{ "data": { "a": { "slug": "axlr", "name": "AXLR", "vendor": "Underpass AI", "vendorUrl": "https://axlr.underpassai.com", "kind": "harness", "category": "agent-harnesses", "summary": "Open-source Go execution engine for agentic work from Underpass AI. A console with work modes and approval cards, an mTLS HTTP, gRPC and MCP service, a JSON worker and a Go library, with KMP memory and MADE procedures over MCP.", "url": "https://www.anchorterminal.com/tools/axlr", "markdownUrl": "https://www.anchorterminal.com/tools/axlr.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/axlr.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/axlr.json", "dns": "axlr.grade.anchorterminal.com", "repo": "https://github.com/underpass-ai/AXLR", "license": "Apache-2.0, with a NOTICE naming Tirso García Ibáñez as the copyright holder", "transports": [], "packages": [ { "registry": "go", "name": "github.com/underpass-ai/AXLR" }, { "registry": "oci", "name": "ghcr.io/underpass-ai/axlr" }, { "registry": "oci", "name": "ghcr.io/underpass-ai/charts/axlr" } ], "auth": "mixed", "authNotes": "The console and the one-command `axlr-tui --exec` need a model route, an OpenRouter key (`OPENROUTER_API_KEY` or `credentials.json`, mode 0600), a local OpenAI-compatible server, or an Anthropic Messages or OpenAI Responses key in a `local_models` entry; the JSON worker and the library tests need no model account. The service, `axlr-serve`, requires TLS 1.3 and a client certificate signed by its CA whose SHA-256 fingerprint is mapped in a private principals file to a principal and the roles `session_client`, `approver`, `tool_operator` and `admin`; an unmapped certificate is forbidden, a session belongs to the principal that created it, and authentication never approves a tool by itself. MCP at `/mcp` is stateless and authenticated per request by the same certificate; gRPC uses the TLS peer certificate.", "pricing": "free", "pricingNotes": "Free and open source under Apache-2.0, with nothing to buy from Underpass AI. You pay your model provider (OpenRouter reports a cost per request, which the console's `/usage` and `max_session_usd` track) or run a local server at no charge; TypeSafe's Jev judge is optional and needs its own key. No hosted AXLR exists (checked 2026-11-01).", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the repository, the OpenAPI file or the two sites (checked 2026-11-01). Nothing is sold.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 0, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-11-01" }, "docsUrl": "https://axlr.underpassai.com/docs/", "openapi": "https://github.com/underpass-ai/AXLR/blob/main/api/openapi/axlr-v1.yaml", "capabilities": [ "agent.harness", "agent.mcp-client", "agent.multi-agent" ], "tags": [ "open-source", "local", "self-hosted", "free", "no-card", "go", "cli", "mcp-client", "openapi", "grpc", "docker", "helm", "sandbox", "approvals", "pre-1.0", "new" ], "lastRelease": "2026-10-25", "graded": true, "anchor": { "graded": true, "score": 70.6, "grade": "BB", "agentReady": true, "rank": 168, "ranked": true, "rankOf": 1253, "categoryRank": 3, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 83, "maintenance": 79, "payments": 60, "reliability": 70, "schema": 80, "security": 62, "transparency": 55 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-01" }, "negative": 0, "verdict": "A pre-1.0 Go harness with an unusually complete service contract, mutual TLS with principal roles, required idempotency keys, a policy, budget and sandbox per execution, and a result object a program can read. The console's defaults after setup are autonomy on and no sandbox, the project has one maintainer and no outside users yet, and releases carry no notes.", "bestFor": "A program or bot that needs one governed execution at a time, with a policy, a budget, a sandbox profile and correlation ids it sets itself and a result object it reads back, on a machine it controls, with the model on OpenRouter, a local server or a native Anthropic or OpenAI key.", "strengths": [ "mTLS HTTP, gRPC and MCP service with four principal roles, `Idempotency-Key` required on turns, approvals and direct calls, and `expected_revision` on decisions", "A policy (observe, propose, act-with-approval, act-within-policy), a budget in seconds, requests, tool calls and dollars, and a bubblewrap or container sandbox with an enforced egress allow list, each per execution", "`axlr-tui --exec --json` runs one task headless and ends with a result object; exit 0 done, 3 waiting for a decision, 1 error", "OpenRouter, local OpenAI-compatible servers (llama.cpp, vLLM, Ollama, LM Studio), and the Anthropic Messages and OpenAI Responses APIs spoken directly", "21 releases in October 2026 from a workflow that