{
  "data": {
    "a": {
      "slug": "agent-zero",
      "name": "Agent Zero",
      "vendor": "Agent Zero, s.r.o.",
      "vendorUrl": "https://www.agent-zero.ai",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Agent Zero is an open-source agent framework that runs in a Docker container with a Linux desktop, a browser, a task scheduler and memory. Its owner reaches it through a web interface, Telegram, WhatsApp or email.",
      "url": "https://www.anchorterminal.com/tools/agent-zero",
      "markdownUrl": "https://www.anchorterminal.com/tools/agent-zero.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/agent-zero.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/agent-zero.json",
      "dns": "agent-zero.grade.anchorterminal.com",
      "repo": "https://github.com/agent0ai/agent-zero",
      "license": "MIT",
      "transports": [],
      "packages": [
        {
          "registry": "oci",
          "name": "agent0ai/agent-zero"
        }
      ],
      "auth": "none",
      "authNotes": "No account. The web interface has no login until the owner sets a username and password in Settings or as `AUTH_LOGIN` and `AUTH_PASSWORD`, which are stored in `/a0/usr/.env` (https://github.com/agent0ai/agent-zero/blob/main/docs/setup/vps-deployment.md). The external API takes an `X-API-KEY` header, and the optional MCP server and A2A endpoint carry the same token in the URL path. The token is derived from the instance id and the login, so it changes when either changes (https://github.com/agent0ai/agent-zero/blob/main/docs/guides/a2a-setup.md). Model access uses provider API keys or OAuth sign-in to ChatGPT (Codex), GitHub Copilot, Google Cloud Gemini or xAI (https://github.com/agent0ai/agent-zero/blob/main/plugins/_oauth/README.md).",
      "pricing": "free",
      "pricingNotes": "Free under MIT, with nothing to buy for the software. The owner pays the model provider they configure, or nothing with a local model. A beta LLM API on the vendor's site gives a daily quota to people who stake its A0T token and is separate from the software (checked 2026-10-12).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs or the source (checked 2026-10-12).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 19429,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-12"
      },
      "docsUrl": "https://github.com/agent0ai/agent-zero/tree/main/docs",
      "llmsTxt": "https://www.agent-zero.ai/llms.txt",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client"
      ],
      "tags": [
        "open-source",
        "self-hosted",
        "local",
        "free",
        "python",
        "mit",
        "llms-txt",
        "docker"
      ],
      "lastRelease": "2026-11-01",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 46,
        "grade": "D",
        "agentReady": false,
        "rank": 1184,
        "ranked": true,
        "rankOf": 1510,
        "categoryRank": 47,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 62,
          "maintenance": 75,
          "payments": 60,
          "reliability": 57,
          "schema": 64,
          "security": 54,
          "transparency": 64
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-04"
        },
        "negative": -15,
        "negativeNotes": [
          "2026-08-27 to 2026-09-23. Breaking changes in minor releases of the `agent0ai/agent-zero` image with notice only in the release notes of the day. v2.11 (27 August) made LiteLLM default to Chat Completions, v2.12 (9 September) made `hist_add_ai_response` require an `llm_result`, and v2.13 (23 September) dropped `runtime=input` for remote execution with \"No compatibility alias\". Repeats fold into one term, -3 (https://www.agent-zero.ai/p/articles/agent-zero-v2-13/).",
          "2026-09-09. Two flaws recorded in the project's own security-review ledger and fixed in v2.12 the same day. An unauthenticated Telegram webhook accepted forged updates, and WhatsApp document names could overwrite files outside the media cache before the sender check ran. The ledger rates both high. Named in the release notes, with no advisory, -3 (https://github.com/agent0ai/agent-zero/blob/main/security-review/LEDGER.md).",
          "2026-03-17 to 2026-10-22. Eight CVEs against Agent Zero, counted one by one, none published by the vendor. CVE-2026-97635 (CISA, 22 October, Web UI XSS before 1.15, CVSS 4.0 8.6, fixed) 2. CVE-2026-51852 and CVE-2026-51853 (MITRE, 30 September, file browser directory traversal in 1.7 to 1.10, CISA-ADP 7.5 each, reports closed as completed) 2 each. CVE-2026-30624 (MITRE, 15 April, MCP server configuration runs arbitrary commands in 0.9.8, 8.6, no fix listed) 2. CVE-2026-47118 (VulnCheck, 27 May, image_get path traversal before 1.15, 7.1, fixed) 1. VulDB's CVE-2026-4308 (6.3, fixed in v2.9) and VulnCheck's CVE-2026-47119 (5.3, fixed) are fixed third-party Mediums and cost 0, and VulDB's CVE-2026-4307 (4.3, fix not established) is an unfixed third-party Medium, left uncounted. -9 (https://osv.dev/list?q=agent-zero, https://github.com/CVEProject/cvelistV5)."
