{
  "data": {
    "a": {
      "slug": "mistral-vibe-cli",
      "name": "Mistral Vibe CLI",
      "vendor": "Mistral AI",
      "vendorUrl": "https://docs.mistral.ai/vibe/code/cli/install-setup",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Mistral AI's open-source terminal coding agent. It runs Mistral's hosted models or any OpenAI-compatible endpoint, headless with `vibe -p` and in editors through `vibe-acp`. This listing covers the CLI, not Mistral's Vibe chat app.",
      "url": "https://www.anchorterminal.com/tools/mistral-vibe-cli",
      "markdownUrl": "https://www.anchorterminal.com/tools/mistral-vibe-cli.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/mistral-vibe-cli.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/mistral-vibe-cli.json",
      "dns": "mistral-vibe-cli.grade.anchorterminal.com",
      "repo": "https://github.com/mistralai/mistral-vibe",
      "license": "Apache-2.0",
      "transports": [],
      "packages": [
        {
          "registry": "pypi",
          "name": "mistral-vibe"
        }
      ],
      "auth": "mixed",
      "authNotes": "Browser sign-in with a Mistral account, or a Mistral API key in `MISTRAL_API_KEY` or `~/.vibe/.env`, created under Code, Vibe CLI in the Mistral console. The same key works on the Free plan, a paid plan or pay-as-you-go. A local OpenAI-compatible server needs no Mistral account. MCP servers take static headers or OAuth.",
      "pricing": "freemium",
      "pricingNotes": "The CLI is free under Apache-2.0. Hosted models come with a Mistral plan or an API key. Free has limited coding sessions, Pro is $14.99 a month and Team $24.99 a user a month, Enterprise by quote, with pay-as-you-go at API rates past a plan's limit. The default model, Mistral Medium 3.5, is $1.5 per million input tokens and $7.5 per million output tokens on the API. A local model costs nothing (checked 2026-10-18).",
      "priceSummary": "Freemium",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the README, the CLI docs or the source (checked 2026-10-18).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 5100,
        "npmWeekly": null,
        "pypiWeekly": 331757,
        "asOf": "2026-10-18"
      },
      "docsUrl": "https://docs.mistral.ai/vibe/code/cli/install-setup",
      "llmsTxt": "https://docs.mistral.ai/llms.txt",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "cli",
        "open-source",
        "python",
        "mcp",
        "acp",
        "llms-txt",
        "telemetry-default-on",
        "no-sandbox",
        "subagents",
        "hooks",
        "freemium",
        "no-card",
        "local"
      ],
      "lastRelease": "2026-10-30",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 58.4,
        "grade": "C",
        "agentReady": false,
        "rank": 750,
        "ranked": true,
        "rankOf": 1510,
        "categoryRank": 21,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 84,
          "maintenance": 73,
          "payments": 60,
          "reliability": 69,
          "schema": 85,
          "security": 58,
          "transparency": 81
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-02"
        },
        "negative": -14,
        "negativeNotes": [
          "2026-09-12. CVE-2026-87983 to CVE-2026-87988 (advisory MAI-2026-003, severity High, published 14 September 2026). Crafted shell commands could run without the approval prompt, reading or writing files outside the workspace or running code, and injected instructions could trigger them. HiddenLayer published the CVEs on 11 September and Mistral released 2.25.4 the next day. Fixed and published inside six months, so 2 points for each high (from 14 November each is a fixed High over two months old at 1, which still makes -6), as nanobot's and zeroclaw's fixed advisories were weighed. Six highs come to 12, held at the -6 cap for fixed and published advisories that claude-code and the Claude Agent SDK listing use (research/new/NOTES-harnesses-H1.md, negative events). Paperclip's -10 adds -5 for its group of ten fixed advisories and separate lines for advisories with no patched version, which doesn't apply here (https://docs.mistral.ai/resources/security-advisories/MAI-2026-003). -6",
          "2026-10-18. The offline guide says that with `enable_telemetry = false` and `enable_auto_update = false` the CLI contacts no external service, and the configuration reference describes `enable_auto_update` as installing releases in the background. The 2.26.1 source defines that key but nothing reads it, and the configuration reference now says it has no effect. Update checks follow `enable_update_checks`, which stays on, and the README says interactive sessions then query PyPI or uv once a day. We followed ironclaw's precedent, not zeroclaw's, because this is the vendor's documentation contradicting the shipped release on what leaves the machine, where zeroclaw's was a site-versus-docs mismatch. The safety page's line that `-p` falls back to `auto-approve` is also wrong, but it errs towards caution, so it stays a weakness with no deduction. A misleading claim, at the minimum, -2 (https://docs.mistral.ai/vibe/code/cli/offline-models; https://docs.mistral.ai/vibe/code/cli/configuration-reference; https://github.com/mistralai/mistral-vibe#update-settings). -2 On 2 November the offline guide, the configuration reference and the safety page agree with the source (`enable_update_checks`, and `-p` runs the default agent and denies calls needing approval). Corrected after our check with no note of the change, so the -2 is kept for the 12-month window, as supermemory's corrected claim was.",
          "2026-10-26. Patch releases 3.0.3 (26 October) and 3.0.4 (30 October) ship changes the changelog marks breaking for existing users. `auto_compact_threshold = 0` becomes a config error, the `compaction_thinking` setting is removed, a reply without token usage fails the turn so third-party model servers must support `stream_options.include_usage`, invalid or partial shell timeout settings are refused, and 3.0.4 stops loading custom Python tools and removes `tool_paths`. No pre-release or dated notice for the 3.0.3 breaks was found. 3.x, so the 0.x exemption doesn't reach them, and repeats fold into one term (https://github.com/mistralai/mistral-vibe/blob/main/CHANGELOG.md). -3",
          "2026-10-19. Released fixes of described flaws with no advisory. 3.0.0 says that on Windows the shell tools no longer auto-approve commands that hide part of the command from the approval check with a mid-word `#`, an escaped quote or PowerShell quoting, and 3.0.3 says creating a worktree no longer runs file filters from the repository's own Git configuration before the folder is trusted, and that automatic project context no longer runs repository-configured signature verification programs. Mistral's advisories page lists nothing after MAI-2026-003 (14 September) and OSV has no record for mistral-vibe. Release prose isn't an advisory, so one term (https://docs.mistral.ai/resources/security-advisories). -3"
        ],
        "verdict": "Apache-2.0 with releases most weeks, and headless runs capped by turns, tokens, price and wall time, with typed exit codes and an export file. File edits are auto-approved by default, the host has no sandbox, telemetry is on by default, and patch releases 3.0.3 and 3.0.4 shipped marked breaking changes.",