tests on six native runners and refuses to republish different bytes, with a `.sha256` beside every archive" ], "weaknesses": [ "The setup assistant turns autonomy on and leaves the exec sandbox off, so after setup the model's commands run with the person's rights, bar the destructive list", "Pre-1.0 with one maintainer, 0 stars and 10 open issues, all the founder's own trackers; releases have empty notes and there is no changelog", "The service needs KMP and MADE as remote gRPC services, a client CA and a principals file before a first session, and has no work modes, plugins or forged-tool setting yet", "No SECURITY.md, security.txt, advisories or disclosure route; the legal entity is not yet incorporated and no terms or privacy policy exist", "No llms.txt, and the Go library is the only SDK; the catalog registry answers every non-AXLR client with 403" ], "agentNotes": [ "Before the first prompt, set `approvals.autonomous` to false or run with `--approve none`, and turn `exec_sandbox.mode` to `auto` or `required` on Linux; after setup both default the other way", "Drive a run with `axlr-tui --exec --json --policy \u003cfile\u003e --budget \u003cfile\u003e --sandbox \u003cfile\u003e` and read only the last `result` line; exit 3 means a call waits for `--decide approve|deny` with `--session \u003cid\u003e`", "On the service, send `Idempotency-Key` (16 to 128 safe ASCII characters) on every turn, approval and direct call, and pass the session's `expected_revision`; a reused key with a different body answers 409", "A local model must return native tool calls (llama.cpp with `--jinja`, vLLM with `--enable-auto-tool-choice`); set `context_tokens` on the entry and `OLLAMA_CONTEXT_LENGTH` for Ollama", "Leave `TYPESAFE_API_KEY` unset unless you want the setup assistant to switch Jev on, which sends requests and final answers to TypeSafe" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "BB", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 70.6 } ], "editorialScores": { "ergonomics": 83, "maintenance": 79, "payments": 60, "reliability": 70, "schema": 80, "security": 62, "transparency": 68 }, "provenanceScore": 42, "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": "V=v0.15.0; OS=linux; ARCH=amd64; curl -fsSLO https://github.com/underpass-ai/AXLR/releases/download/$V/axlr-$V-$OS-$ARCH.tar.gz{,.sha256} \u0026\u0026 sha256sum -c axlr-$V-$OS-$ARCH.tar.gz.sha256 \u0026\u0026 tar xzf axlr-$V-$OS-$ARCH.tar.gz -C ~/.local/bin axlr axlr-tui axlr-serve # or build from source with Go 1.26", "headless": { "command": "axlr-tui --root \"$PWD\" --exec \"$TASK\" --json --approve none --policy policy.json --budget budget.json --sandbox sandbox.json", "decide": "axlr-tui --session \u003cid\u003e --decide approve --json", "env": { "OPENROUTER_API_KEY": "\u003ckey\u003e" } } }, "letme": { "capability": "https://letme.dev/agent.harness", "tool": "https://letme.dev/axlr" }, "area": "frameworks", "provenance": { "legalEntity": "", "domain": "underpassai.com", "domainRegistered": "2025-08-10", "endpointOnVendorDomain": null, "terms": "", "privacy": "", "statusPage": "", "changelog": "https://github.com/underpass-ai/AXLR/releases", "securityTxt": "none", "checked": "2026-11-01", "notes": [ "No legal entity exists yet. underpassai.com's footer says Underpass AI is a startup project created by Tirso García Ibáñez and preparing incorporation as a Spanish limited liability company, that the technical assets are founder-owned and intended to be assigned to the company after incorporation, and that licence terms are in each repository's LICENSE and NOTICE. The NOTICE names Tirso García Ibáñez as copyright holder. Recorded as absent with that explanation.", "No terms of service or privacy policy on underpassai.com (sitemap lists the home page and one article) or axlr.underpassai.com. For local software the docs' 'Where data goes' and 'Diagnostics and privacy' sections stand in.", "RDAP for underpassai.com gives registration on 2025-08-10 with Route 53 nameservers. The GitHub organisation underpass-ai was created on 2025-08-09, location Spain, 16 public repositories. The AXLR repository was created on 2026-09-29; the first tag and release, v0.1.0, is dated 2026-10-04, which is firstReleased.", "https://underpassai.com/.well-known/security.txt and https://axlr.underpassai.com/.well-known/security.txt answer 404; the repository has no SECURITY.md. No status page (local software). The changelog is the GitHub releases list, whose entries carry no notes.", "robots.txt on underpassai.com and axlr.underpassai.com allow everything. registry.underpassai.com answers every path, robots.txt included, with 403 'forbidden: client is not AXLR', so nothing was read from it after that reply.", "The founder's