        ],
        "verdict": "Self-hosted under the MIT licence, with seven releases from 12 August to 1 November 2026 and breaking changes listed in minor-release notes. The agent runs shell commands in its container with no approval step, the web interface has no login by default, and eight CVEs from the past year were published by third parties with no vendor advisory.",
        "bestFor": "A technical owner who wants an agent with its own Linux machine, reachable from Telegram, WhatsApp or email, with scheduled tasks and editable memory.",
        "strengths": [
          "MIT licence, with prompts, tools, plugins and settings readable and editable in one public repository",
          "Seven tagged releases from 12 August to 1 November 2026, with Breaking Changes sections in the v2.11, v2.12 and v2.13 notes",
          "Memory dashboard to search, edit, delete and bulk-delete entries, with memory kept apart for each project by default",
          "No usage telemetry found in the source. The one call home is an update check whose settings page says what it sends and turns it off",
          "Tool Access policy can allow or block each built-in and MCP tool for a project or an agent profile"
        ],
        "weaknesses": [
          "No approval step before shell commands, file changes or outgoing messages. Tool Access defaults to allow",
          "The web interface has no login until the owner sets a username, and the README command publishes port 80",
          "Eight CVEs published between 17 March and 22 October 2026, all assigned by third parties, with no vendor advisory, SECURITY.md or security.txt",
          "Infection Check, the prompt-injection audit before tool calls, ships turned off",
          "Empty allow-lists in the Telegram, WhatsApp and email integrations accept messages from anyone",
          "No public CI runs the 245 files under tests/. The only workflows publish Docker images and close inactive issues",
          "Minor releases v2.11, v2.12 and v2.13 removed or changed behaviour on release day, one with no compatibility alias"
        ],
        "agentNotes": [
          "Set a UI login and password in Settings before publishing the port or opening a tunnel. The default has none",
          "Fill `allowed_users`, `allowed_numbers` or `sender_whitelist` before enabling a channel. An empty list accepts every sender",
          "Enable the Infection Check plugin when the agent reads mail, web pages or MCP results. It ships disabled",
          "Run v2.12 or later. It fixes a Telegram webhook authentication bypass and a WhatsApp media path traversal",
          "Call `POST /api_message` with the `X-API-KEY` header. The token changes when the UI login or password changes"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 46
          }
        ],
        "editorialScores": {
          "ergonomics": 62,
          "maintenance": 75,
          "payments": 60,
          "reliability": 57,
          "schema": 64,
          "security": 54,
          "transparency": 66
        },
        "provenanceScore": 61,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-04",
            "maintenance": "2026-11-04",
            "payments": "2026-11-04",
            "reliability": "2026-11-04",
            "schema": "2026-11-04",
            "security": "2026-11-04",
            "transparency": "2026-11-04"
          },
          "last": "2026-11-04",
          "lastMoved": "2026-11-04",
          "oldest": "2026-11-04",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "docker run -p 80:80 -v a0_usr:/a0/usr agent0ai/agent-zero   # or: curl -fsSL https://bash.agent-zero.ai | bash"
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/agent-zero"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Agent Zero, s.r.o.",
        "domain": "agent-zero.ai",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/agent0ai/agent-zero/releases",
        "securityTxt": "none",
        "checked": "2026-11-04",
        "notes": [
          "The site footer names Agent Zero, s.r.o., ID no. 231 46 508, Nové sady 988/2, 602 00 Brno, Czech Republic, and the `LICENSE` file carries the same company's copyright.",
          "No terms or privacy policy for the software was found. The site's terms page covers its community platform and its cookie page covers the website, so neither is linked here and the MIT licence stands in.",
          "`/.well-known/security.txt` on www.agent-zero.ai answered 404 on 12 October 2026, and the repository still had no SECURITY.md on 4 November 2026.",
          "robots.txt on www.agent-zero.ai answered 404 again on 4 November 2026, read as no rules. agent-zero.ai redirects to www.agent-zero.ai.",
          "There is no hosted endpoint. An instance answers on its owner's own host.",
          "The domain's registration date was not looked up."
        ],
        "score": 61
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/agent-zero.json",
      "live": {
        "slug": "agent-zero",
        "versions": [
          {
            "registry": "github",
            "name": "agent0ai/agent-zero",
            "version": "v2.15",
            "released": "2026-11-01",
            "seenAt": "2026-11-06T23:03:10.585709292Z"
          }
        ],
        "githubStars": 19771,
        "securityTxt": {
          "url": "https://agent-zero.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T16:00:55.812233933Z"
        },
        "llmsTxt": {
          "url": "https://www.agent-zero.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:31:05.677359332Z"
        },
        "domain": {
          "domain": "agent-zero.ai",
          "registered": "2025-01-26",
          "source": "https://rdap.identitydigital.services/rdap/domain/agent-zero.ai",
          "checkedAt": "2026-11-01T14:14:52.629038357Z"
        },
        "github": {
          "repo": "agent0ai/agent-zero",
          "checkedAt": "2026-11-02T08:28:32.546659925Z",
          "stars": 19645,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-11-01T23:18:27Z",
          "openIssues": 59,
          "openPRs": 82,
          "issuesOpened90d": 71,
          "issuesClosed90d": 102,
          "prsMerged90d": 37,
          "ci": {
            "branch": "main",
            "runs": 50,
            "success": 46,
            "failure": 3,
            "other": 1,
            "latest": "success",
            "latestAt": "2026-11-01T23:52:44Z"
          },
          "replies": {
            "sampled": 25,
            "unanswered": 23,
            "medianDays": 7.5
          }
        },
        "updatedAt": "2026-11-07T16:00:55.812233933Z"
      }
    },
    "answer": "Traycer scores 57 (C) on agent readiness against Agent Zero's 46 (D), and leads in 3 of 7 scored categories. Agent Zero leads on security \u0026 auth and payments \u0026 pricing.",
    "b": {
      "slug": "traycer",
      "name": "Traycer",
      "vendor": "Traycer AI",
      "vendorUrl": "https://traycer.ai",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Traycer is an open-source orchestration app that runs coding agents you already pay for, or its own inference, in parallel with shared context across models, agent-to-agent messaging, shareable boards and cross-device sync.",
      "url": "https://www.anchorterminal.com/tools/traycer",
      "markdownUrl": "https://www.anchorterminal.com/tools/traycer.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/traycer.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/traycer.json",
      "dns": "traycer.grade.anchorterminal.com",
      "repo": "https://github.com/traycerai/traycer",
      "license": "MIT",
      "transports": [],
      "packages": [],
      "auth": "none",
      "pricing": "free",
      "pricingNotes": "Free and open source. You pay for the coding agents it runs, through your own subscriptions or API keys (checked 2026-11-07).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No payment protocol in the repository or README (checked 2026-11-07).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-07"
      },
      "docsUrl": "https://docs.traycer.ai",
      "capabilities": [
        "agent.harness",
        "agent.multi-agent"
      ],
      "tags": [
        "open-source",
        "mit",
        "desktop-app",
        "cli",
        "telemetry",
        "new"
      ],
      "lastRelease": "2026-11-06",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 57,
        "grade": "C",
        "agentReady": false,
        "rank": 816,
        "ranked": true,
        "rankOf": 1510,
        "categoryRank": 29,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 65,
          "maintenance": 75,
          "payments": 30,
          "reliability": 65,
          "schema": 65,
          "security": 42,
          "transparency": 60
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "low",
          "date": "2026-11-07"
        },
        "negative": 0,
        "verdict": "An open-source app for running several coding agents together with shared context, agent-to-agent messaging and team boards, on every desktop OS. Privacy Mode is opt-in for individuals, and the README says Sentry and PostHog may be on in release builds.",
        "bestFor": "Teams who want several coding agents working together with shared context and boards.",
        "strengths": [
          "Runs agents you already pay for, or Traycer's own inference",
          "Shares context across models and lets agents message each other",
          "macOS, Linux and Windows builds, with package-manager installs",
          "MIT, with CodeQL, Scorecard and secret scanning"
        ],
        "weaknesses": [
          "Privacy Mode is opt-in for individuals; with it off, prompts may be logged",
          "Sentry and PostHog may be enabled in release builds, with no opt-out in the README",
          "Inference subscription price not found on the pages read"
        ],
        "agentNotes": [
          "Turn on Privacy Mode if you're an individual user and don't want prompts logged",
          "CLI agents you configure send requests straight to their provider; Traycer's own inference goes through Traycer"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "low",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 57
          }
        ],
        "editorialScores": {
          "ergonomics": 65,
          "maintenance": 75,
          "payments": 30,
          "reliability": 65,
          "schema": 65,
          "security": 42,
          "transparency": 66
        },
        "provenanceScore": 53,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-07",
            "maintenance": "2026-11-07",
            "payments": "2026-11-07",
            "reliability": "2026-11-07",
            "schema": "2026-11-07",
            "security": "2026-11-07",
            "transparency": "2026-11-07"
          },
          "last": "2026-11-07",
          "oldest": "2026-11-07",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "Download for macOS, Linux or Windows from the releases page"
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/traycer"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Traycer AI",
        "domain": "traycer.ai",
        "domainRegistered": "",
        "domainNote": "Not looked up: RDAP isn't requested under the 1 November 2026 rules.",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/traycerai/traycer/blob/main/CHANGELOG.md",
        "securityTxt": "none",
        "checked": "2026-11-07",
        "notes": [
          "The licence names Traycer AI. The repository is github.com/traycerai/traycer."