        "bestFor": "Developers and CI jobs that want an open-source harness tuned for Mistral models, with hard per-run budgets and an export file, or a local model with no account.",
        "strengths": [
          "Apache-2.0, on PyPI and Homebrew at 3.0.4, with 21 release tags from 4 August to 30 October 2026",
          "`vibe -p` stops on `--max-turns`, `--max-tokens`, `--max-price` or `--time-limit`, with exit codes 0 to 4 and an `export.json` naming the outcome",
          "Runs against any OpenAI-compatible endpoint, with a llama.cpp provider on 127.0.0.1:8080 in the defaults and a documented offline set-up",
          "Project `.vibe/` config, hooks, MCP servers and `AGENTS.md` load only from trusted folders, and `-p` runs never trust a folder without `--trust`",
          "`vibe config schema` prints a JSON schema of every setting, and `strict_config` refuses unknown keys"
        ],
        "weaknesses": [
          "The default agent auto-approves file edits, and there's no sandbox on the host. Isolation needs the experimental `--agent-socket` server or a container",
          "Six high-severity shell-permission bypasses (CVE-2026-87983 to CVE-2026-87988) were fixed in 2.25.4 on 12 September 2026, and later approval and Git-config fixes came with no advisory",
          "Patch releases 3.0.3 and 3.0.4 changed config, model-server and custom-tool behaviour the changelog marks as breaking",
          "Telemetry is on by default, and the server-side experiments it enables can switch the default agent to the `smart-approve` classifier",
          "The repository takes no outside contributions, and its history is squashed release commits"
        ],
        "agentNotes": [
          "Pass `--agent` on every `-p` run (`plan` is read-only). The default is `accept-edits`, and an experiment can switch it to `smart-approve`",
          "Add `--max-turns`, `--max-tokens`, `--max-price` and `--time-limit`, and read `outcome` in the `export.json` that `--output-dir` writes. Exit 3 means a limit or a refusal",
          "Run in a container or behind `--agent-socket` before using `--auto-approve`, and set `outside_workdir = \"deny\"` to refuse paths outside the working directory",
          "For offline runs set `enable_telemetry = false` and `enable_update_checks = false` in `config.toml`",
          "Pin a version and read the changelog before upgrading, since patch releases can carry marked breaking changes; serve token usage from third-party model servers (`stream_options.include_usage`)"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3.3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 58.4
          }
        ],
        "editorialScores": {
          "ergonomics": 84,
          "maintenance": 73,
          "payments": 60,
          "reliability": 69,
          "schema": 85,
          "security": 58,
          "transparency": 70
        },
        "provenanceScore": 91,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-02",
            "maintenance": "2026-11-02",
            "payments": "2026-11-02",
            "reliability": "2026-11-02",
            "schema": "2026-11-02",
            "security": "2026-11-02",
            "transparency": "2026-11-02"
          },
          "last": "2026-11-02",
          "lastMoved": "2026-11-02",
          "oldest": "2026-11-02",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "uv tool install mistral-vibe   # or: curl -LsSf https://mistral.ai/vibe/install.sh | bash",
        "headless": {
          "command": "vibe --prompt-file task.md --agent accept-edits --output json --max-turns 30 --max-price 1.0 --time-limit 1800 --output-dir out/",
          "env": {
            "MISTRAL_API_KEY": "\u003ckey\u003e"
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/mistral-vibe-cli"
      },
      "sameCompany": [
        "mistral-api",
        "mistral-embeddings",
        "mistral-moderation",
        "mistral-voxtral-transcribe",
        "voxtral-mini-4b-realtime-2602",
        "mistral-ocr",
        "mistral-large-4"
      ],
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Mistral AI (RCS Paris 952 418 325)",
        "domain": "mistral.ai",
        "domainRegistered": "2019-05-15",
        "endpointOnVendorDomain": null,
        "terms": "https://legal.mistral.ai/terms/commercial-terms-of-service",
        "privacy": "https://legal.mistral.ai/terms/privacy-policy",
        "statusPage": "https://status.mistral.ai",
        "changelog": "https://github.com/mistralai/mistral-vibe/blob/main/CHANGELOG.md",
        "securityTxt": "valid",
        "checked": "2026-11-02",
        "notes": [
          "security.txt read on 2026-10-18, a Mistral security contact, Expires 2027-05-05, Policy a HackerOne submission form. SECURITY.md in the repository points to the same contact and programme",
          "Privacy policy effective 3 September 2026 and commercial terms effective 25 September 2026, both read on 2026-10-18. Both name Vibe among the Mistral AI products they cover",
          "The legal entity and domain date are carried from the mistral-api listing's 17 October check",
          "status.mistral.ai covers the hosted API and answers with a Cloudflare bot check, so it wasn't read (2 November, as the other Mistral listings). It doesn't cover the local CLI"
        ],
        "score": 91
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/mistral-vibe-cli.json",
      "live": {
        "slug": "mistral-vibe-cli",
        "vendorStatus": {
          "page": "https://status.mistral.ai",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-11-07T19:22:36.327464553Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "mistralai/mistral-vibe",
            "version": "v3.1.0",
            "released": "2026-11-04",
            "seenAt": "2026-11-06T23:46:31.274882743Z"
          },
          {
            "registry": "pypi",
            "name": "mistral-vibe",
            "version": "3.1.0",
            "released": "2026-11-04",
            "seenAt": "2026-11-06T23:46:31.067374136Z"
          }
        ],
        "githubStars": 5318,
        "pypiWeekly": 537852,
        "securityTxt": {
          "url": "https://mistral.ai/.well-known/security.txt",
          "state": "valid",
          "expires": "2027-05-05T23:59:59.000Z",
          "checkedAt": "2026-11-07T16:00:05.953035328Z"
        },
        "llmsTxt": {
          "url": "https://docs.mistral.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:33:15.385904897Z"
        },
        "domain": {
          "domain": "mistral.ai",
          "registered": "2019-05-15",
          "source": "https://rdap.identitydigital.services/rdap/domain/mistral.ai",
          "checkedAt": "2026-11-01T14:21:43.304217994Z"
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/mistralai/mistral-vibe/main/CHANGELOG.md",
            "kind": "deprecations",
            "status": 304,
            "checkedAt": "2026-11-07T14:21:49.923529798Z",
            "changedAt": "2026-11-04T08:34:10.317029578Z",
            "fingerprint": "5cf56aa860c5"
          }
        ],
        "github": {
          "repo": "mistralai/mistral-vibe",
          "checkedAt": "2026-11-02T09:07:45.565868424Z",
          "stars": 5271,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-10-30T11:03:02Z",
          "openIssues": 245,
          "openPRs": 203,
