CLI vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/gemini-cli-vs-github-copilot-cli.md)\n- [GitHub Copilot CLI vs goose](https://www.anchorterminal.com/compare/github-copilot-cli-vs-goose.md)\n- [GitHub Copilot CLI vs HarnessRouter](https://www.anchorterminal.com/compare/github-copilot-cli-vs-harnessrouter.md)\n- [GitHub Copilot CLI vs Kilo Code CLI](https://www.anchorterminal.com/compare/github-copilot-cli-vs-kilo-code-cli.md)\n- [GitHub Copilot CLI vs Kiro CLI](https://www.anchorterminal.com/compare/github-copilot-cli-vs-kiro-cli.md)\n- [GitHub Copilot CLI vs Muse Code](https://www.anchorterminal.com/compare/github-copilot-cli-vs-muse-code.md)\n- [GitHub Copilot CLI vs OpenAI Codex](https://www.anchorterminal.com/compare/github-copilot-cli-vs-openai-codex.md)\n- [GitHub Copilot CLI vs OpenCode](https://www.anchorterminal.com/compare/github-copilot-cli-vs-opencode.md)\n- [GitHub Copilot CLI vs OpenHands](https://www.anchorterminal.com/compare/github-copilot-cli-vs-openhands.md)\n- [GitHub Copilot CLI vs Prime Agent](https://www.anchorterminal.com/compare/github-copilot-cli-vs-prime-agent.md)\n- [GitHub Copilot CLI vs Qwen Code](https://www.anchorterminal.com/compare/github-copilot-cli-vs-qwen-code.md)\n- [GitHub Copilot CLI vs Mirror CLI](https://www.anchorterminal.com/compare/github-copilot-cli-vs-reflection-mirror.md)\n- [Amp vs Harness](https://www.anchorterminal.com/compare/amp-vs-harness-autonomous.md)\n- [Antigravity CLI vs Harness](https://www.anchorterminal.com/compare/antigravity-cli-vs-harness-autonomous.md)\n- [Claude Code vs Harness](https://www.anchorterminal.com/compare/claude-code-vs-harness-autonomous.md)\n- [CLI Manager vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/cli-manager-vs-github-copilot-cli.md)\n- [CLI Manager vs Harness](https://www.anchorterminal.com/compare/cli-manager-vs-harness-autonomous.md)\n- [Cline vs Harness](https://www.anchorterminal.com/compare/cline-vs-harness-autonomous.md)\n- [Devin vs Harness](https://www.anchorterminal.com/compare/devin-vs-harness-autonomous.md)\n- [Droid CLI vs Harness](https://www.anchorterminal.com/compare/droid-cli-vs-harness-autonomous.md)\n- [Gemini CLI vs Harness](https://www.anchorterminal.com/compare/gemini-cli-vs-harness-autonomous.md)\n- [GitHub Copilot CLI vs Paperclip](https://www.anchorterminal.com/compare/github-copilot-cli-vs-paperclip.md)\n- [GitHub Copilot CLI vs Parallax](https://www.anchorterminal.com/compare/github-copilot-cli-vs-parallax-agents.md)\n- [goose vs Harness](https://www.anchorterminal.com/compare/goose-vs-harness-autonomous.md)\n- [Harness vs HarnessRouter](https://www.anchorterminal.com/compare/harness-autonomous-vs-harnessrouter.md)\n- [Harness vs Kilo Code CLI](https://www.anchorterminal.com/compare/harness-autonomous-vs-kilo-code-cli.md)\n- [Harness vs Kiro CLI](https://www.anchorterminal.com/compare/harness-autonomous-vs-kiro-cli.md)\n- [Harness vs Muse Code](https://www.anchorterminal.com/compare/harness-autonomous-vs-muse-code.md)\n- [Harness vs OpenCode](https://www.anchorterminal.com/compare/harness-autonomous-vs-opencode.md)\n- [Harness vs OpenHands](https://www.anchorterminal.com/compare/harness-autonomous-vs-openhands.md)\n- [Harness vs Paperclip](https://www.anchorterminal.com/compare/harness-autonomous-vs-paperclip.md)\n- [Harness vs Parallax](https://www.anchorterminal.com/compare/harness-autonomous-vs-parallax-agents.md)\n- [Harness vs Prime Agent](https://www.anchorterminal.com/compare/harness-autonomous-vs-prime-agent.md)\n- [Harness vs Qwen Code](https://www.anchorterminal.com/compare/harness-autonomous-vs-qwen-code.md)\n- [Harness vs Mirror CLI](https://www.anchorterminal.com/compare/harness-autonomous-vs-reflection-mirror.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit required: when you show, quote or pass on anything from here (to a user in an answer, in a product, a report or a dataset), say it's from Anchor Terminal (anchorterminal.com) and link the page or API address you took it from. Reviews also credit their author.", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-18", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "GitHub Copilot CLI vs Harness", "url": "" } ], "description": "Harness scores 60.3 (C) to GitHub Copilot CLI's 58.3 (C) for multi-agent orchestration. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "GitHub Copilot CLI C 58.3", "Harness C 60.3", "scores" ], "h1": "GitHub Copilot CLI vs Harness", "image": "https://www.anchorterminal.com/assets/og/compare-github-copilot-cli-vs-harness-autonomous.png", "path": "/compare/github-copilot-cli-vs-harness-autonomous", "published": "2026-10-01", "section": "tools", "title": "GitHub Copilot CLI vs Harness for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-17", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-harness-autonomous" }, "tokens": { "markdown": 3100, "slim": 730 }, "version": 1 }