        ],
        "score": 53
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/traycer.json",
      "live": {
        "slug": "traycer",
        "securityTxt": {
          "url": "https://traycer.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T15:59:47.880384121Z"
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/traycerai/traycer/main/CHANGELOG.md",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-11-07T14:23:51.024738302Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "d3f389f721e9"
          }
        ],
        "updatedAt": "2026-11-07T15:59:47.880384121Z"
      }
    },
    "edges": [
      {
        "by": 30,
        "category": "payments",
        "leads": "agent-zero",
        "name": "Payments \u0026 pricing",
        "reasons": {
          "a": "Read with the self-hosted rule. No payment protocol in the source (0). Free under MIT with nothing to buy for the software, so 20, 20 and 20 on the last three lines. It starts with one Docker command and no account. Model usage is billed by whichever provider the owner configures, or costs nothing with a local model. The vendor's site also describes a beta LLM API whose daily quota depends on staking its A0T token. That is separate from the software and not scored.",
          "b": "Scored on the paid option, Traycer's own inference subscription, whose price wasn't read (0 of 20). No protocol (0). Bring-your-own-agent use is free (20). Accounts for sync and teams weren't checked, half (10). 0 + 0 + 20 + 10 = 30."
        },
        "scores": {
          "a": 60,
          "b": 30
        }
      },
      {
        "by": 12,
        "category": "security",
        "leads": "agent-zero",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "Harness reading of the framework checklist, the one the Goose calibration dossier uses. 30 for what leaves the machine by default, 20 for approvals and sandboxing, 15 for prompt-injection posture, 15 for audit and 20 for the security programme. No usage telemetry was found in the source. An update check, on by default, posts the version and a 20-character SHA-256 hash of a random per-install id to api.agent-zero.ai. The Update Checker settings page says only that ID and the version are sent and has an off switch. Something still leaves the machine by default, so the partial is kept (22). The agent works inside a Docker container built on Kali Linux and runs as root there. Tool Access can block tools by project or profile and defaults to allow, host access through the A0 CLI is scoped by read, write and execute permissions, and no approval step was found before a shell command, a file deletion or an outgoing message. The web interface has no login until a username is set (10). Infection Check audits the agent's reasoning with a second model before each tool call and ships disabled. Scanners check plugins, skills and MCP servers before install. The channel allow-lists accept every sender when empty, and the email filter matches the claimed From address only, which the plugin README states (7). Chat logs, visible tool steps and Time Travel snapshots, with no per-call audit log. Per-process log files were removed in v2.5 (9). No SECURITY.md on 4 November, security.txt answered 404 on 12 October, and none of the eight CVEs published from 17 March to 22 October 2026 came from the vendor (VulDB, VulnCheck, MITRE and CISA assigned them). A security-review ledger in the repository records two findings, and the v2.12 notes name both fixes (6, a partial kept).",
          "b": "Harness reading. Code is processed in memory and not used for training, but Privacy Mode is opt-in for individuals, prompts may be logged with it off, and Sentry and PostHog 'may be enabled in release builds' (10 of 30). No approval model described in the README (8 of 20). No prompt-injection guidance (5). No audit log found (5). SECURITY.md, CodeQL, Scorecard and secret scanning (14 of 20). 10 + 8 + 5 + 5 + 14 = 42."
        },
        "scores": {
          "a": 54,
          "b": 42
        }
      },
      {
        "by": 8,
        "category": "reliability",
        "leads": "traycer",
        "name": "Reliability",
        "reasons": {
          "a": "Read with the local-software lines, as software the owner runs. Installs from the `agent0ai/agent-zero` Docker image, an install script, or a desktop Launcher with builds for macOS, Linux and Windows on x86 and ARM64. The README says it runs wherever Docker runs. The image registry page was not read (17 of 20). The repository holds 245 files under tests/ on 4 November, and its only two workflows still publish Docker images and close inactive issues. The publish workflow runs no tests, so no public CI run shows them passing (5 of 25, a partial kept). 139 open issues and pull requests on 12 October 2026, per that check (GitHub's pages and API weren't read on 4 November). Open reports from September include a crash of `run_ui` after a failed memory consolidation (#1909), a browser worker that hangs the agent turn (#1923) and truncated backups (#1904), each with no reply or one, and a workflow closes anything inactive for 90 days (11 of 25). Release notes for v2.11, v2.12 and v2.13 carry a Breaking Changes section, but breaking changes ship in minor versions, so the numbering is not semver (9 of 15). v2.15, past 1.0 (15).",
          "b": "Local software. Builds for macOS, Linux and Windows, and package-manager publishing workflows (20). test.yml, CodeQL, OpenSSF Scorecard and secret scanning run on the repository; pass state not read (15). GitHub issues and pull requests weren't read (GitHub's pages refuse these sessions), so that line is scored absent (0). CHANGELOG.md (15). Host 1.5.3 (15). 20 + 15 + 0 + 15 + 15 = 65."