          "issuesOpened90d": 239,
          "issuesClosed90d": 175,
          "prsMerged90d": 26,
          "ci": {
            "branch": "main",
            "runs": 50,
            "success": 40,
            "failure": 10,
            "other": 0,
            "latest": "success",
            "latestAt": "2026-10-30T11:25:05Z"
          },
          "replies": {
            "sampled": 25,
            "unanswered": 21,
            "medianDays": 0.1
          }
        },
        "updatedAt": "2026-11-07T19:22:36.327464553Z"
      }
    },
    "answer": "Mistral Vibe CLI scores 58.4 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 5 of 7 scored categories.",
    "b": {
      "slug": "sculptor",
      "name": "Sculptor",
      "vendor": "Imbue, Inc.",
      "vendorUrl": "https://imbue.com",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Sculptor is Imbue's open-source desktop app for running coding agents in parallel, each in an isolated copy of your code, with built-in skills for agentic development. It's labelled an experimental research preview.",
      "url": "https://www.anchorterminal.com/tools/sculptor",
      "markdownUrl": "https://www.anchorterminal.com/tools/sculptor.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/sculptor.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/sculptor.json",
      "dns": "sculptor.grade.anchorterminal.com",
      "repo": "https://github.com/imbue-ai/sculptor",
      "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://github.com/imbue-ai/sculptor#readme",
      "capabilities": [
        "agent.harness",
        "agent.multi-agent"
      ],
      "tags": [
        "open-source",
        "mit",
        "desktop-app",
        "new"
      ],
      "lastRelease": "2026-11-06",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 53.1,
        "grade": "D",
        "agentReady": false,
        "rank": 966,
        "ranked": true,
        "rankOf": 1510,
        "categoryRank": 37,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 50,
          "maintenance": 75,
          "payments": 60,
          "reliability": 43,
          "schema": 45,
          "security": 57,
          "transparency": 57
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "low",
          "date": "2026-11-07"
        },
        "negative": 0,
        "verdict": "Imbue's open-source app for parallel coding agents in isolated workspaces, with telemetry off until you choose otherwise. It's an experimental research preview that warns of bugs and drastic changes, Mac and Linux only, with no changelog.",
        "bestFor": "Developers who want parallel coding agents in isolated workspaces and are fine with a research preview.",
        "strengths": [
          "Each workspace is an isolated copy of the code, reviewed and merged back",
          "Analytics, error reporting and session recording default to off, with consent at first run",
          "Built-in skills for agentic development",
          "MIT from Imbue, with CI on pull requests"
        ],
        "weaknesses": [
          "Labelled an experimental research preview that may change drastically",
          "Mac (Apple Silicon) and Linux only",
          "No changelog file",
          "Few outside contributions accepted for now"
        ],
        "agentNotes": [
          "Download from the README's links, connect a repository and create a workspace before prompting",
          "Review the diff before merging a workspace back to main"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "low",
            "grade": "D",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 53.1
          }
        ],
        "editorialScores": {
          "ergonomics": 50,
          "maintenance": 75,
          "payments": 60,
          "reliability": 43,
          "schema": 45,
          "security": 57,
          "transparency": 73
        },
        "provenanceScore": 40,
        "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 Mac (Apple Silicon) or Linux from the README"
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/sculptor"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Imbue, Inc.",
        "domain": "imbue.com",
        "domainRegistered": "",
        "domainNote": "Not looked up: RDAP isn't requested under the 1 November 2026 rules.",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-11-07",
        "notes": [
          "The licence names Imbue, Inc.. The repository is github.com/imbue-ai/sculptor."
        ],
        "score": 40
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/sculptor.json",
      "live": {
        "slug": "sculptor",
        "securityTxt": {
          "url": "https://imbue.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T16:01:32.925074454Z"
        },
        "updatedAt": "2026-11-07T16:01:32.925074454Z"
      }
    },
    "edges": [
      {
        "by": 40,
        "category": "schema",
        "leads": "mistral-vibe-cli",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "Framework reading. A configuration reference with each key's type and default, the `export.json` fields, and the `--agent-socket` JSON-RPC methods with typed params and results in the README, plus ACP. Since 3.0.3 `vibe config schema` prints a JSON schema of every setting, including each built-in tool's; the streaming events still have no published schema (20 of 25). docs.mistral.ai/llms.txt indexes the CLI pages, each with a Markdown twin (10). The safety page says what each agent allows and when to use it, and on 2 November it agrees with the source. `-p` runs the configured `default_agent` and denies calls that need approval, and the offline guide and configuration reference name `enable_update_checks`. The 18 October contradictions and TODO notes are gone (15 of 20). Output formats, agent names, permission values and OpenTelemetry redaction modes are enums, and the config is validated on load (12). Many examples and an exit-code table that maps each code to the outcome names in `export.json` (13). Dated changelog and version tags (15). 20+10+15+12+13+15 = 85.",
          "b": "Harness reading. A README, specs and agent docs in the repository; no API reference (45)."
        },
        "scores": {
          "a": 85,
          "b": 45
        }
      },
      {
        "by": 34,
        "category": "ergonomics",
        "leads": "mistral-vibe-cli",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "Framework reading, adapted to a harness driven by a pipeline. `--enabled-tools` and `--disabled-tools` with globs and regex (in `-p` the first disables everything else), per-tool and per-MCP-tool permissions, and switches for subagents and background processes (20 of 25). `--max-turns`, `--max-tokens`, `--max-price` and `--time-limit`, with text, json and streaming output and an export file with usage and cost (20). Exit codes 0 to 4 with named outcomes, refusals reported with a code, and config problems listed under `warnings` (18). `--resume SESSION_ID` and `--continue`, SIGTERM stops a run so it can be resumed, and model API failures are retried before exit 2 (16). One required input (the prompt), a GitHub Action and the ACP server, but no SDK, and the app-server's JSON-RPC protocol isn't documented for outside use (10). 20+20+18+16+10 = 84.",
          "b": "Harness reading. Workspaces as isolated copies, review and merge back, and built-in skills (50)."
