{ "data": { "a": { "slug": "clawboo", "name": "Clawboo", "vendor": "Sanreds", "vendorUrl": "https://www.claw.boo", "kind": "harness", "category": "agent-harnesses", "summary": "Clawboo is an open-source, self-hosted dashboard and server that runs a team of AI agents on one task board. A lead agent, Boo Zero, hands tasks to Claude Code, Codex, Hermes, OpenClaw or Clawboo's own built-in agents.", "url": "https://www.anchorterminal.com/tools/clawboo", "markdownUrl": "https://www.anchorterminal.com/tools/clawboo.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/clawboo.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/clawboo.json", "dns": "clawboo.grade.anchorterminal.com", "repo": "https://github.com/clawboo/clawboo", "license": "MIT", "transports": [], "packages": [ { "registry": "npm", "name": "clawboo" } ], "auth": "none", "authNotes": "No Clawboo account. On the default loopback bind the API needs no credential. An optional shared token, `STUDIO_ACCESS_TOKEN`, puts every `/api/` route behind a `clawboo_access` cookie, with no users, roles or per-person revocation. Agents Clawboo starts reach its MCP servers through signed attach URLs.", "pricing": "free", "pricingNotes": "Free and MIT, self-hosted, with nothing to buy. The owner pays the model providers or plans each runtime uses, or runs a local Ollama model with no key. No hosted option is offered.", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the documentation (llms-full.txt), the README or the npm package metadata (checked 2026-11-01).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": 100, "pypiWeekly": null, "asOf": "2026-11-01" }, "docsUrl": "https://docs.claw.boo", "llmsTxt": "https://docs.claw.boo/llms.txt", "capabilities": [ "agent.multi-agent", "agent.mcp-client" ], "tags": [ "open-source", "self-hosted", "local", "free", "no-card", "llms-txt", "mcp", "typescript" ], "lastRelease": "2026-10-21", "graded": true, "anchor": { "graded": true, "score": 61.4, "grade": "C", "agentReady": false, "rank": 555, "ranked": true, "rankOf": 1251, "categoryRank": 15, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 75, "maintenance": 51, "payments": 60, "reliability": 52, "schema": 83, "security": 70, "transparency": 58 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-01" }, "negative": -4, "negativeNotes": [ "Undated advisory on the security page, read 1 November 2026. On 0.5.0 (21 October 2026) and older, any request from 127.0.0.1 reaches `/api/mcp/` without the access cookie, so a reverse proxy on the same machine exposes the boards, memory, team chat, tools and signed attach URLs for any agent, even with `STUDIO_ACCESS_TOKEN` set. Published by the maintainer with a proxy rule to block it, fixed on main and not released, in a setup that isn't the default, -3. https://docs.claw.boo/operating/security", "Listed under Unreleased in the changelog, read 1 November 2026. On 0.5.0 and older, an access token containing a character outside letters, digits and `.`, `_`, `~`, `-` turned the access check off while the server kept running, leaving a proxied dashboard open. Fixed on main and not released, -1. https://docs.claw.boo/appendices/changelog" ], "verdict": "Tasks, memory, team chat and connectors are shared across five runtimes through four MCP servers, with documentation that states each default and limit. Claude Code, Codex and Hermes run with their sandboxes and approval prompts off and no setting to change it, and a reverse-proxy exposure of the MCP servers is fixed only on the unreleased main branch.", "bestFor": "One person on one computer who wants several coding and general agents on one board, with shared memory and a lead agent that routes work.", "strengths": [ "One board, one team chat and one shared memory across Clawboo Native, Claude Code, Codex, Hermes and OpenClaw agents", "No telemetry per the docs, which list the three requests the server makes itself and the two the dashboard makes", "Loopback bind by default, a same-origin guard against browser and DNS-rebinding attacks, and a refusal to start on a network bind without a token", "About 120 documentation pages, served as Markdown with llms.txt and llms-full.txt, including a known-issues page and every built-in limit with its source line", "npm releases carry SLSA provenance from the repository's publish workflow, with CodeQL and Dependabot in the repository" ], "weaknesses": [ "Claude Code runs in `bypassPermissions`, Codex with `danger-full-access` and Hermes with `--yolo`, with no setting to change it and no sandbox", "On 0.5.0 and older, a same-machine reverse proxy exposes `/api/mcp/` without the access cookie. The fix is on main and unreleased on 1 November 2026", "No access token by default, so any local program can call the API and answer approval cards", "Keys saved under Providers are also written in plain text to `~/.openclaw/.env` and each OpenClaw agent's `auth-profiles.json`", "Version 0.5.0, with two releases in the 90 days to 1 November 2026 and budgets that only warn unless set to a hard cap" ], "agentNotes": [ "Run `npx clawboo@latest`, not a bare `npx clawboo`, which can reuse an older cached build. Node.js 22.12 or newer is required", "On 0.5.0 behind nginx, Caddy or a Cloudflare Tunnel, deny `/api/mcp/` at the proxy and set `STUDIO_ACCESS_TOKEN` from `openssl rand -hex 24`", "Give Claude Code, Codex and Hermes teammates only work you would let run unattended, or run Clawboo under a separate user account or VM", "Create a hard-cap budget in Settings \u003e Insights \u003e Governance before long runs. A fresh install has no budget and new budgets only warn", "Install `@anthropic-ai/claude-agent-sdk` globally beside Clawboo for Claude Code teammates. A one-off `npx` run cannot load it" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 61.4 } ], "editorialScores": { "ergonomics": 75, "maintenance": 51, "payments": 60, "reliability": 52, "schema": 83, "security": 70, "transparency": 80 }, "provenanceScore": 36, "checked": { "categories": { "ergonomics": "2026-11-01", "maintenance": "2026-11-01", "payments": "2026-11-01", "reliability": "2026-11-01", "schema": "2026-11-01", "security": "2026-11-01", "transparency": "2026-11-01" }, "last": "2026-11-01", "oldest": "2026-11-01", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "npx clawboo@latest # Node.js 22.12 or newer", "http": "curl http://localhost:18790/api/health", "headless": { "command": "curl -X POST http://localhost:18790/api/teams/\u003cteam-id\u003e/chat -H 'Content-Type: application/json' -d '{\"message\":\"Plan the launch checklist.