        },
        "scores": {
          "a": 57,
          "b": 65
        }
      }
    ],
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "Agent Zero, s.r.o.",
        "b": "Traycer AI",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "None",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Free",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "MIT",
        "b": "MIT",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-11-01",
        "b": "2026-11-06",
        "name": "Last release"
      },
      {
        "a": "no document linked",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "19k stars",
        "b": "none",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "Traycer scores 57 (C) on agent readiness against Agent Zero's 46 (D), and leads in 3 of 7 scored categories. Agent Zero leads on security \u0026 auth and payments \u0026 pricing.",
        "question": "Which is better for AI agents, Agent Zero or Traycer?"
      },
      {
        "answer": "Yes. Agent Zero is open source (MIT). Traycer is open source (MIT).",
        "question": "Are Agent Zero and Traycer open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Security \u0026 auth, 54 against 42",
          "Payments \u0026 pricing, 60 against 30"
        ],
        "also": null,
        "goodFor": "A technical owner who wants an agent with its own Linux machine, reachable from Telegram, WhatsApp or email, with scheduled tasks and editable memory.",
        "slug": "agent-zero",
        "watchFor": "No approval step before shell commands, file changes or outgoing messages. Tool Access defaults to allow"
      },
      {
        "aheadOn": [
          "Reliability, 65 against 57"
        ],
        "also": [
          "No incidents deducted, where Agent Zero loses 15 points for them"
        ],
        "goodFor": "Teams who want several coding agents working together with shared context and boards.",
        "slug": "traycer",
        "watchFor": "Privacy Mode is opt-in for individuals; with it off, prompts may be logged"
      }
    ],
    "history": {
      "agent-zero": [
        {
          "causes": [
            "correction"
          ],
          "date": "2026-11-04",
          "delta": -8.6,
          "from": 54.6,
          "fromGrade": "C",
          "to": 46,
          "toGrade": "D"
        },
        {
          "causes": [
            "evidence"
          ],
          "date": "2026-10-28",
          "delta": 0.3,
          "from": 54.3,
          "fromGrade": "C",
          "to": 54.6,
          "toGrade": "C"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-27",
          "delta": 0.1,
          "from": 54.2,
          "fromGrade": "C",
          "to": 54.3,
          "toGrade": "C"
        }
      ],
      "traycer": null
    },
    "job": {
      "capability": "agent.harness",
      "name": "Agent harnesses"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-aider.json",
        "title": "Agent Zero vs Aider",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-aider"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-amp.json",
        "title": "Agent Zero vs Amp",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-amp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-antigravity-cli.json",
        "title": "Agent Zero vs Antigravity CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-antigravity-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-auggie.json",
        "title": "Agent Zero vs Auggie CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-auggie"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-axlr.json",
        "title": "Agent Zero vs AXLR",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-axlr"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-claude-code.json",
        "title": "Agent Zero vs Claude Code",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-claude-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-cline.json",
        "title": "Agent Zero vs Cline",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-cline"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-conductor.json",
        "title": "Agent Zero vs Conductor",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-conductor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-crush.json",
        "title": "Agent Zero vs Crush",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-crush"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-cursor-cli.json",
        "title": "Agent Zero vs Cursor CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-cursor-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-deepseek-harness.json",
        "title": "Agent Zero vs DeepSeek Harness (dsh)",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-deepseek-harness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-deepseek-superagent.json",
        "title": "Agent Zero vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-deepseek-superagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-devin.json",
        "title": "Agent Zero vs Devin",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-droid-cli.json",
        "title": "Agent Zero vs Droid CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-droid-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-earendil-pi.json",
        "title": "Agent Zero vs Pi",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-earendil-pi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-emdash.json",
        "title": "Agent Zero vs Emdash",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-emdash"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-gemini-cli.json",
        "title": "Agent Zero vs Gemini CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-gemini-cli"
      },
      {
        "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/agent-zero-vs-goose.json",
        "title": "Agent Zero vs goose",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-harness2.json",
        "title": "Agent Zero vs Harness²",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-harness2"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-harnessrouter.json",
        "title": "Agent Zero vs HarnessRouter",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-harnessrouter"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-jules.json",
        "title": "Agent Zero vs Jules",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-junie.json",
        "title": "Agent Zero vs Junie CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-junie"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-kilo-code-cli.json",
        "title": "Agent Zero vs Kilo Code CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-kilo-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-kimi-code-cli.json",
        "title": "Agent Zero vs Kimi Code CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-kimi-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-kiro-cli.json",
        "title": "Agent Zero vs Kiro CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-kiro-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-letta.json",
        "title": "Agent Zero vs Letta",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-letta"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-mini-swe-agent.json",
        "title": "Agent Zero vs mini-swe-agent",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-mini-swe-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-minimax-code.json",