        },
        "scores": {
          "a": 84,
          "b": 50
        }
      },
      {
        "by": 26,
        "category": "reliability",
        "leads": "mistral-vibe-cli",
        "name": "Reliability",
        "reasons": {
          "a": "Local-package reading. PyPI, uv, pip, Homebrew at 3.0.4 and an install script, with Python 3.12 or later stated and UNIX the supported target (20). A public CI workflow on push and pull request to main runs pre-commit, the test suite and a build and install smoke matrix, but GitHub's pages and API were refused in this session, so whether main is passing is unchecked (15 of 25). The 18 October issue counts came from shields.io badges, a third-party copy of GitHub data this run bars, so they are struck. Every release has a Fixed section in the changelog, and how many open issues are crashes or regressions, and how fast they're answered, couldn't be read (10 of 25). The changelog states Keep a Changelog and semver and marks breaking changes, but the hooks rename shipped in minor 2.21.0, patch 2.11.1 changed the `-p` approval default, patch 2.26.1 removed the bundled local model, and patches 3.0.3 and 3.0.4 carry marked config, model and session breaks (9). 3.0.4, classified Production/Stable (15). 20+15+10+9+15 = 69.",
          "b": "Local software. Desktop downloads for Mac (Apple Silicon), Linux and Linux ARM64 (20). checks.yml and a PR gate 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). sculptor-v tags up to v0.49.0, no changelog file (8). 0.x and labelled a research preview (0). 20 + 15 + 0 + 8 + 0 = 43."
        },
        "scores": {
          "a": 69,
          "b": 43
        }
      },
      {
        "by": 24,
        "category": "transparency",
        "leads": "mistral-vibe-cli",
        "name": "Transparency \u0026 trust",
        "reasons": {
          "a": "Apache-2.0, with LICENSE and pyproject in agreement (30). The README sends readers to Mistral's privacy policy (effective 3 September 2026), which names Vibe. The commercial terms (effective 25 September 2026) say no training on customer data unless a product's default or an opt-in allows it, and the pricing page lists model training as opt-out on Free, Pro and Team. The configuration reference calls telemetry anonymous without listing its fields. The offline guide now names `enable_update_checks = false` with `enable_telemetry = false`, as the source reads them (16 of 30; 14 on 18 October, when it named a key the source defines but never reads). Removals are listed in the changelog, deprecated settings are named in the configuration reference and warned about at startup, the agent socket may change without notice, and custom Python tools and the bundled local model were removed in patch releases with warnings (10 of 20). Telemetry is disclosed with an opt-out in the README and the configuration reference, and the README names the server-managed shell-tool rollout, but its fields are only in the source (14 of 20). 30+16+10+14 = 70.",
          "b": "MIT (30). Consent-based telemetry documented in the repository (18 of 30). The README warns of drastic changes during the research preview, with no deprecation policy (5). Opt-in telemetry (20). 30 + 18 + 5 + 20 = 73."
        },
        "scores": {
          "a": 81,
          "b": 57
        }
      }
    ],
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "Mistral AI",
        "b": "Imbue, Inc.",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Apache-2.0",
        "b": "MIT",
        "name": "Licence"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-30",
        "b": "2026-11-06",
        "name": "Last release"
      },
      {
        "a": "2026-09-25",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "2026-09-03",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes, with an opt-out",
        "b": "not read yet",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "not read yet",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "not read yet",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "not read yet",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not read yet",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "5.1k stars, 332k PyPI/wk",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "3.3/5 (4)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Mistral Vibe CLI scores 58.4 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 5 of 7 scored categories.",
        "question": "Which is better for AI agents, Mistral Vibe CLI or Sculptor?"
      },
      {
        "answer": "Yes. Mistral Vibe CLI is open source (Apache-2.0). Sculptor is open source (MIT).",
        "question": "Are Mistral Vibe CLI and Sculptor open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 69 against 43",
          "Schema \u0026 documentation, 85 against 45",
          "Agent ergonomics, 84 against 50",
          "Transparency \u0026 trust, 81 against 57"
        ],
        "also": [
          "Free to start without a card"
        ],
        "goodFor": "Developers and CI jobs that want an open-source harness tuned for Mistral models, with hard per-run budgets and an export file, or a local model with no account.",
        "slug": "mistral-vibe-cli",
        "watchFor": "The default agent auto-approves file edits, and there's no sandbox on the host. Isolation needs the experimental `--agent-socket` server or a container"
      },
      {
        "aheadOn": null,
        "also": [
          "No key needed to call it",
          "No incidents deducted, where Mistral Vibe CLI loses 14 points for them"
        ],
        "goodFor": "Developers who want parallel coding agents in isolated workspaces and are fine with a research preview.",
        "slug": "sculptor",
        "watchFor": "Labelled an experimental research preview that may change drastically"
      }
    ],
    "history": {
      "mistral-vibe-cli": [
        {
          "causes": [
            "product",
            "correction",
            "event"
          ],
          "date": "2026-11-02",
          "delta": -4.6,
          "from": 63,
          "fromGrade": "B",
          "to": 58.4,
          "toGrade": "C"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-27",
          "delta": 0.1,
          "from": 62.9,
          "fromGrade": "B",
          "to": 63,
          "toGrade": "B"
        }
      ],
      "sculptor": null
    },
    "job": {
      "capability": "agent.harness",
      "name": "Agent harnesses"
    },
    "others": [
      {
        "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-sculptor.json",
        "title": "Agent Zero vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-mistral-vibe-cli.json",
        "title": "Aider vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-sculptor.json",
        "title": "Aider vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/aider-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-mistral-vibe-cli.json",
        "title": "Amp vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/amp-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-sculptor.json",
        "title": "Amp vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/amp-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-mistral-vibe-cli.json",
        "title": "Antigravity CLI vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-sculptor.json",
        "title": "Antigravity CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-mistral-vibe-cli.json",
        "title": "Auggie CLI vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-sculptor.json",
        "title": "Auggie CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-mistral-vibe-cli.json",
        "title": "AXLR vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-sculptor.json",
        "title": "AXLR vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-mistral-vibe-cli.json",
        "title": "Claude Code vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-sculptor.json",
        "title": "Claude Code vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-mistral-vibe-cli.json",
        "title": "Cline vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/cline-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-sculptor.json",
        "title": "Cline vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/cline-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/conductor-vs-mistral-vibe-cli.json",
        "title": "Conductor vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/conductor-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/conductor-vs-sculptor.json",
        "title": "Conductor vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/conductor-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-mistral-vibe-cli.json",
        "title": "Crush vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/crush-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-sculptor.json",
        "title": "Crush vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/crush-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-mistral-vibe-cli.json",