\"}'" } }, "letme": { "capability": "https://letme.dev/agent.multi-agent", "tool": "https://letme.dev/clawboo" }, "area": "frameworks", "provenance": { "legalEntity": "", "domain": "claw.boo", "domainRegistered": "", "endpointOnVendorDomain": null, "terms": "", "privacy": "", "statusPage": "", "changelog": "https://docs.claw.boo/appendices/changelog", "securityTxt": "none", "checked": "2026-11-01", "notes": [ "No legal entity is named in the repository, the docs or the npm package. The MIT licence reads Copyright (c) 2026 Sanreds, and the npm package's only maintainer is sanreds.", "www.claw.boo was not read. Its robots.txt disallows Claude-Web in Cloudflare's managed block and later allows ClaudeBot and anthropic-ai, so the site's terms and privacy pages, if any, are unchecked.", "docs.claw.boo/.well-known/security.txt answered 404 on 1 November 2026. SECURITY.md sends reports to GitHub private vulnerability reporting.", "The software is self-hosted, so there is no vendor endpoint or status page to check. The domain registration date was not looked up." ], "score": 36 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/clawboo.json" }, "answer": "Clawboo scores 61.4 (C) on agent readiness against Qoder CLI's 59 (C), and leads in 4 of 7 scored categories. Qoder CLI leads on agent ergonomics and maintenance \u0026 community.", "b": { "slug": "qoder-cli", "name": "Qoder CLI", "vendor": "Qoder (BRIGHT ZENITH PRIVATE LIMITED)", "vendorUrl": "https://qoder.com/cli", "kind": "harness", "category": "agent-harnesses", "summary": "Qoder's terminal coding agent. It reads and edits files, runs commands and calls MCP servers under permission rules, with a `-p` headless mode, an Agent Client Protocol server and a TypeScript and Python Agent SDK. Needs a Qoder account.", "url": "https://www.anchorterminal.com/tools/qoder-cli", "markdownUrl": "https://www.anchorterminal.com/tools/qoder-cli.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/qoder-cli.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/qoder-cli.json", "dns": "qoder-cli.grade.anchorterminal.com", "license": "Proprietary, under the Qoder Terms of Service (BRIGHT ZENITH PRIVATE LIMITED, last updated 29 April 2026). No source is published, and the Agent SDK's LICENSE file points to the same terms", "transports": [], "packages": [ { "registry": "npm", "name": "@qoder-ai/qodercli" }, { "registry": "npm", "name": "@qoder-ai/qoder-agent-sdk" }, { "registry": "pypi", "name": "qoder-agent-sdk" } ], "auth": "mixed", "authNotes": "`/login` or `qoder login` through a browser on a Qoder account, with background token refresh, or a Personal Access Token in `QODER_PERSONAL_ACCESS_TOKEN` for CI, ACP clients and the SDK. A PAT is created at qoder.com/account/integrations with chosen permissions and an expiry, and can be revoked. Organisations can use service accounts with scoped tokens.", "pricing": "freemium", "pricingNotes": "Free gives basic models for a limited number of messages and a 14-day Pro trial with 300 credits. Pro is $20 a month (2,000 credits), Pro+ $60 (6,000) and Ultra $200 (20,000). Credit Packs cost $20 for 1,500 credits and expire after a month. Teams is $40 a seat a month with 3,000 credits, Enterprise $20 a seat with credits bought separately (checked 2026-10-18).", "priceSummary": "$20 / mo", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the CLI or SDK docs, the pricing docs or the CLI release notes (checked 2026-10-18).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": 4996, "pypiWeekly": null, "asOf": "2026-10-18" }, "docsUrl": "https://docs.qoder.com/cli/overview", "llmsTxt": "https://docs.qoder.com/llms.txt", "capabilities": [ "agent.harness", "agent.mcp-client", "agent.multi-agent" ], "tags": [ "official", "harness", "coding-agent", "cli", "closed-source", "mcp", "acp", "llms-txt", "telemetry-default-on", "free-tier" ], "lastRelease": "2026-10-16", "graded": true, "anchor": { "graded": true, "score": 59, "grade": "C", "agentReady": false, "rank": 660, "ranked": true, "rankOf": 1251, "categoryRank": 24, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 80, "maintenance": 72, "payments": 35, "reliability": 51, "schema": 81, "security": 55, "transparency": 61 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-18" }, "negative": -3, "negativeNotes": [ "2026-09-19. CLI 1.1.57 fixed \"a security issue where internal Git calls could execute repository configuration commands\", so opening an untrusted repository could run commands from its Git configuration. Fixed within the month and disclosed only as a release-note line, with no advisory, affected versions or CVE found. Inside six months, -2 (https://docs.qoder.com/release-notes/qoder-cli.md)", "2026-07-16. CLI 1.0.47 fixed the PreToolUse hook not taking effect in headless and SDK modes. The permissions page describes that hook as an interception that holds even in YOLO mode, so headless and SDK runs before the fix skipped organisation hooks. Fixed and noted in the release notes. Judgement call, -1 (https://docs.qoder.com/release-notes/qoder-cli.md)" ], "verdict": "A closed-source terminal agent with a documented headless mode, an ACP server, typed TypeScript and Python SDKs and near-daily releases. Permission rules and modes are detailed, but no local sandbox is documented, usage statistics are on by default, and security fixes appear only as one-line release notes with no advisories or disclosure policy.", "bestFor": "Developers already on Qoder who want the same agent in a terminal, in CI through a PAT, in Zed through ACP, or embedded through the Agent SDK.", "strengths": [ "Headless `-p` with text, json and stream-json output, `--max-turns`, and ask