        "title": "Agent Zero vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-mistral-vibe-cli.json",
        "title": "Agent Zero vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-muse-code.json",
        "title": "Agent Zero vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-openai-agents-api.json",
        "title": "Agent Zero vs OpenAI Agents API",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-openai-agents-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-openai-codex.json",
        "title": "Agent Zero vs OpenAI Codex",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-openai-codex"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-opencode.json",
        "title": "Agent Zero vs OpenCode",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-opencode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-openhands.json",
        "title": "Agent Zero vs OpenHands",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-openhands"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-openmausbot.json",
        "title": "Agent Zero vs OpenMausBot",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-openmausbot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-orca.json",
        "title": "Agent Zero vs Orca",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-paseo.json",
        "title": "Agent Zero vs Paseo",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-paseo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-prime-agent.json",
        "title": "Agent Zero vs Prime Agent",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-prime-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-qoder-cli.json",
        "title": "Agent Zero vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-qwen-code.json",
        "title": "Agent Zero vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-reflection-mirror.json",
        "title": "Agent Zero vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-rovo-dev-cli.json",
        "title": "Agent Zero vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-sculptor.json",
        "title": "Agent Zero vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-t3-code.json",
        "title": "Agent Zero vs T3 Code",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-t3-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-unstoppable.json",
        "title": "Agent Zero vs Unstoppable",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-unstoppable"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-verdent.json",
        "title": "Agent Zero vs Verdent",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-vibe-trading.json",
        "title": "Agent Zero vs Vibe-Trading",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-vibe-trading"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-warp.json",
        "title": "Agent Zero vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-traycer.json",
        "title": "Aider vs Traycer",
        "url": "https://www.anchorterminal.com/compare/aider-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-traycer.json",
        "title": "Amp vs Traycer",
        "url": "https://www.anchorterminal.com/compare/amp-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-traycer.json",
        "title": "Antigravity CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-traycer.json",
        "title": "Auggie CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-traycer.json",
        "title": "AXLR vs Traycer",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-traycer.json",
        "title": "Claude Code vs Traycer",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-traycer.json",
        "title": "Cline vs Traycer",
        "url": "https://www.anchorterminal.com/compare/cline-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/conductor-vs-traycer.json",
        "title": "Conductor vs Traycer",
        "url": "https://www.anchorterminal.com/compare/conductor-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-traycer.json",
        "title": "Crush vs Traycer",
        "url": "https://www.anchorterminal.com/compare/crush-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-traycer.json",
        "title": "Cursor CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-traycer.json",
        "title": "DeepSeek Harness (dsh) vs Traycer",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-traycer.json",
        "title": "dsh-superagent (DeepSeek) vs Traycer",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-traycer.json",
        "title": "Devin vs Traycer",
        "url": "https://www.anchorterminal.com/compare/devin-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-traycer.json",
        "title": "Droid CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-traycer.json",
        "title": "Pi vs Traycer",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/emdash-vs-traycer.json",
        "title": "Emdash vs Traycer",
        "url": "https://www.anchorterminal.com/compare/emdash-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-traycer.json",
        "title": "Gemini CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-traycer.json",
        "title": "GitHub Copilot CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-traycer.json",
        "title": "goose vs Traycer",
        "url": "https://www.anchorterminal.com/compare/goose-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness2-vs-traycer.json",
        "title": "Harness² vs Traycer",
        "url": "https://www.anchorterminal.com/compare/harness2-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-traycer.json",
        "title": "HarnessRouter vs Traycer",
        "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-traycer.json",
        "title": "Jules vs Traycer",
        "url": "https://www.anchorterminal.com/compare/jules-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/junie-vs-traycer.json",
        "title": "Junie CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/junie-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-traycer.json",
        "title": "Kilo Code CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-traycer.json",
        "title": "Kimi Code CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-traycer.json",
        "title": "Kiro CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/letta-vs-traycer.json",
        "title": "Letta vs Traycer",
        "url": "https://www.anchorterminal.com/compare/letta-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-traycer.json",
        "title": "mini-swe-agent vs Traycer",
        "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-traycer.json",
        "title": "MiniMax Code vs Traycer",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-traycer.json",
        "title": "Mistral Vibe CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-traycer.json",
        "title": "Muse Code vs Traycer",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-agents-api-vs-traycer.json",
        "title": "OpenAI Agents API vs Traycer",
        "url": "https://www.anchorterminal.com/compare/openai-agents-api-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-codex-vs-traycer.json",
        "title": "OpenAI Codex vs Traycer",
        "url": "https://www.anchorterminal.com/compare/openai-codex-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/opencode-vs-traycer.json",
        "title": "OpenCode vs Traycer",
        "url": "https://www.anchorterminal.com/compare/opencode-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openhands-vs-traycer.json",