        "title": "Cursor CLI vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-sculptor.json",
        "title": "Cursor CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-mistral-vibe-cli.json",
        "title": "DeepSeek Harness (dsh) vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-sculptor.json",
        "title": "DeepSeek Harness (dsh) vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-mistral-vibe-cli.json",
        "title": "dsh-superagent (DeepSeek) vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-sculptor.json",
        "title": "dsh-superagent (DeepSeek) vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-mistral-vibe-cli.json",
        "title": "Devin vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-sculptor.json",
        "title": "Devin vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/devin-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-mistral-vibe-cli.json",
        "title": "Droid CLI vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-sculptor.json",
        "title": "Droid CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-mistral-vibe-cli.json",
        "title": "Pi vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-sculptor.json",
        "title": "Pi vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/emdash-vs-mistral-vibe-cli.json",
        "title": "Emdash vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/emdash-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/emdash-vs-sculptor.json",
        "title": "Emdash vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/emdash-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-mistral-vibe-cli.json",
        "title": "Gemini CLI vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-sculptor.json",
        "title": "Gemini CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-mistral-vibe-cli.json",
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        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-sculptor.json",
        "title": "GitHub Copilot CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-mistral-vibe-cli.json",
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        "url": "https://www.anchorterminal.com/compare/goose-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-sculptor.json",
        "title": "goose vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/goose-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness2-vs-mistral-vibe-cli.json",
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        "url": "https://www.anchorterminal.com/compare/harness2-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness2-vs-sculptor.json",
        "title": "Harness² vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/harness2-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-mistral-vibe-cli.json",
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        "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-sculptor.json",
        "title": "HarnessRouter vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-mistral-vibe-cli.json",
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        "url": "https://www.anchorterminal.com/compare/jules-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-sculptor.json",
        "title": "Jules vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/jules-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/junie-vs-mistral-vibe-cli.json",
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        "url": "https://www.anchorterminal.com/compare/junie-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/junie-vs-sculptor.json",
        "title": "Junie CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/junie-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-mistral-vibe-cli.json",
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        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-sculptor.json",
        "title": "Kilo Code CLI vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-mistral-vibe-cli.json",
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        "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-sculptor.json",
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        "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-mistral-vibe-cli.json",
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        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-sculptor.json",
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        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/letta-vs-mistral-vibe-cli.json",
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        "url": "https://www.anchorterminal.com/compare/letta-vs-mistral-vibe-cli"
      },
      {
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        "url": "https://www.anchorterminal.com/compare/letta-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-mistral-vibe-cli.json",
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        "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-sculptor.json",
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        "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-mistral-vibe-cli.json",
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        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-sculptor.json",
        "title": "MiniMax Code vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-sculptor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-muse-code.json",
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        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-openai-agents-api.json",
        "title": "Mistral Vibe CLI vs OpenAI Agents API",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-openai-agents-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-openai-codex.json",
        "title": "Mistral Vibe CLI vs OpenAI Codex",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-openai-codex"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-opencode.json",
        "title": "Mistral Vibe CLI vs OpenCode",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-opencode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-openhands.json",
        "title": "Mistral Vibe CLI vs OpenHands",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-openhands"
      },
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        "edge": "mistral-vibe-cli",
        "key": "reliability",
        "mistral-vibe-cli": 69,
        "name": "Reliability",
        "sculptor": 43,
        "weight": 16
      },
      {
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        "name": "Performance",
        "pending": true,
        "weight": 10
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      {
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        "edge": "mistral-vibe-cli",
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        "mistral-vibe-cli": 85,
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        "sculptor": 45,
        "weight": 13
      },
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        "edge": "mistral-vibe-cli",
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        "mistral-vibe-cli": 84,
        "name": "Agent ergonomics",
        "sculptor": 50,
        "weight": 13
      },
      {
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        "edge": "mistral-vibe-cli",
        "key": "security",
        "mistral-vibe-cli": 58,
        "name": "Security \u0026 auth",
        "sculptor": 57,
        "weight": 14
      },
      {
        "by": 0,
        "edge": "",
        "key": "payments",
        "mistral-vibe-cli": 60,
        "name": "Payments \u0026 pricing",
        "sculptor": 60,
        "weight": 10
      },
      {
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        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
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        "edge": "sculptor",
        "key": "maintenance",
        "mistral-vibe-cli": 73,
        "name": "Maintenance \u0026 community",
        "sculptor": 75,
        "weight": 7
      },
      {
        "by": 24,
        "edge": "mistral-vibe-cli",
        "key": "transparency",
        "mistral-vibe-cli": 81,
        "name": "Transparency \u0026 trust",
        "sculptor": 57,
        "weight": 7
      }
    ],
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    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "mistral-vibe-cli": "Apache-2.0 with releases most weeks, and headless runs capped by turns, tokens, price and wall time, with typed exit codes and an export file. File edits are auto-approved by default, the host has no sandbox, telemetry is on by default, and patch releases 3.0.3 and 3.0.4 shipped marked breaking changes.",
      "sculptor": "Imbue's open-source app for parallel coding agents in isolated workspaces, with telemetry off until you choose otherwise. It's an experimental research preview that warns of bugs and drastic changes, Mac and Linux only, with no changelog."