LinkedIn URL is linked from underpassai.com and was not visited." ], "score": 42 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/axlr.json" }, "answer": "AXLR scores 70.6 (BB) on agent readiness against Clawboo's 61.4 (C), and leads in 3 of 7 scored categories. Clawboo leads on security \u0026 auth.", "b": { "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": 549, "ranked": true, "rankOf": 1253, "categoryRank": 16, "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", "live": { "slug": "clawboo", "versions": [ { "registry": "github", "name": "clawboo/clawboo", "version": "clawboo@0.5.0", "released": "2026-10-21", "seenAt": "2026-11-01T16:49:26.897483801Z" }, { "registry": "npm", "name": "clawboo", "version": "0.5.0", "seenAt": "2026-11-01T16:49:25.974482192Z" } ], "githubStars": 80, "npmWeekly": 100, "securityTxt": { "url": "https://claw.boo/.well-known/security.txt", "state": "none", "checkedAt": "2026-11-01T15:42:41.265579423Z" }, "llmsTxt": { "url": "https://docs.claw.boo/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-01T15:13:09.601474119Z" }, "domain": { "domain": "claw.boo", "registered": "2026-02-18", "source": "https://pubapi.registry.google/rdap/domain/claw.boo", "checkedAt": "2026-11-01T14:24:26.021449326Z" }, "pages": [ { "url": "https://docs.claw.boo/appendices/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-11-01T06:40:59.661455134Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "67d8243690d1" } ], "updatedAt": "2026-11-01T16:49:26.897483801Z" } }, "edges": [ { "by": 28, "category": "maintenance", "leads": "axlr", "name": "Maintenance \u0026 community", "reasons": { "a": "v0.15.0 on 2026-10-25, with commits on main to 2026-11-01 (30). 21 releases between 4 and 25 October 2026 (20). One maintainer (368 of 399 commits, the rest by two agent accounts), 10 open issues that are his own trackers with no comments, about 100 merged pull requests and no outside report to measure a reply against (15). Not in the MCP registry; the Go module and a proto to generate clients from are the only client code, beside the GHCR image and Helm chart (5). Go 1.26 toolchain pinned, release actions pinned by commit SHA, a go-licenses check that the third-party bundle matches the dependency graph, and CI passing on main (9). 30+20+15+5+9 = 79.", "b": "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)." }, "scores": { "a": 79, "b": 51 } }, { "by": 18, "category": "reliability", "leads": "axlr", "name": "Reliability", "reasons": { "a": "Read as a local package, as claude-code, goose, opencode and openhands were. Release archives for Linux, macOS and Windows on amd64 and arm64 with a `.sha256` beside each, a GHCR image, an OCI Helm chart and source builds with Go 1.26, all stated in the docs; no Homebrew, npm or apt route (20). CI on main runs vet, race tests and a coverage gate above 80 per cent for both modules, with the sandbox tests required under bubblewrap, and the last ten runs on main to 1 November 2026 all passed; the release workflow tests on six native runners (25). 10 open issues, all opened by the founder on 19 and 21 October 2026 as trackers for service work (work modes, plugins, the sandbox setting, cost limits), none from an outside user and none a crash report, 0 open pull requests and about 100 merged; with 0 stars there is nobody else to report, so the handling of outside reports is untested (20). Tags are semver 0.x and the docs date each behaviour change inline (\"until 14 October 2026…\"), but the 21 releases have empty notes, there is no CHANGELOG.md, and the product contract records one retirement (the seven 1.0 skill definitions on 5 October 2026) without a notice period (5). Pre-1.0, which the README calls an evolving project (0). 20+25+20+5+0 = 70.", "b": "Read as local software. The official npm package `clawboo` states Node.js 22.12 or newer, and the README says macOS, Linux and Windows are supported (20). `ci.yml` runs lint, typecheck, Vitest and a real-concurrency suite on Linux and platform suites on Windows and macOS, and `publish.yml` reruns build, lint, typecheck, tests and a clean-install boot before it publishes. 