        "title": "OpenHands vs Traycer",
        "url": "https://www.anchorterminal.com/compare/openhands-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/orca-vs-traycer.json",
        "title": "Orca vs Traycer",
        "url": "https://www.anchorterminal.com/compare/orca-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paseo-vs-traycer.json",
        "title": "Paseo vs Traycer",
        "url": "https://www.anchorterminal.com/compare/paseo-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/prime-agent-vs-traycer.json",
        "title": "Prime Agent vs Traycer",
        "url": "https://www.anchorterminal.com/compare/prime-agent-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-traycer.json",
        "title": "Qoder CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qwen-code-vs-traycer.json",
        "title": "Qwen Code vs Traycer",
        "url": "https://www.anchorterminal.com/compare/qwen-code-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/reflection-mirror-vs-traycer.json",
        "title": "Mirror CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-traycer.json",
        "title": "Rovo Dev CLI vs Traycer",
        "url": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/sculptor-vs-traycer.json",
        "title": "Sculptor vs Traycer",
        "url": "https://www.anchorterminal.com/compare/sculptor-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/t3-code-vs-traycer.json",
        "title": "T3 Code vs Traycer",
        "url": "https://www.anchorterminal.com/compare/t3-code-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/traycer-vs-unstoppable.json",
        "title": "Traycer vs Unstoppable",
        "url": "https://www.anchorterminal.com/compare/traycer-vs-unstoppable"
      },
      {
        "json": "https://www.anchorterminal.com/compare/traycer-vs-verdent.json",
        "title": "Traycer vs Verdent",
        "url": "https://www.anchorterminal.com/compare/traycer-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/traycer-vs-vibe-trading.json",
        "title": "Traycer vs Vibe-Trading",
        "url": "https://www.anchorterminal.com/compare/traycer-vs-vibe-trading"
      },
      {
        "json": "https://www.anchorterminal.com/compare/traycer-vs-warp.json",
        "title": "Traycer vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/traycer-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/clawboo-vs-traycer.json",
        "title": "Clawboo vs Traycer",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cli-manager-vs-traycer.json",
        "title": "CLI Manager vs Traycer",
        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-traycer.json",
        "title": "Harness vs Traycer",
        "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openmausbot-vs-traycer.json",
        "title": "OpenMausBot vs Traycer",
        "url": "https://www.anchorterminal.com/compare/openmausbot-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paperclip-vs-traycer.json",
        "title": "Paperclip vs Traycer",
        "url": "https://www.anchorterminal.com/compare/paperclip-vs-traycer"
      },
      {
        "json": "https://www.anchorterminal.com/compare/parallax-agents-vs-traycer.json",
        "title": "Parallax vs Traycer",
        "url": "https://www.anchorterminal.com/compare/parallax-agents-vs-traycer"
      }
    ],
    "panel": null,
    "scores": [
      {
        "agent-zero": 57,
        "by": 8,
        "edge": "traycer",
        "key": "reliability",
        "name": "Reliability",
        "traycer": 65,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "agent-zero": 64,
        "by": 1,
        "edge": "traycer",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "traycer": 65,
        "weight": 13
      },
      {
        "agent-zero": 62,
        "by": 3,
        "edge": "traycer",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "traycer": 65,
        "weight": 13
      },
      {
        "agent-zero": 54,
        "by": 12,
        "edge": "agent-zero",
        "key": "security",
        "name": "Security \u0026 auth",
        "traycer": 42,
        "weight": 14
      },
      {
        "agent-zero": 60,
        "by": 30,
        "edge": "agent-zero",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "traycer": 30,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "agent-zero": 75,
        "by": 0,
        "edge": "",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "traycer": 75,
        "weight": 7
      },
      {
        "agent-zero": 64,
        "by": 4,
        "edge": "agent-zero",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "traycer": 60,
        "weight": 7
      }
    ],
    "summary": "Traycer scores 57 (C) on agent readiness against Agent Zero's 46 (D), and leads in 3 of 7 scored categories. Agent Zero leads on security \u0026 auth and payments \u0026 pricing. Both do agent harnesses.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "agent-zero": "Self-hosted under the MIT licence, with seven releases from 12 August to 1 November 2026 and breaking changes listed in minor-release notes. The agent runs shell commands in its container with no approval step, the web interface has no login by default, and eight CVEs from the past year were published by third parties with no vendor advisory.",
      "traycer": "An open-source app for running several coding agents together with shared context, agent-to-agent messaging and team boards, on every desktop OS. Privacy Mode is opt-in for individuals, and the README says Sentry and PostHog may be on in release builds."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/agent-zero-vs-traycer",
    "json": "https://www.anchorterminal.com/compare/agent-zero-vs-traycer.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/agent-zero-vs-traycer.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/agent-zero-vs-traycer.min.md"
  },
  "markdown": "Traycer scores 57 (C) on agent readiness against Agent Zero's 46 (D), and leads in 3 of 7 scored categories. Agent Zero leads on security \u0026 auth and payments \u0026 pricing. Both do agent harnesses.\n\n- Agent Zero: grade D, 46/100, rank #1184 of 1510. Markdown https://www.anchorterminal.com/tools/agent-zero.md · JSON https://www.anchorterminal.com/api/v1/tools/agent-zero.json\n- Traycer: grade C, 57/100, rank #816 of 1510. Markdown https://www.anchorterminal.com/tools/traycer.md · JSON https://www.anchorterminal.com/api/v1/tools/traycer.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 1500 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### Agent Zero (D)\n\nGood for: A technical owner who wants an agent with its own Linux machine, reachable from Telegram, WhatsApp or email, with scheduled tasks and editable memory.\n\nAhead on:\n- Security \u0026 auth, 54 against 42\n- Payments \u0026 pricing, 60 against 30\n\nWatch for: No approval step before shell commands, file changes or outgoing messages. Tool Access defaults to allow\n\n### Traycer (C)\n\nGood for: Teams who want several coding agents working together with shared context and boards.