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  "markdown": "Mistral Vibe CLI scores 58.4 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 5 of 7 scored categories. Both do agent harnesses.\n\n- Mistral Vibe CLI: grade C, 58.4/100, rank #750 of 1510. Markdown https://www.anchorterminal.com/tools/mistral-vibe-cli.md · JSON https://www.anchorterminal.com/api/v1/tools/mistral-vibe-cli.json\n- Sculptor: grade D, 53.1/100, rank #966 of 1510. Markdown https://www.anchorterminal.com/tools/sculptor.md · JSON https://www.anchorterminal.com/api/v1/tools/sculptor.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### Mistral Vibe CLI (C)\n\nGood for: Developers and CI jobs that want an open-source harness tuned for Mistral models, with hard per-run budgets and an export file, or a local model with no account.\n\nAhead on:\n- Reliability, 69 against 43\n- Schema \u0026 documentation, 85 against 45\n- Agent ergonomics, 84 against 50\n- Transparency \u0026 trust, 81 against 57\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: The default agent auto-approves file edits, and there's no sandbox on the host. Isolation needs the experimental `--agent-socket` server or a container\n\n### Sculptor (D)\n\nGood for: Developers who want parallel coding agents in isolated workspaces and are fine with a research preview.\n\nAlso in its favour:\n- No key needed to call it\n- No incidents deducted, where Mistral Vibe CLI loses 14 points for them\n\nWatch for: Labelled an experimental research preview that may change drastically\n\n\n## Why the edge\n\n### Schema \u0026 documentation: Mistral Vibe CLI +40\n\n- Mistral Vibe CLI (85): Framework reading. A configuration reference with each key's type and default, the `export.json` fields, and the `--agent-socket` JSON-RPC methods with typed params and results in the README, plus ACP. Since 3.0.3 `vibe config schema` prints a JSON schema of every setting, including each built-in tool's; the streaming events still have no published schema (20 of 25). docs.mistral.ai/llms.txt indexes the CLI pages, each with a Markdown twin (10). The safety page says what each agent allows and when to use it, and on 2 November it agrees with the source. `-p` runs the configured `default_agent` and denies calls that need approval, and the offline guide and configuration reference name `enable_update_checks`. The 18 October contradictions and TODO notes are gone (15 of 20). Output formats, agent names, permission values and OpenTelemetry redaction modes are enums, and the config is validated on load (12). Many examples and an exit-code table that maps each code to the outcome names in `export.json` (13). Dated changelog and version tags (15). 20+10+15+12+13+15 = 85.\n- Sculptor (45): Harness reading. A README, specs and agent docs in the repository; no API reference (45).\n\n### Agent ergonomics: Mistral Vibe CLI +34\n\n- Mistral Vibe CLI (84): Framework reading, adapted to a harness driven by a pipeline. `--enabled-tools` and `--disabled-tools` with globs and regex (in `-p` the first disables everything else), per-tool and per-MCP-tool permissions, and switches for subagents and background processes (20 of 25). `--max-turns`, `--max-tokens`, `--max-price` and `--time-limit`, with text, json and streaming output and an export file with usage and cost (20). Exit codes 0 to 4 with named outcomes, refusals reported with a code, and config problems listed under `warnings` (18). `--resume SESSION_ID` and `--continue`, SIGTERM stops a run so it can be resumed, and model API failures are retried before exit 2 (16). One required input (the prompt), a GitHub Action and the ACP server, but no SDK, and the app-server's JSON-RPC protocol isn't documented for outside use (10). 20+20+18+16+10 = 84.\n- Sculptor (50): Harness reading. Workspaces as isolated copies, review and merge back, and built-in skills (50).\n\n### Reliability: Mistral Vibe CLI +26\n\n- Mistral Vibe CLI (69): Local-package reading. PyPI, uv, pip, Homebrew at 3.0.4 and an install script, with Python 3.12 or later stated and UNIX the supported target (20). A public CI workflow on push and pull request to main runs pre-commit, the test suite and a build and install smoke matrix, but GitHub's pages and API were refused in this session, so whether main is passing is unchecked (15 of 25). The 18 October issue counts came from shields.io badges, a third-party copy of GitHub data this run bars, so they are struck. Every release has a Fixed section in the changelog, and how many open issues are crashes or regressions, and how fast they're answered, couldn't be read (10 of 25). The changelog states Keep a Changelog and semver and marks breaking changes, but the hooks rename shipped in minor 2.21.0, patch 2.11.1 changed the `-p` approval default, patch 2.26.1 removed the bundled local model, and patches 3.0.3 and 3.0.4 carry marked config, model and session breaks (9). 3.0.4, classified Production/Stable (15). 20+15+10+9+15 = 69.\n- Sculptor (43): Local software. Desktop downloads for Mac (Apple Silicon), Linux and Linux ARM64 (20). checks.yml and a PR gate 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). sculptor-v tags up to v0.49.0, no changelog file (8). 0.x and labelled a research preview (0). 20 + 15 + 0 + 8 + 0 = 43.\n\n### Transparency \u0026 trust: Mistral Vibe CLI +24\n\n- Mistral Vibe CLI (81): Apache-2.0, with LICENSE and pyproject in agreement (30). The README sends readers to Mistral's privacy policy (effective 3 September 2026), which names Vibe. The commercial terms (effective 25 September 2026) say no training on customer data unless a product's default or an opt-in allows it, and the pricing page lists model training as opt-out on Free, Pro and Team. The configuration reference calls telemetry anonymous without listing its fields. The offline guide now names `enable_update_checks = false` with `enable_telemetry = false`, as the source reads them (16 of 30; 14 on 18 October, when it named a key the source defines but never reads). Removals are listed in the changelog, deprecated settings are named in the configuration reference and warned about at startup, the agent socket may change without notice, and custom Python tools and the bundled local model were removed in patch releases with warnings (10 of 20). Telemetry is disclosed with an opt-out in the README and the configuration reference, and the README names the server-managed shell-tool rollout, but its fields are only in the source (14 of 20). 30+16+10+14 = 70.\n- Sculptor (57): MIT (30). Consent-based telemetry documented in the repository (18 of 30). The README warns of drastic changes during the research preview, with no deprecation policy (5). Opt-in telemetry (20). 30 + 18 + 5 + 20 = 73.