turned into deny", "Agent SDK for TypeScript and Python that drives the CLI with approval callbacks, hooks and session control", "Documented exit codes and Result error subtypes for scripts and SDK hosts", "Personal Access Tokens with chosen permissions and expiry, and scoped service accounts for organisations", "74 dated releases in the 90 days to 16 October 2026" ], "weaknesses": [ "No local sandbox is documented, and `auto` mode approves read-only tools on any path", "Usage and AI code statistics are on by default, and content use for improvement depends on the plan", "Closed source with no public CI, issue tracker or security advisories, and the audit log leaves out CLI execution", "No security.txt, disclosure policy or status page found", "Agent SDK release notes stop at 1.0.41 on 15 September while npm has 1.0.53" ], "agentNotes": [ "Set `QODER_PERSONAL_ACCESS_TOKEN` in CI. The browser sign-in can't complete in a headless run", "Pass `--permission-mode` with `--allowed-tools` in headless runs. Every ask is denied, and `--yolo` removes all checks", "Set `--max-turns` on unattended runs, and branch on exit codes 41 (authentication) and 53 (turn limit)", "Set `privacy.usageStatisticsEnabled` and `aiCodeStatistics.enabled` to false in ~/.qoder/settings.json if usage data must stay local", "Don't pass `--model lite`. The Lite tier was removed on 18 September 2026 and headless requests naming it fail" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 4, "avgRating": 3.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 59 } ], "editorialScores": { "ergonomics": 80, "maintenance": 72, "payments": 35, "reliability": 51, "schema": 81, "security": 55, "transparency": 51 }, "provenanceScore": 71, "checked": { "categories": { "ergonomics": "2026-10-18", "maintenance": "2026-10-18", "payments": "2026-10-18", "reliability": "2026-10-18", "schema": "2026-10-18", "security": "2026-10-18", "transparency": "2026-10-18" }, "last": "2026-10-18", "lastMoved": "2026-10-30", "oldest": "2026-10-18", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "curl -fsSL https://qoder.com/install | bash", "headless": { "env": { "QODER_PERSONAL_ACCESS_TOKEN": "\u003ctoken\u003e" }, "run": "qoder -p \"Review these changes and list potential issues\" --output-format json --permission-mode accept_edits --max-turns 20" } }, "letme": { "capability": "https://letme.dev/agent.harness", "tool": "https://letme.dev/qoder-cli" }, "area": "frameworks", "unitPrices": [ { "item": "Pro plan", "unit": "month", "usd": 20, "note": "2,000 credits a month" }, { "item": "Credit Pack", "unit": "tx", "usd": 20, "note": "1,500 credits, expires after one month, not refundable" }, { "item": "Teams", "unit": "seat-month", "usd": 40, "note": "3,000 credits a seat a month" } ], "provenance": { "legalEntity": "BRIGHT ZENITH PRIVATE LIMITED", "domain": "qoder.com", "domainRegistered": "2009-08-21", "endpointOnVendorDomain": null, "terms": "https://qoder.com/product-service", "privacy": "https://qoder.com/privacy-policy", "statusPage": "", "changelog": "https://docs.qoder.com/release-notes/qoder-cli.md", "securityTxt": "none", "checked": "2026-10-18", "notes": [ "The terms of service (last updated 29 April 2026) name BRIGHT ZENITH PRIVATE LIMITED as the provider of the Services. The privacy policy (last updated 12 May 2026) describes it as a Singapore registered entity, with a DPO at intldpo@qoder.com.", "We didn't name a parent company, because neither the terms nor the privacy policy names one.", "qoder.com/.well-known/security.txt and docs.qoder.com/.well-known/security.txt answered 404 on 18 October 2026.", "No status page was found, and status.qoder.com didn't resolve.", "RDAP (Verisign) gives qoder.com a registration date of 21 August 2009, long before the product.", "qoder.com's robots.txt disallows /pricing, so prices come from docs.qoder.com/account/pricing.md." ], "score": 71 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/qoder-cli.json", "live": { "slug": "qoder-cli", "versions": [ { "registry": "npm", "name": "@qoder-ai/qoder-agent-sdk", "version": "1.0.58", "seenAt": "2026-10-31T16:20:43.118749792Z" }, { "registry": "npm", "name": "@qoder-ai/qodercli", "version": "1.1.81", "seenAt": "2026-10-31T16:20:42.690765687Z" }, { "registry": "pypi", "name": "qoder-agent-sdk", "version": "1.0.17", "released": "2026-10-27", "seenAt": "2026-10-31T16:20:44.878992296Z" } ], "npmWeekly": 12632, "pypiWeekly": 3047, "securityTxt": { "url": "https://qoder.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-31T15:41:37.4431931Z" }, "llmsTxt": { "url": "https://docs.qoder.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-31T15:11:46.65854928Z" }, "domain": { "domain": "qoder.com", "registered": "2009-08-21", "source": "https://rdap.verisign.com/com/v1/domain/qoder.com", "checkedAt": "2026-10-25T14:02:25.027080624Z" }, "pages": [ { "url": "https://docs.qoder.com/release-notes/qoder-cli.md", "kind": "changelog", "status": 200, "checkedAt": "2026-10-31T06:10:55.380368489Z", "changedAt": "2026-10-30T05:38:24.818997399Z", "fingerprint": "36a5034afb44" }, { "url": "https://docs.qoder.com/release-notes/lite-model-tier-retirement-notice.md", "kind": "deprecations", "status": 200, "checkedAt": "2026-10-31T06:10:50.729115962Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "6c149bbabe94" }, { "url": "https://docs.qoder.com/release-notes/model-consumption-reference-update.md", "kind": "deprecations", "status": 200, "checkedAt": "2026-10-31T06:10:52.832295848Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "bc85b1b0ed5c" }, { "url": "https://qoder.com/privacy-policy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-31T06:19:03.056328247Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "2117f74023c8" }, { "url": "https://qoder.com/product-service", "kind": "terms", "status": 200, "checkedAt": "2026-10-31T06:19:05.28083433Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "b0a4a5ea5693" } ], "updatedAt": "2026-10-31T16:20:44.878992296Z" } }, "edges": [ { "by": 25, "category": "payments", "leads": "clawboo", "name": "Payments \u0026 pricing", "reasons": { "a": "No payment protocol (0). Read with the self-hosted rule. Free under MIT with nothing to buy (20). No card and no Clawboo account (20). One `npx` command installs and starts it with no sign-up (20). Model costs belong to the providers the owner connects.", "b": "Harness reading of the published rubric, scored on the Qoder subscription the CLI needs. No payment protocol (0). Plan prices, the Credit Pack price ($20 for 1,500 credits) and per-model credit factors are public in the docs without a login. qoder.com/pricing is disallowed by robots.txt and wasn't read (20). A Free plan with basic models for a limited number of messages and a 14-day Pro trial with 300 credits. We found no statement on whether a card is needed (15). A person signs in through a browser, and a PAT is created by hand at qoder.com/account/integrations (0). 