\n\nAhead on:\n- Reliability, 65 against 57\n\nAlso in its favour:\n- No incidents deducted, where Agent Zero loses 15 points for them\n\nWatch for: Privacy Mode is opt-in for individuals; with it off, prompts may be logged\n\n\n## Why the edge\n\n### Payments \u0026 pricing: Agent Zero +30\n\n- Agent Zero (60): Read with the self-hosted rule. No payment protocol in the source (0). Free under MIT with nothing to buy for the software, so 20, 20 and 20 on the last three lines. It starts with one Docker command and no account. Model usage is billed by whichever provider the owner configures, or costs nothing with a local model. The vendor's site also describes a beta LLM API whose daily quota depends on staking its A0T token. That is separate from the software and not scored.\n- Traycer (30): Scored on the paid option, Traycer's own inference subscription, whose price wasn't read (0 of 20). No protocol (0). Bring-your-own-agent use is free (20). Accounts for sync and teams weren't checked, half (10). 0 + 0 + 20 + 10 = 30.\n\n### Security \u0026 auth: Agent Zero +12\n\n- Agent Zero (54): Harness reading of the framework checklist, the one the Goose calibration dossier uses. 30 for what leaves the machine by default, 20 for approvals and sandboxing, 15 for prompt-injection posture, 15 for audit and 20 for the security programme. No usage telemetry was found in the source. An update check, on by default, posts the version and a 20-character SHA-256 hash of a random per-install id to api.agent-zero.ai. The Update Checker settings page says only that ID and the version are sent and has an off switch. Something still leaves the machine by default, so the partial is kept (22). The agent works inside a Docker container built on Kali Linux and runs as root there. Tool Access can block tools by project or profile and defaults to allow, host access through the A0 CLI is scoped by read, write and execute permissions, and no approval step was found before a shell command, a file deletion or an outgoing message. The web interface has no login until a username is set (10). Infection Check audits the agent's reasoning with a second model before each tool call and ships disabled. Scanners check plugins, skills and MCP servers before install. The channel allow-lists accept every sender when empty, and the email filter matches the claimed From address only, which the plugin README states (7). Chat logs, visible tool steps and Time Travel snapshots, with no per-call audit log. Per-process log files were removed in v2.5 (9). No SECURITY.md on 4 November, security.txt answered 404 on 12 October, and none of the eight CVEs published from 17 March to 22 October 2026 came from the vendor (VulDB, VulnCheck, MITRE and CISA assigned them). A security-review ledger in the repository records two findings, and the v2.12 notes name both fixes (6, a partial kept).\n- Traycer (42): Harness reading. Code is processed in memory and not used for training, but Privacy Mode is opt-in for individuals, prompts may be logged with it off, and Sentry and PostHog 'may be enabled in release builds' (10 of 30). No approval model described in the README (8 of 20). No prompt-injection guidance (5). No audit log found (5). SECURITY.md, CodeQL, Scorecard and secret scanning (14 of 20). 10 + 8 + 5 + 5 + 14 = 42.\n\n### Reliability: Traycer +8\n\n- Agent Zero (57): Read with the local-software lines, as software the owner runs. Installs from the `agent0ai/agent-zero` Docker image, an install script, or a desktop Launcher with builds for macOS, Linux and Windows on x86 and ARM64. The README says it runs wherever Docker runs. The image registry page was not read (17 of 20). The repository holds 245 files under tests/ on 4 November, and its only two workflows still publish Docker images and close inactive issues. The publish workflow runs no tests, so no public CI run shows them passing (5 of 25, a partial kept). 139 open issues and pull requests on 12 October 2026, per that check (GitHub's pages and API weren't read on 4 November). Open reports from September include a crash of `run_ui` after a failed memory consolidation (#1909), a browser worker that hangs the agent turn (#1923) and truncated backups (#1904), each with no reply or one, and a workflow closes anything inactive for 90 days (11 of 25). Release notes for v2.11, v2.12 and v2.13 carry a Breaking Changes section, but breaking changes ship in minor versions, so the numbering is not semver (9 of 15). v2.15, past 1.0 (15).\n- Traycer (65): Local software. Builds for macOS, Linux and Windows, and package-manager publishing workflows (20). test.yml, CodeQL, OpenSSF Scorecard and secret scanning run on the repository; pass state not read (15). GitHub issues and pull requests weren't read (GitHub's pages refuse these sessions), so that line is scored absent (0). CHANGELOG.md (15). Host 1.5.3 (15). 20 + 15 + 0 + 15 + 15 = 65.\n\n## Score by category\n\n| Category | Weight | Agent Zero | Traycer | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 57 | 65 | Traycer +8 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 64 | 65 | Traycer +1 |\n| Agent ergonomics | 13% (16.2 this run) | 62 | 65 | Traycer +3 |\n| Security \u0026 auth | 14% (17.5 this run) | 54 | 42 | Agent Zero +12 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 30 | Agent Zero +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 75 | 75 | even |\n| Transparency \u0026 trust | 7% (8.8 this run) | 64 | 60 | Agent Zero +4 |\n| Negative events | ≤15 | -15 | 0 | |\n| **Total** | | **46 · D** | **57 · C** | |\n\n## Facts side by side\n\n| Fact | Agent Zero | Traycer |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Agent Zero, s.r.o. | Traycer AI |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | None | None |\n| Pricing | Free | Free |\n| x402 | no | no |\n| Licence | MIT | MIT |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| Last release | 2026-11-01 | 2026-11-06 |\n| Terms last updated | no document linked | no document linked |\n| Privacy policy last updated | no document linked | no document linked |\n| Popularity | 19k stars | none |\n\n## How the scores have moved\n\n### Agent Zero\n\n- -8.6 on 4 November 2026 (C to D): correction\n- +0.3 on 28 October 2026: new evidence\n- +0.1 on 27 October 2026: checklist\n\n### Traycer\n\nNo score change since it was listed.\n\n## Verdicts\n\n**Agent Zero.** Self-hosted under the MIT licence, with seven releases from 12 August to 1 November 2026 and breaking changes listed in minor-release notes. The agent runs shell commands in its container with no approval step, the web interface has no login by default, and eight CVEs from the past year were published by third parties with no vendor advisory.\n\n**Traycer.** An open-source app for running several coding agents together with shared context, agent-to-agent messaging and team boards, on every desktop OS. Privacy Mode is opt-in for individuals, and the README says Sentry and PostHog may be on in release builds.\n\n## Before you call either\n\n### Agent Zero\n\n1. Set a UI login and password in Settings before publishing the port or opening a tunnel. The default has none\n2. Fill `allowed_users`, `allowed_numbers` or `sender_whitelist` before enabling a channel. An empty list accepts every sender\n3. Enable the Infection Check plugin when the agent reads mail, web pages or MCP results. It ships disabled\n4. Run v2.12 or later. It fixes a Telegram webhook authentication bypass and a WhatsApp media path traversal\n5. Call `POST /api_message` with the `X-API-KEY` header. The token changes when the UI login or password changes\n\n### Traycer\n\n1. Turn on Privacy Mode if you're an individual user and don't want prompts logged\n2. CLI agents you configure send requests straight to their provider; Traycer's own inference goes through Traycer\n\n## Questions\n\n### Which is better for AI agents, Agent Zero or Traycer?