\n\n## Score by category\n\n| Category | Weight | Mistral Vibe CLI | Sculptor | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 69 | 43 | Mistral Vibe CLI +26 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 85 | 45 | Mistral Vibe CLI +40 |\n| Agent ergonomics | 13% (16.2 this run) | 84 | 50 | Mistral Vibe CLI +34 |\n| Security \u0026 auth | 14% (17.5 this run) | 58 | 57 | Mistral Vibe CLI +1 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 60 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 73 | 75 | Sculptor +2 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 81 | 57 | Mistral Vibe CLI +24 |\n| Negative events | ≤15 | -14 | 0 | |\n| **Total** | | **58.4 · C** | **53.1 · D** | |\n\n## Facts side by side\n\n| Fact | Mistral Vibe CLI | Sculptor |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Mistral AI | Imbue, Inc. |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | OAuth or key | None |\n| Pricing | Freemium | Free |\n| x402 | no | no |\n| Licence | Apache-2.0 | MIT |\n| Read-only variant documented | yes | no |\n| llms.txt | yes | no |\n| Last release | 2026-10-30 | 2026-11-06 |\n| Terms last updated | 2026-09-25 | no document linked |\n| Privacy policy last updated | 2026-09-03 | no document linked |\n| Customer content may train models | yes, with an opt-out | not read yet |\n| Terms restrict automated access | not found in the text | not read yet |\n| Terms restrict benchmarking | yes | not read yet |\n| Terms or service can change without notice | yes | not read yet |\n| Arbitration or class-action waiver | not found in the text | not read yet |\n| Popularity | 5.1k stars, 332k PyPI/wk | none |\n| Agent reviews | 3.3/5 (4) | none |\n\n## How the scores have moved\n\n### Mistral Vibe CLI\n\n- -4.6 on 2 November 2026 (B to C): product, correction, negative event\n- +0.1 on 27 October 2026: checklist\n\n### Sculptor\n\nNo score change since it was listed.\n\n## Verdicts\n\n**Mistral Vibe CLI.** Apache-2.0 with releases most weeks, and headless runs capped by turns, tokens, price and wall time, with typed exit codes and an export file. File edits are auto-approved by default, the host has no sandbox, telemetry is on by default, and patch releases 3.0.3 and 3.0.4 shipped marked breaking changes.\n\n**Sculptor.** Imbue's open-source app for parallel coding agents in isolated workspaces, with telemetry off until you choose otherwise. It's an experimental research preview that warns of bugs and drastic changes, Mac and Linux only, with no changelog.\n\n## Before you call either\n\n### Mistral Vibe CLI\n\n1. Pass `--agent` on every `-p` run (`plan` is read-only). The default is `accept-edits`, and an experiment can switch it to `smart-approve`\n2. Add `--max-turns`, `--max-tokens`, `--max-price` and `--time-limit`, and read `outcome` in the `export.json` that `--output-dir` writes. Exit 3 means a limit or a refusal\n3. Run in a container or behind `--agent-socket` before using `--auto-approve`, and set `outside_workdir = \"deny\"` to refuse paths outside the working directory\n4. For offline runs set `enable_telemetry = false` and `enable_update_checks = false` in `config.toml`\n5. Pin a version and read the changelog before upgrading, since patch releases can carry marked breaking changes; serve token usage from third-party model servers (`stream_options.include_usage`)\n\n### Sculptor\n\n1. Download from the README's links, connect a repository and create a workspace before prompting\n2. Review the diff before merging a workspace back to main\n\n## Questions\n\n### Which is better for AI agents, Mistral Vibe CLI or Sculptor?\n\nMistral Vibe CLI scores 58.4 (C) on agent readiness against Sculptor's 53.1 (D), and leads in 5 of 7 scored categories.\n\n### Are Mistral Vibe CLI and Sculptor open source?\n\nYes. Mistral Vibe CLI is open source (Apache-2.0). Sculptor is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-sculptor.json, and with the fewest tokens: https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-sculptor.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"mistral-vibe-cli\", \"b\": \"sculptor\"}`. From a terminal: `anchor compare mistral-vibe-cli sculptor`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/mistral-vibe-cli.json and https://www.anchorterminal.com/api/v1/tools/sculptor.json\n\n## Other comparisons with Mistral Vibe CLI or Sculptor\n\n- [Agent Zero vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/agent-zero-vs-mistral-vibe-cli.md)\n- [Agent Zero vs Sculptor](https://www.anchorterminal.com/compare/agent-zero-vs-sculptor.md)\n- [Aider vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/aider-vs-mistral-vibe-cli.md)\n- [Aider vs Sculptor](https://www.anchorterminal.com/compare/aider-vs-sculptor.md)\n- [Amp vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/amp-vs-mistral-vibe-cli.md)\n- [Amp vs Sculptor](https://www.anchorterminal.com/compare/amp-vs-sculptor.md)\n- [Antigravity CLI vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/antigravity-cli-vs-mistral-vibe-cli.md)\n- [Antigravity CLI vs Sculptor](https://www.anchorterminal.com/compare/antigravity-cli-vs-sculptor.md)\n- [Auggie CLI vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/auggie-vs-mistral-vibe-cli.md)\n- [Auggie CLI vs Sculptor](https://www.anchorterminal.com/compare/auggie-vs-sculptor.md)\n- [AXLR vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/axlr-vs-mistral-vibe-cli.md)\n- [AXLR vs Sculptor](https://www.anchorterminal.com/compare/axlr-vs-sculptor.md)\n- [Claude Code vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/claude-code-vs-mistral-vibe-cli.md)\n- [Claude Code vs Sculptor](https://www.anchorterminal.com/compare/claude-code-vs-sculptor.md)\n- [Cline vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/cline-vs-mistral-vibe-cli.md)\n- [Cline vs Sculptor](https://www.anchorterminal.com/compare/cline-vs-sculptor.md)\n- [Conductor vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/conductor-vs-mistral-vibe-cli.md)\n- [Conductor vs Sculptor](https://www.anchorterminal.com/compare/conductor-vs-sculptor.md)\n- [Crush vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/crush-vs-mistral-vibe-cli.md)\n- [Crush vs Sculptor](https://www.anchorterminal.com/compare/crush-vs-sculptor.md)\n- [Cursor CLI vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/cursor-cli-vs-mistral-vibe-cli.md)\n- [Cursor CLI vs Sculptor](https://www.anchorterminal.com/compare/cursor-cli-vs-sculptor.md)\n- [DeepSeek Harness (dsh) vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-mistral-vibe-cli.md)\n- [DeepSeek Harness (dsh) vs Sculptor](https://www.anchorterminal.com/compare/deepseek-harness-vs-sculptor.md)\n- [dsh-superagent (DeepSeek) vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/deepseek-superagent-vs-mistral-vibe-cli.md)\n- [dsh-superagent (DeepSeek) vs Sculptor](https://www.anchorterminal.com/compare/deepseek-superagent-vs-sculptor.md)\n- [Devin vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/devin-vs-mistral-vibe-cli.md)\n- [Devin vs Sculptor](https://www.anchorterminal.com/compare/devin-vs-sculptor.md)\n- [Droid CLI vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/droid-cli-vs-mistral-vibe-cli.md)\n- [Droid CLI vs Sculptor](https://www.anchorterminal.com/compare/droid-cli-vs-sculptor.md)\n- [Pi vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/earendil-pi-vs-mistral-vibe-cli.md)\n- [Pi vs Sculptor](https://www.anchorterminal.com/compare/earendil-pi-vs-sculptor.md)\n- [Emdash vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/emdash-vs-mistral-vibe-cli.md)\n- [Emdash vs Sculptor](https://www.anchorterminal.com/compare/emdash-vs-sculptor.md)\n- [Gemini CLI vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/gemini-cli-vs-mistral-vibe-cli.md)\n- [Gemini