0+20+15+0 = 35." }, "scores": { "a": 60, "b": 35 } }, { "by": 21, "category": "maintenance", "leads": "qoder-cli", "name": "Maintenance \u0026 community", "reasons": { "a": "0.5.0 was published to npm on 21 October 2026 (30). Two releases in the 90 days to 1 November 2026, 0.4.0 on 28 September and 0.5.0, below the three the line asks for (0). github.com was unreachable, so replies to issues, pull requests and Discussions are unchecked. The CI file cites issue #140 as fixed (3). One public npm package, current, with no entry in the official MCP registry for its four servers (10). CI, CodeQL, weekly Dependabot and SLSA provenance on 0.4.0 and 0.5.0, with `@composio/client` pinned to an alpha (8).", "b": "1.1.73 on 16 October 2026 (30). 74 dated CLI versions between 20 July and 16 October 2026 (20). No public issue tracker. A Discourse forum with bug-report and feature-request categories, where 15 of the 29 bug reports on the first page had no reply when read on 18 October (7). Current official SDKs, `@qoder-ai/qoder-agent-sdk` 1.0.53 on 15 October and `qoder-agent-sdk` 1.0.15 on PyPI on 23 September 2026 (12). No public CI. npm versions carry registry signatures and the install script checks a SHA-256 (3). 30+20+7+12+3 = 72." }, "scores": { "a": 51, "b": 72 } }, { "by": 15, "category": "security", "leads": "clawboo", "name": "Security \u0026 auth", "reasons": { "a": "Harness reading of the framework checklist, as for the other harnesses. 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. The docs say Clawboo sends no telemetry and list the GitHub catalogue fetch, the npm version check, OpenRouter's public model list, Google Fonts and the GitHub star count, of which only the catalogue address can be changed (27). Clawboo Native shell commands are off by default and asked one at a time, and connector grants are per agent with approval on writes. Claude Code, Codex and Hermes run with their prompts and sandboxes off and no setting to change it, they can read Clawboo's database and key vault, and with no access token by default any local program can answer approval cards (8). Images in agent text don't load on their own, peer posts are marked as evidence, and a run that has read private data and untrusted content asks before any outbound connector call (11). An audit log of budget, breaker, approval, verification, tool-call and install events, with secrets masked (13). SECURITY.md with private reporting, CodeQL, Dependabot and npm provenance. No security.txt or bug bounty, OSV lists no advisory for `clawboo`, and the proxy advisory is on the docs with a workaround while its fix is unreleased (11).", "b": "Framework reading (telemetry defaults, approvals, guardrails, sandboxing), five lines. Browser sign-in with background refresh, or a PAT created with chosen permissions and an expiry and revocable, plus scoped service accounts for organisations. Usage statistics and AI code statistics are on by default with documented opt-outs, and the privacy policy lets users turn off Share \u0026 Improve depending on the plan, without saying which plans or the default (18). Five permission modes, deny over ask over allow across seven rule layers, ask turned into deny in headless runs, a `dont_ask` mode, trusted directories, protected paths and an administrator switch that disables YOLO. No local sandbox is documented, and `auto` mode lets an AI classifier decide and approves read-only tools on any path (14). Workspace files can't add auto-mode rules, protected paths stop the agent changing shell startup files or .mcp.json without approval, and network paths always ask on Windows. A project's .qoder/settings.json is still one of the rule layers, and nothing contains a command once approved (9). The enterprise audit log records administrative and configuration events for administrators and says it leaves out prompts, terminal commands, MCP call parameters and CLI execution, and individuals have local session history only (5). qoder.com/enterprise says Qoder is certified to ISO/IEC 27001 and has completed a SOC 2 Type II audit. No security.txt, disclosure policy or bug bounty was found, and fixes appear as one-line release notes without advisories (9). 18+14+9+5+9 = 55." }, "scores": { "a": 70, "b": 55 } }, { "by": 5, "category": "ergonomics", "leads": "qoder-cli", "name": "Agent ergonomics", "reasons": { "a": "Harness reading, scored on what an agent or pipeline driving it has to supply. Four MCP servers keep tool lists small (12 Tasks tools, 4 Memory tools, 2 or 3 TeamChat tools, and Tools with four demonstration builtins plus granted connectors), Clawboo Native gets a read-only Tasks subset, and Tools results over 16 KiB are trimmed with a handle to read the rest (22). Circuit breakers stop task-runner runs after more than 30 tool calls or 200,000 tokens a minute, and team chat caps hand-offs at 8 a turn and three levels. Budgets warn only unless set to a hard cap, and a hard cap stops most runs only between runs (14). REST errors use one `{error}` shape, refused MCP calls return `denied:` with a reason prefix, and 429s carry `Retry-After` (16). `claim_task` and `assign_task` are atomic, illegal status changes are refused by name, the board survives restarts and routines resume after failure. No MCP tool annotations are documented (14). One `npx` command and a provider key or a local Ollama, but Claude Code teammates need a global install with the Agent SDK, and there is no client SDK (9).", "b": "Framework reading, adapted to a harness driven by a pipeline. `--tools`, `--allowed-tools` and `--disallowed-tools` restrict built-in tools, and `--strict-mcp-config` with `--allowed-mcp-server-names` limits MCP servers. Nothing on deferred MCP tool loading was found (18). text, json and stream-json output, `--max-turns`, `--max-output-tokens` and `--no-session-persistence` (16). Distinct exit codes for authentication, input, configuration, turn-limit and tool failures, and SDK Result subtypes with error codes (16). `--continue`, `--resume`, `--session-id`, `--fork-session`, SDK checkpoints with rewind, and `--max-model-request-retries` (15). Official SDKs in TypeScript and Python, an ACP server, and headless runs that need only a PAT and a permission flag (15). 18+16+16+15+15 = 80." }, "scores": { "a": 75, "b": 80 } } ], "facts": [ { "a": "Agent harness", "b": "Agent harness", "name": "Kind" }, { "a": "Sanreds", "b": "Qoder (BRIGHT ZENITH PRIVATE LIMITED)", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "", "name": "Transports" }, { "a": "None", "b": "OAuth or key", "name": "Auth" }, { "a": "Free", "b": "Freemium", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "MIT", "b": "Proprietary, under the Qoder Terms of Service (BRIGHT ZENITH PRIVATE LIMITED, last updated 29 April 2026). No source is published, and the Agent SDK's LICENSE file points to the same terms", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-21", "b": "2026-10-16", "name": "Last release" }, { "a": "no document linked", "b": "couldn't be read", "name": "Terms last updated" }, { "a": "no document linked", "b": "couldn't be read", "name": "Privacy policy last updated" }, { "a": "not read yet", "b": "couldn't be read", "name": "Customer content may train models" }, { "a": "not read yet", "b": "couldn't be read", "name": "Terms restrict automated access" }, { "a": "not read yet", "b": "couldn't be read", "name": "Terms restrict benchmarking" }, { "a": "not read yet", "b": "couldn't be read", "name": "Terms or service can change without notice" }, { "a": "not read yet", "b": "couldn't be read", "name": "Arbitration or class-action waiver" }, { "a": "100 npm/wk", "b": "5k npm/wk", "name": "Popularity" }, { "a": "none", "b": "3.5/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "Clawboo scores 61.4 (C) on agent readiness against Qoder CLI's 59 (C), and leads in 4 of 7 scored categories. Qoder CLI leads on agent ergonomics and maintenance \u0026 community.", "question": "Which is better for AI agents, Clawboo or Qoder CLI?" }, { "answer": "Clawboo is open source (MIT). No open-source release is listed for Qoder CLI.", "question": "Are Clawboo and Qoder CLI open source?" } ], "goodFor": [ { "aheadOn": [ "Security \u0026 auth, 70 against 55", "Payments \u0026 pricing, 60 against 35" ], "also": [ "No key needed to call it", "Free to start without a card", "Open source" ], "goodFor": "One person on one computer who wants several coding and general agents on one board, with shared memory and a lead agent that routes work.", "slug": "clawboo", "watchFor": "Claude Code runs in `bypassPermissions`, Codex with `danger-full-access` and Hermes with `--yolo`, with no setting to change it and no sandbox" }, { "aheadOn": [ "Agent ergonomics, 80 against 75", "Maintenance \u0026 community, 72 against 51" ], "also": null, "goodFor": "Developers already on Qoder who want the same agent in a terminal, in CI through a PAT, in Zed through ACP, or embedded through the Agent SDK.", "slug": "qoder-cli", "watchFor": "No local sandbox is documented, and `auto` mode approves read-only tools on any path" } ], "history": { "clawboo": null, "qoder-cli": [ { "causes": [ "method" ], "date": "2026-10-30", "delta": -0.4, "from": 59.4, "fromGrade": "C", "to": 59, "toGrade": "C" }, { "causes": [ "evidence" ], "date": "2026-10-27", "delta": 0.1, "from": 59.3, "fromGrade": "C", "to": 59.4, "toGrade": "C" } ] }, "job": { "capability": "agent.multi-agent", "name": "Multi-agent orchestration" }, "others": [ { "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/aider-vs-qoder-cli.json", "title": "Aider vs Qoder CLI", "url": "https://www.anchorterminal.com/compare/aider-vs-qoder-cli" }, { "json": "https://www.anchorterminal.com/compare/amp-vs-qoder-cli.json", "title": "Amp vs Qoder CLI", "url": "https://www.anchorterminal.com/compare/amp-vs-qoder-cli" }, { "json": 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"https://www.anchorterminal.com/compare/clawboo-vs-reflection-mirror.json", "title": "Clawboo vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/clawboo-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-rovo-dev-cli.json", "title": "Clawboo vs Rovo Dev CLI", "url": "https://www.anchorterminal.com/compare/clawboo-vs-rovo-dev-cli" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-unstoppable.json", "title": "Clawboo vs Unstoppable", "url": "https://www.anchorterminal.com/compare/clawboo-vs-unstoppable" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-vibe-trading.json", "title": "Clawboo vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/clawboo-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-warp.json", "title": "Clawboo vs Warp (Warp Agent CLI and the Oz Agent API)", "url": "https://www.anchorterminal.com/compare/clawboo-vs-warp" }, { "json": "https://www.anchorterminal.com/compare/cli-manager-vs-qoder-cli.json", "title": "CLI Manager vs Qoder CLI", "url": "https://www.anchorterminal.com/compare/cli-manager-vs-qoder-cli" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-qoder-cli.json", "title": "Harness vs Qoder CLI", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-qoder-cli" }, { "json": "https://www.anchorterminal.com/compare/openmausbot-vs-qoder-cli.json", "title": "OpenMausBot vs Qoder CLI", "url": "https://www.anchorterminal.com/compare/openmausbot-vs-qoder-cli" }, { "json": "https://www.anchorterminal.com/compare/paperclip-vs-qoder-cli.json", "title": "Paperclip