\n\nTraycer scores 57 (C) on agent readiness against Agent Zero's 46 (D), and leads in 3 of 7 scored categories. Agent Zero leads on security \u0026 auth and payments \u0026 pricing.\n\n### Are Agent Zero and Traycer open source?\n\nYes. Agent Zero is open source (MIT). Traycer is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/agent-zero-vs-traycer.json, and with the fewest tokens: https://www.anchorterminal.com/compare/agent-zero-vs-traycer.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"agent-zero\", \"b\": \"traycer\"}`. From a terminal: `anchor compare agent-zero traycer`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/agent-zero.json and https://www.anchorterminal.com/api/v1/tools/traycer.json\n\n## Other comparisons with Agent Zero or Traycer\n\n- [Agent Zero vs Aider](https://www.anchorterminal.com/compare/agent-zero-vs-aider.md)\n- [Agent Zero vs Amp](https://www.anchorterminal.com/compare/agent-zero-vs-amp.md)\n- [Agent Zero vs Antigravity CLI](https://www.anchorterminal.com/compare/agent-zero-vs-antigravity-cli.md)\n- [Agent Zero vs Auggie CLI](https://www.anchorterminal.com/compare/agent-zero-vs-auggie.md)\n- [Agent Zero vs AXLR](https://www.anchorterminal.com/compare/agent-zero-vs-axlr.md)\n- [Agent Zero vs Claude Code](https://www.anchorterminal.com/compare/agent-zero-vs-claude-code.md)\n- [Agent Zero vs Cline](https://www.anchorterminal.com/compare/agent-zero-vs-cline.md)\n- [Agent Zero vs Conductor](https://www.anchorterminal.com/compare/agent-zero-vs-conductor.md)\n- [Agent Zero vs Crush](https://www.anchorterminal.com/compare/agent-zero-vs-crush.md)\n- [Agent Zero vs Cursor CLI](https://www.anchorterminal.com/compare/agent-zero-vs-cursor-cli.md)\n- [Agent Zero vs DeepSeek Harness (dsh)](https://www.anchorterminal.com/compare/agent-zero-vs-deepseek-harness.md)\n- [Agent Zero vs dsh-superagent (DeepSeek)](https://www.anchorterminal.com/compare/agent-zero-vs-deepseek-superagent.md)\n- [Agent Zero vs Devin](https://www.anchorterminal.com/compare/agent-zero-vs-devin.md)\n- [Agent Zero vs Droid CLI](https://www.anchorterminal.com/compare/agent-zero-vs-droid-cli.md)\n- [Agent Zero vs Pi](https://www.anchorterminal.com/compare/agent-zero-vs-earendil-pi.md)\n- [Agent Zero vs Emdash](https://www.anchorterminal.com/compare/agent-zero-vs-emdash.md)\n- [Agent Zero vs Gemini CLI](https://www.anchorterminal.com/compare/agent-zero-vs-gemini-cli.md)\n- [Agent Zero vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/agent-zero-vs-github-copilot-cli.md)\n- [Agent Zero vs goose](https://www.anchorterminal.com/compare/agent-zero-vs-goose.md)\n- [Agent Zero vs Harness²](https://www.anchorterminal.com/compare/agent-zero-vs-harness2.md)\n- [Agent Zero vs HarnessRouter](https://www.anchorterminal.com/compare/agent-zero-vs-harnessrouter.md)\n- [Agent Zero vs Jules](https://www.anchorterminal.com/compare/agent-zero-vs-jules.md)\n- [Agent Zero vs Junie CLI](https://www.anchorterminal.com/compare/agent-zero-vs-junie.md)\n- [Agent Zero vs Kilo Code CLI](https://www.anchorterminal.com/compare/agent-zero-vs-kilo-code-cli.md)\n- [Agent Zero vs Kimi Code CLI](https://www.anchorterminal.com/compare/agent-zero-vs-kimi-code-cli.md)\n- [Agent Zero vs Kiro CLI](https://www.anchorterminal.com/compare/agent-zero-vs-kiro-cli.md)\n- [Agent Zero vs Letta](https://www.anchorterminal.com/compare/agent-zero-vs-letta.md)\n- [Agent Zero vs mini-swe-agent](https://www.anchorterminal.com/compare/agent-zero-vs-mini-swe-agent.md)\n- [Agent Zero vs MiniMax Code](https://www.anchorterminal.com/compare/agent-zero-vs-minimax-code.md)\n- [Agent Zero vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/agent-zero-vs-mistral-vibe-cli.md)\n- [Agent Zero vs Muse Code](https://www.anchorterminal.com/compare/agent-zero-vs-muse-code.md)\n- [Agent Zero vs OpenAI Agents API](https://www.anchorterminal.com/compare/agent-zero-vs-openai-agents-api.md)\n- [Agent Zero vs OpenAI Codex](https://www.anchorterminal.com/compare/agent-zero-vs-openai-codex.md)\n- [Agent Zero vs OpenCode](https://www.anchorterminal.com/compare/agent-zero-vs-opencode.md)\n- [Agent Zero vs OpenHands](https://www.anchorterminal.com/compare/agent-zero-vs-openhands.md)\n- [Agent Zero vs OpenMausBot](https://www.anchorterminal.com/compare/agent-zero-vs-openmausbot.md)\n- [Agent Zero vs Orca](https://www.anchorterminal.com/compare/agent-zero-vs-orca.md)\n- [Agent Zero vs Paseo](https://www.anchorterminal.com/compare/agent-zero-vs-paseo.md)\n- [Agent Zero vs Prime Agent](https://www.anchorterminal.com/compare/agent-zero-vs-prime-agent.md)\n- [Agent Zero vs Qoder CLI](https://www.anchorterminal.com/compare/agent-zero-vs-qoder-cli.md)\n- [Agent Zero vs Qwen Code](https://www.anchorterminal.com/compare/agent-zero-vs-qwen-code.md)\n- [Agent Zero vs Mirror CLI](https://www.anchorterminal.com/compare/agent-zero-vs-reflection-mirror.md)\n- [Agent Zero vs Rovo Dev CLI](https://www.anchorterminal.com/compare/agent-zero-vs-rovo-dev-cli.md)\n- [Agent Zero vs Sculptor](https://www.anchorterminal.com/compare/agent-zero-vs-sculptor.md)\n- [Agent Zero vs T3 Code](https://www.anchorterminal.com/compare/agent-zero-vs-t3-code.md)\n- [Agent Zero vs Unstoppable](https://www.anchorterminal.com/compare/agent-zero-vs-unstoppable.md)\n- [Agent Zero vs Verdent](https://www.anchorterminal.com/compare/agent-zero-vs-verdent.md)\n- [Agent Zero vs Vibe-Trading](https://www.anchorterminal.com/compare/agent-zero-vs-vibe-trading.md)\n- [Agent Zero vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/agent-zero-vs-warp.md)\n- [Aider vs Traycer](https://www.anchorterminal.com/compare/aider-vs-traycer.md)\n- [Amp vs Traycer](https://www.anchorterminal.com/compare/amp-vs-traycer.md)\n- [Antigravity CLI vs Traycer](https://www.anchorterminal.com/compare/antigravity-cli-vs-traycer.md)\n- [Auggie CLI vs Traycer](https://www.anchorterminal.com/compare/auggie-vs-traycer.md)\n- [AXLR vs Traycer](https://www.anchorterminal.com/compare/axlr-vs-traycer.md)\n- [Claude Code vs Traycer](https://www.anchorterminal.com/compare/claude-code-vs-traycer.md)\n- [Cline vs Traycer](https://www.anchorterminal.com/compare/cline-vs-traycer.md)\n- [Conductor vs Traycer](https://www.anchorterminal.com/compare/conductor-vs-traycer.md)\n- [Crush vs Traycer](https://www.anchorterminal.com/compare/crush-vs-traycer.md)\n- [Cursor CLI vs Traycer](https://www.anchorterminal.com/compare/cursor-cli-vs-traycer.md)\n- [DeepSeek Harness (dsh) vs 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Traycer](https://www.anchorterminal.com/compare/harnessrouter-vs-traycer.md)\n- [Jules vs Traycer](https://www.anchorterminal.com/compare/jules-vs-traycer.md)\n- [Junie CLI vs Traycer](https://www.anchorterminal.com/compare/junie-vs-traycer.md)\n- [Kilo Code CLI vs Traycer](https://www.anchorterminal.com/compare/kilo-code-cli-vs-traycer.md)\n- [Kimi Code CLI vs Traycer](https://www.anchorterminal.com/compare/kimi-code-cli-vs-traycer.md)\n- [Kiro CLI vs Traycer](https://www.anchorterminal.com/compare/kiro-cli-vs-traycer.md)\n- [Letta vs Traycer](https://www.anchorterminal.com/compare/letta-vs-traycer.md)\n- [mini-swe-agent vs Traycer](https://www.anchorterminal.com/compare/mini-swe-agent-vs-traycer.md)\n- [MiniMax Code vs Traycer](https://www.anchorterminal.com/compare/minimax-code-vs-traycer.md)\n- [Mistral Vibe CLI vs Traycer](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-traycer.md)\n- [Muse Code vs 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