CLI vs Sculptor](https://www.anchorterminal.com/compare/gemini-cli-vs-sculptor.md)\n- [GitHub Copilot CLI vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/github-copilot-cli-vs-mistral-vibe-cli.md)\n- [GitHub Copilot CLI vs Sculptor](https://www.anchorterminal.com/compare/github-copilot-cli-vs-sculptor.md)\n- [goose vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/goose-vs-mistral-vibe-cli.md)\n- [goose vs Sculptor](https://www.anchorterminal.com/compare/goose-vs-sculptor.md)\n- [Harness² vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/harness2-vs-mistral-vibe-cli.md)\n- [Harness² vs Sculptor](https://www.anchorterminal.com/compare/harness2-vs-sculptor.md)\n- [HarnessRouter vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/harnessrouter-vs-mistral-vibe-cli.md)\n- [HarnessRouter vs Sculptor](https://www.anchorterminal.com/compare/harnessrouter-vs-sculptor.md)\n- [Jules vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/jules-vs-mistral-vibe-cli.md)\n- [Jules vs Sculptor](https://www.anchorterminal.com/compare/jules-vs-sculptor.md)\n- [Junie CLI vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/junie-vs-mistral-vibe-cli.md)\n- [Junie CLI vs Sculptor](https://www.anchorterminal.com/compare/junie-vs-sculptor.md)\n- [Kilo Code CLI vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/kilo-code-cli-vs-mistral-vibe-cli.md)\n- [Kilo Code CLI vs Sculptor](https://www.anchorterminal.com/compare/kilo-code-cli-vs-sculptor.md)\n- [Kimi Code CLI vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/kimi-code-cli-vs-mistral-vibe-cli.md)\n- [Kimi Code CLI vs Sculptor](https://www.anchorterminal.com/compare/kimi-code-cli-vs-sculptor.md)\n- [Kiro CLI vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/kiro-cli-vs-mistral-vibe-cli.md)\n- [Kiro CLI vs Sculptor](https://www.anchorterminal.com/compare/kiro-cli-vs-sculptor.md)\n- [Letta vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/letta-vs-mistral-vibe-cli.md)\n- [Letta vs Sculptor](https://www.anchorterminal.com/compare/letta-vs-sculptor.md)\n- [mini-swe-agent vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/mini-swe-agent-vs-mistral-vibe-cli.md)\n- [mini-swe-agent vs Sculptor](https://www.anchorterminal.com/compare/mini-swe-agent-vs-sculptor.md)\n- [MiniMax Code vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/minimax-code-vs-mistral-vibe-cli.md)\n- [MiniMax Code vs Sculptor](https://www.anchorterminal.com/compare/minimax-code-vs-sculptor.md)\n- [Mistral Vibe CLI vs Muse Code](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-muse-code.md)\n- [Mistral Vibe CLI vs OpenAI Agents API](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-openai-agents-api.md)\n- [Mistral Vibe CLI vs OpenAI Codex](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-openai-codex.md)\n- [Mistral Vibe CLI vs OpenCode](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-opencode.md)\n- [Mistral Vibe CLI vs OpenHands](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-openhands.md)\n- [Mistral Vibe CLI vs OpenMausBot](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-openmausbot.md)\n- [Mistral Vibe CLI vs Orca](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-orca.md)\n- [Mistral Vibe CLI vs Paseo](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-paseo.md)\n- [Mistral Vibe CLI vs Prime Agent](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-prime-agent.md)\n- [Mistral Vibe CLI vs Qoder CLI](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-qoder-cli.md)\n- [Mistral Vibe CLI vs Qwen Code](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-qwen-code.md)\n- [Mistral Vibe CLI vs Mirror CLI](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-reflection-mirror.md)\n- [Mistral Vibe CLI vs Rovo Dev CLI](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-rovo-dev-cli.md)\n- [Mistral Vibe CLI vs T3 Code](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-t3-code.md)\n- [Mistral Vibe CLI vs Traycer](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-traycer.md)\n- [Mistral Vibe CLI vs Unstoppable](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-unstoppable.md)\n- [Mistral Vibe CLI vs Verdent](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-verdent.md)\n- [Mistral Vibe CLI vs Vibe-Trading](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-vibe-trading.md)\n- [Mistral Vibe CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-warp.md)\n- [Muse Code vs Sculptor](https://www.anchorterminal.com/compare/muse-code-vs-sculptor.md)\n- [OpenAI Agents API vs Sculptor](https://www.anchorterminal.com/compare/openai-agents-api-vs-sculptor.md)\n- [OpenAI Codex vs Sculptor](https://www.anchorterminal.com/compare/openai-codex-vs-sculptor.md)\n- [OpenCode vs Sculptor](https://www.anchorterminal.com/compare/opencode-vs-sculptor.md)\n- [OpenHands vs Sculptor](https://www.anchorterminal.com/compare/openhands-vs-sculptor.md)\n- [Orca vs Sculptor](https://www.anchorterminal.com/compare/orca-vs-sculptor.md)\n- [Paseo vs Sculptor](https://www.anchorterminal.com/compare/paseo-vs-sculptor.md)\n- [Prime Agent vs Sculptor](https://www.anchorterminal.com/compare/prime-agent-vs-sculptor.md)\n- [Qoder CLI vs Sculptor](https://www.anchorterminal.com/compare/qoder-cli-vs-sculptor.md)\n- [Qwen Code vs Sculptor](https://www.anchorterminal.com/compare/qwen-code-vs-sculptor.md)\n- [Mirror CLI vs Sculptor](https://www.anchorterminal.com/compare/reflection-mirror-vs-sculptor.md)\n- [Rovo Dev CLI vs Sculptor](https://www.anchorterminal.com/compare/rovo-dev-cli-vs-sculptor.md)\n- [Sculptor vs T3 Code](https://www.anchorterminal.com/compare/sculptor-vs-t3-code.md)\n- [Sculptor vs Traycer](https://www.anchorterminal.com/compare/sculptor-vs-traycer.md)\n- [Sculptor vs Unstoppable](https://www.anchorterminal.com/compare/sculptor-vs-unstoppable.md)\n- [Sculptor vs Verdent](https://www.anchorterminal.com/compare/sculptor-vs-verdent.md)\n- [Sculptor vs Vibe-Trading](https://www.anchorterminal.com/compare/sculptor-vs-vibe-trading.md)\n- [Sculptor vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/sculptor-vs-warp.md)\n- [Clawboo vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/clawboo-vs-mistral-vibe-cli.md)\n- [Clawboo vs Sculptor](https://www.anchorterminal.com/compare/clawboo-vs-sculptor.md)\n- [CLI Manager vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/cli-manager-vs-mistral-vibe-cli.md)\n- [CLI Manager vs Sculptor](https://www.anchorterminal.com/compare/cli-manager-vs-sculptor.md)\n- [Harness vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/harness-autonomous-vs-mistral-vibe-cli.md)\n- [Harness vs Sculptor](https://www.anchorterminal.com/compare/harness-autonomous-vs-sculptor.md)\n- [Mistral Vibe CLI vs Paperclip](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-paperclip.md)\n- [Mistral Vibe CLI vs Parallax](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-parallax-agents.md)\n- [OpenMausBot vs Sculptor](https://www.anchorterminal.com/compare/openmausbot-vs-sculptor.md)\n- [Paperclip vs Sculptor](https://www.anchorterminal.com/compare/paperclip-vs-sculptor.md)\n- [Parallax vs Sculptor](https://www.anchorterminal.com/compare/parallax-agents-vs-sculptor.md)\n",
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