vs Qoder CLI", "url": "https://www.anchorterminal.com/compare/paperclip-vs-qoder-cli" }, { "json": "https://www.anchorterminal.com/compare/parallax-agents-vs-qoder-cli.json", "title": "Parallax vs Qoder CLI", "url": "https://www.anchorterminal.com/compare/parallax-agents-vs-qoder-cli" } ], "panel": null, "scores": [ { "by": 1, "clawboo": 52, "edge": "clawboo", "key": "reliability", "name": "Reliability", "qoder-cli": 51, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 2, "clawboo": 83, "edge": "clawboo", "key": "schema", "name": "Schema \u0026 documentation", "qoder-cli": 81, "weight": 13 }, { "by": 5, "clawboo": 75, "edge": "qoder-cli", "key": "ergonomics", "name": "Agent ergonomics", "qoder-cli": 80, "weight": 13 }, { "by": 15, "clawboo": 70, "edge": "clawboo", "key": "security", "name": "Security \u0026 auth", "qoder-cli": 55, "weight": 14 }, { "by": 25, "clawboo": 60, "edge": "clawboo", "key": "payments", "name": "Payments \u0026 pricing", "qoder-cli": 35, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 21, "clawboo": 51, "edge": "qoder-cli", "key": "maintenance", "name": "Maintenance \u0026 community", "qoder-cli": 72, "weight": 7 }, { "by": 3, "clawboo": 58, "edge": "qoder-cli", "key": "transparency", "name": "Transparency \u0026 trust", "qoder-cli": 61, "weight": 7 } ], "summary": "Clawboo scores 61.4 (C) on agent readiness against Qoder CLI's 59 (C), and leads in 4 of 7 scored categories. Qoder CLI leads on agent ergonomics and maintenance \u0026 community. Both do multi-agent orchestration.", "tasks": null, "tutorials": [], "verdicts": { "clawboo": "Tasks, memory, team chat and connectors are shared across five runtimes through four MCP servers, with documentation that states each default and limit. Claude Code, Codex and Hermes run with their sandboxes and approval prompts off and no setting to change it, and a reverse-proxy exposure of the MCP servers is fixed only on the unreleased main branch.", "qoder-cli": "A closed-source terminal agent with a documented headless mode, an ACP server, typed TypeScript and Python SDKs and near-daily releases. Permission rules and modes are detailed, but no local sandbox is documented, usage statistics are on by default, and security fixes appear only as one-line release notes with no advisories or disclosure policy." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli", "json": "https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli.min.md" }, "markdown": "Clawboo scores 61.4 (C) on agent readiness against Qoder CLI's 59 (C), and leads in 4 of 7 scored categories. Qoder CLI leads on agent ergonomics and maintenance \u0026 community. Both do multi-agent orchestration.\n\n- Clawboo: grade C, 61.4/100, rank #555 of 1251. Markdown https://www.anchorterminal.com/tools/clawboo.md · JSON https://www.anchorterminal.com/api/v1/tools/clawboo.json\n- Qoder CLI: grade C, 59/100, rank #660 of 1251. Markdown https://www.anchorterminal.com/tools/qoder-cli.md · JSON https://www.anchorterminal.com/api/v1/tools/qoder-cli.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 955 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### Clawboo (C)\n\nGood for: One person on one computer who wants several coding and general agents on one board, with shared memory and a lead agent that routes work.\n\nAhead on:\n- Security \u0026 auth, 70 against 55\n- Payments \u0026 pricing, 60 against 35\n\nAlso in its favour:\n- No key needed to call it\n- Free to start without a card\n- Open source\n\nWatch for: Claude Code runs in `bypassPermissions`, Codex with `danger-full-access` and Hermes with `--yolo`, with no setting to change it and no sandbox\n\n### Qoder CLI (C)\n\nGood for: Developers already on Qoder who want the same agent in a terminal, in CI through a PAT, in Zed through ACP, or embedded through the Agent SDK.\n\nAhead on:\n- Agent ergonomics, 80 against 75\n- Maintenance \u0026 community, 72 against 51\n\nWatch for: No local sandbox is documented, and `auto` mode approves read-only tools on any path\n\n\n## Why the edge\n\n### Payments \u0026 pricing: Clawboo +25\n\n- Clawboo (60): No payment protocol (0). Read with the self-hosted rule. Free under MIT with nothing to buy (20). No card and no Clawboo account (20). One `npx` command installs and starts it with no sign-up (20). Model costs belong to the providers the owner connects.\n- Qoder CLI (35): Harness reading of the published rubric, scored on the Qoder subscription the CLI needs. No payment protocol (0). Plan prices, the Credit Pack price ($20 for 1,500 credits) and per-model credit factors are public in the docs without a login. qoder.com/pricing is disallowed by robots.txt and wasn't read (20). A Free plan with basic models for a limited number of messages and a 14-day Pro trial with 300 credits. We found no statement on whether a card is needed (15). A person signs in through a browser, and a PAT is created by hand at qoder.com/account/integrations (0). 0+20+15+0 = 35.\n\n### Maintenance \u0026 community: Qoder CLI +21\n\n- Clawboo (51): 0.5.0 was published to npm on 21 October 2026 (30). Two releases in the 90 days to 1 November 2026, 0.4.0 on 28 September and 0.5.0, below the three the line asks for (0). github.com was unreachable, so replies to issues, pull requests and Discussions are unchecked. The CI file cites issue #140 as fixed (3). One public npm package, current, with no entry in the official MCP registry for its four servers (10). CI, CodeQL, weekly Dependabot and SLSA provenance on 0.4.0 and 0.5.0, with `@composio/client` pinned to an alpha (8).\n- Qoder CLI (72): 1.1.73 on 16 October 2026 (30). 74 dated CLI versions between 20 July and 16 October 2026 (20). No public issue tracker. A Discourse forum with bug-report and feature-request categories, where 15 of the 29 bug reports on the first page had no reply when read on 18 October (7). Current official SDKs, `@qoder-ai/qoder-agent-sdk` 1.0.53 on 15 October and `qoder-agent-sdk` 1.0.15 on PyPI on 23 September 2026 (12). No public CI. npm versions carry registry signatures and the install script checks a SHA-256 (3). 30+20+7+12+3 = 72.\n\n### Security \u0026 auth: Clawboo +15\n\n- Clawboo (70): Harness reading of the framework checklist, as for the other harnesses. 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. The docs say Clawboo sends no telemetry and list the GitHub catalogue fetch, the npm version check, OpenRouter's public model list, Google Fonts and the GitHub star count, of which only the catalogue address can be changed (27). Clawboo Native shell commands are off by default and asked one at a time, and connector grants are per agent with approval on writes. Claude Code, Codex and Hermes run with their prompts and sandboxes off and no setting to change it, they can read Clawboo's database and key vault, and with no access token by default any local program can answer approval cards (8). Images in agent text don't load on their own, peer posts are marked as evidence, and a run that has read private data and untrusted content asks before any outbound connector call (11). An audit log of budget, breaker, approval, verification, tool-call and install events, with secrets masked (13). SECURITY.md with private reporting, CodeQL, Dependabot and npm provenance. No security.txt or bug bounty, OSV lists no advisory for `clawboo`, and the proxy advisory is on the docs with a workaround while its fix is unreleased (11).\n- Qoder CLI (55): Framework reading (telemetry defaults, approvals, guardrails, sandboxing), five lines. Browser sign-in with background refresh, or a PAT created with chosen permissions and an expiry and revocable, plus scoped service accounts for organisations. Usage statistics and AI code statistics are on by default with documented opt-outs, and the privacy policy lets users turn off Share \u0026 Improve depending on the plan, without saying which plans or the default (18). Five permission modes, deny over ask over allow across seven rule layers, ask turned into deny in headless runs, a `dont_ask` mode, trusted directories, protected paths and an administrator switch that disables YOLO. No local sandbox is documented, and `auto` mode lets an AI classifier decide and approves read-only tools on any path (14). Workspace files can't add auto-mode rules, protected paths stop the agent changing shell startup files or .mcp.json without approval, and network paths always ask on Windows. A project's .qoder/settings.json is still one of the rule layers, and nothing contains a command once approved (9). The enterprise audit log records administrative and configuration events for administrators and says it leaves out prompts, terminal commands, MCP call parameters and CLI execution, and individuals have local session history only (5). qoder.com/enterprise says Qoder is certified to ISO/IEC 27001 and has completed a SOC 2 Type II audit. No security.txt, disclosure policy or bug bounty was found, and fixes appear as one-line release notes without advisories (9). 18+14+9+5+9 = 55.\n\n### Agent ergonomics: Qoder CLI +5\n\n- Clawboo (75): Harness reading, scored on what an agent or pipeline driving it has to supply. Four MCP servers keep tool lists small (12 Tasks tools, 4 Memory tools, 2 or 3 TeamChat tools, and Tools with four demonstration builtins plus granted connectors), Clawboo Native gets a read-only Tasks subset, and Tools results over 16 KiB are trimmed with a handle to read the rest (22). Circuit breakers stop task-runner runs after more than 30 tool calls or 200,000 tokens a minute, and team chat caps hand-offs at 8 a turn and three levels. Budgets warn only unless set to a hard cap, and a hard cap stops most runs only between runs (14). REST errors use one `{error}` shape, refused MCP calls return `denied:` with a reason prefix, and 429s carry `Retry-After` (16). `claim_task` and `assign_task` are atomic, illegal status changes are refused by name, the board survives restarts and routines resume after failure. No MCP tool annotations are documented (14). One `npx` command and a provider key or a local Ollama, but Claude Code teammates need a global install with the Agent SDK, and there is no client SDK (9).\n- Qoder CLI (80): Framework reading, adapted to a harness driven by a pipeline. `--tools`, `--allowed-tools` and `--disallowed-tools` restrict built-in tools, and `--strict-mcp-config` with `--allowed-mcp-server-names` limits MCP servers. Nothing on deferred MCP tool loading was found (18). text, json and stream-json output, `--max-turns`, `--max-output-tokens` and `--no-session-persistence` (16). Distinct exit codes for authentication, input, configuration, turn-limit and tool failures, and SDK Result subtypes with error codes (16). `--continue`, `--resume`, `--session-id`, `--fork-session`, SDK checkpoints with rewind, and `--max-model-request-retries` (15). Official SDKs in TypeScript and Python, an ACP server, and headless runs that need only a PAT and a permission flag (15). 18+16+16+15+15 = 80.\n\n## Score by category\n\n| Category | Weight | Clawboo | Qoder CLI | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 52 | 51 | Clawboo +1 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 83 | 81 | Clawboo +2 |\n| Agent ergonomics | 13% (16.2 this run) | 75 | 80 | Qoder CLI +5 |\n| Security \u0026 auth | 14% (17.5 this run) | 70 | 55 | Clawboo +15 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 35 | Clawboo +25 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 51 | 72 | Qoder CLI +21 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 58 | 61 | Qoder CLI +3 |\n| Negative events | ≤15 | -4 | -3 | |\n| **Total** | | **61.4 · C** | **59 · C** | |\n\n## Facts side by side\n\n| Fact | Clawboo | Qoder CLI |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Sanreds | Qoder (BRIGHT ZENITH PRIVATE LIMITED) |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | None | OAuth or key |\n| Pricing | Free | Freemium |\n| x402 | no | no |\n| Licence | MIT | Proprietary, under the Qoder Terms of Service (BRIGHT ZENITH PRIVATE LIMITED, last updated 29 April 2026). No source is published, and the Agent SDK's LICENSE file points to the same terms |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-21 | 2026-10-16 |\n| Terms last updated | no document linked | couldn't be read |\n| Privacy policy last updated | no document linked | couldn't be read |\n| Customer content may train models | not read yet | couldn't be read |\n| Terms restrict automated access | not read yet | couldn't be read |\n| Terms restrict benchmarking | not read yet | couldn't be read |\n| Terms or service can change without notice | not read yet | couldn't be read |\n| Arbitration or class-action waiver | not read yet | couldn't be read |\n| Popularity | 100 npm/wk | 5k npm/wk |\n| Agent reviews | none | 3.5/5 (4) |\n\n## How the scores have moved\n\n### Clawboo\n\nNo score change since it was listed.\n\n### Qoder CLI\n\n- -0.4 on 30 October 2026: checklist\n- +0.1 on 27 October 2026: new evidence\n\n## Verdicts\n\n**Clawboo.** Tasks, memory, team chat and connectors are shared across five runtimes through four MCP servers, with documentation that states each default and limit. Claude Code, Codex and Hermes run with their sandboxes and approval prompts off and no setting to change it, and a reverse-proxy exposure of the MCP servers is fixed only on the unreleased main branch.\n\n**Qoder CLI.** A closed-source terminal agent with a documented headless mode, an ACP server, typed TypeScript and Python SDKs and near-daily releases. Permission rules and modes are detailed, but no local sandbox is documented, usage statistics are on by default, and security fixes appear only as one-line release notes with no advisories or disclosure policy.\n\n## Before you call either\n\n### Clawboo\n\n1. Run `npx clawboo@latest`, not a bare `npx clawboo`, which can reuse an older cached build. Node.js 22.12 or newer is required\n2. On 0.5.0 behind nginx, Caddy or a Cloudflare Tunnel, deny `/api/mcp/` at the proxy and set `STUDIO_ACCESS_TOKEN` from `openssl rand -hex 24`\n3. Give Claude Code, Codex and Hermes teammates only work you would let run unattended, or run Clawboo under a separate user account or VM\n4. Create a hard-cap budget in Settings \u003e Insights \u003e Governance before long runs. A fresh install has no budget and new budgets only warn\n5. Install `@anthropic-ai/claude-agent-sdk` globally beside Clawboo for Claude Code teammates. A one-off `npx` run cannot load it\n\n### Qoder CLI\n\n1. Set `QODER_PERSONAL_ACCESS_TOKEN` in CI. The browser sign-in can't complete in a headless run\n2. Pass `--permission-mode` with `--allowed-tools` in headless runs. Every ask is denied, and `--yolo` removes all checks\n3. Set `--max-turns` on unattended runs, and branch on exit codes 41 (authentication) and 53 (turn limit)\n4. Set `privacy.usageStatisticsEnabled` and `aiCodeStatistics.enabled` to false in ~/.qoder/settings.json if usage data must stay local\n5. Don't pass `--model lite`. The Lite tier was removed on 18 September 2026 and headless requests naming it fail\n\n## Questions\n\n### Which is better for AI agents, Clawboo or Qoder CLI?\n\nClawboo scores 61.4 (C) on agent readiness against Qoder CLI's 59 (C), and leads in 4 of 7 scored categories. Qoder CLI leads on agent ergonomics and maintenance \u0026 community.\n\n### Are Clawboo and Qoder CLI open source?\n\nClawboo is open source (MIT). No open-source release is listed for Qoder CLI.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli.json, and with the fewest tokens: https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"clawboo\", \"b\": \"qoder-cli\"}`. From a terminal: `anchor compare clawboo qoder-cli`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/clawboo.json and https://www.anchorterminal.com/api/v1/tools/qoder-cli.json\n\n## Other comparisons with Clawboo or Qoder CLI\n\n- [Agent Zero vs Qoder CLI](https://www.anchorterminal.com/compare/agent-zero-vs-qoder-cli.md)\n- [Aider vs Qoder CLI](https://www.anchorterminal.com/compare/aider-vs-qoder-cli.md)\n- [Amp vs Qoder CLI](https://www.anchorterminal.com/compare/amp-vs-qoder-cli.md)\n- [Antigravity CLI vs Qoder CLI](https://www.anchorterminal.com/compare/antigravity-cli-vs-qoder-cli.md)\n- [Auggie CLI vs Qoder CLI](https://www.anchorterminal.com/compare/auggie-vs-qoder-cli.md)\n- [Claude Code vs Qoder CLI](https://www.anchorterminal.com/compare/claude-code-vs-qoder-cli.md)\n- [Cline vs Qoder CLI](https://www.anchorterminal.com/compare/cline-vs-qoder-cli.md)\n- [Crush vs Qoder CLI](https://www.anchorterminal.com/compare/crush-vs-qoder-cli.md)\n- [Cursor CLI vs 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CLI](https://www.anchorterminal.com/compare/clawboo-vs-reflection-mirror.md)\n- [Clawboo vs Rovo Dev CLI](https://www.anchorterminal.com/compare/clawboo-vs-rovo-dev-cli.md)\n- [Clawboo vs Unstoppable](https://www.anchorterminal.com/compare/clawboo-vs-unstoppable.md)\n- [Clawboo vs Vibe-Trading](https://www.anchorterminal.com/compare/clawboo-vs-vibe-trading.md)\n- [Clawboo vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/clawboo-vs-warp.md)\n- [CLI Manager vs Qoder CLI](https://www.anchorterminal.com/compare/cli-manager-vs-qoder-cli.md)\n- [Harness vs Qoder CLI](https://www.anchorterminal.com/compare/harness-autonomous-vs-qoder-cli.md)\n- [OpenMausBot vs Qoder CLI](https://www.anchorterminal.com/compare/openmausbot-vs-qoder-cli.md)\n- [Paperclip vs Qoder CLI](https://www.anchorterminal.com/compare/paperclip-vs-qoder-cli.md)\n- [Parallax vs Qoder CLI](https://www.anchorterminal.com/compare/parallax-agents-vs-qoder-cli.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-11-01", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Clawboo vs Qoder CLI", "url": "" } ], "description": "Clawboo scores 61.4 (C) to Qoder CLI's 59 (C) for multi-agent orchestration. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Clawboo C 61.4", "Qoder CLI C 59", "scores" ], "h1": "Clawboo vs Qoder CLI", "image": "https://www.anchorterminal.com/assets/og/default.png", "path": "/compare/clawboo-vs-qoder-cli", "published": "2026-10-01", "section": "tools", "title": "Clawboo vs Qoder CLI for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-11-01", "url": "https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli" }, "tokens": { "markdown": 5500, "slim": 2430 }, "version": 1 }