0.5.0 carries provenance from that workflow on main, so its checks passed at that commit, but run results on main couldn't be read (15). github.com was unreachable, so open crash and regression issues are unchecked. A known-issues page lists 25 entries with a status each, three of them fixed on main (5). Changesets write a changelog entry per release, and removals and the 0.2.0 database reset are called out, though breaking changes arrive in minor versions before 1.0 (12). Version 0.5.0, and SECURITY.md says pre-1.0 (0)." }, "scores": { "a": 70, "b": 52 } }, { "by": 8, "category": "ergonomics", "leads": "axlr", "name": "Agent ergonomics", "reasons": { "a": "Harness reading of the framework line, scored on what a program driving it has to supply. Six local tools plus the host's bookkeeping tools; work modes and an execution policy hide the tools a run may not use, `axlr_catalog` searches the catalog instead of loading it, forged tools keep the request prefix for the prompt cache, and a context cap of 75,000 prompt tokens opens a successor session (20). `local_read`, `local_search` and `local_list` page with `offset`, `next_offset` and `max_bytes`; `StreamEvents` takes `after`, `max_events` (1 to 256) and `wait_ms`; a budget per execution in seconds, requests, tool calls and dollars; 32 tool calls a turn and `max_session_usd` (20). The `--exec` run ends in one `result` line with a status, the pending call, every call's outcome and the usage, and exits 0, 3 or 1; service errors carry codes an agent can act on; a budget stop says which limit (`budget: requests 20 reached`) and leaves the session resumable (16). `Idempotency-Key` on every turn, approval and direct call with cross-transport replay, `expected_revision` on decisions, `expected_sha256` on worker writes, and an interrupted effectful call left `uncertain` for an operator rather than retried (19). One command runs a task, but the first launch needs an OpenRouter key or a local server, the service needs a CA, a principals file and remote KMP and MADE before a first session, and the only SDK is the Go library (8). 20+20+16+19+8 = 83.", "b": "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)." }, "scores": { "a": 83, "b": 75 } }, { "by": 8, "category": "security", "leads": "clawboo", "name": "Security \u0026 auth", "reasons": { "a": "Harness reading of the framework checklist, as for the other four 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. No product telemetry in the console source (the outbound hosts are openrouter.ai, api.anthropic.com, api.openai.com, a configured local server, api.github.com and github.com for engine downloads, and registry.underpassai.com for the signed catalog index) or in the docs; payload capture is off by default since 9 October 2026, traces omit prompts and credentials, model keys are never given to commands or plugins, and Jev sends requests and answers to TypeSafe only when on, which the setup assistant does when `TYPESAFE_API_KEY` is set, with a notice on stderr (27). Approval cards, a destructive list that always asks, four work modes, a policy level per execution, a bubblewrap or container sandbox with an enforced egress allow list, and a service that approves nothing but reads. Against that, the setup assistant writes `autonomous: true`, `exec_sandbox` is off by default, forged tools run with the person's rights, and the README says the console and worker are not sandboxes (13). Forged tools are refused when a file changes since the forge, a policy forbids calls outside the model, and the docs say MCP tools keep their own side effects, but no prompt-injection guidance was found and MCP results reach the model unmarked (6). The service keeps an event journal, audit records, a receipt with the SHA-256 of every call's arguments and outcome, and correlation ids on every event; the console keeps session records, a redacted app log and `/session` (14). No SECURITY.md, no security.txt on either host, no advisories, no bug bounty; release checksums and a minisign-signed catalog are integrity, not a programme (2). 27+13+6+14+2 = 62.", "b": "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)." }, "scores": { "a": 62, "b": 70 } } ], "facts": [ { "a": "Agent harness", "b": "Agent harness", "name": "Kind" }, { "a": "Underpass AI", "b": "Sanreds", "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": "Free", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Apache-2.0, with a NOTICE naming Tirso García Ibáñez as the copyright holder", "b": "MIT", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-25", "b": "2026-10-21", "name": "Last release" }, { "a": "no document linked", "b": "no document linked", "name": "Terms last updated" }, { "a": "no document linked", "b": "no document linked", "name": "Privacy policy last updated" }, { "a": "0 stars", "b": "100 npm/wk", "name": "Popularity" } ], "faq": [ { "answer": "AXLR scores 70.6 (BB) on agent readiness against Clawboo's 61.4 (C), and leads in 3 of 7 scored categories. Clawboo leads on security \u0026 auth.", "question": "Which is better for AI agents, AXLR or Clawboo?" }, { "answer": "Yes. AXLR is open source (Apache-2.0, with a NOTICE naming Tirso García Ibáñez as the copyright holder). Clawboo is open source (MIT).", "question": "Are AXLR and Clawboo open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 70 against 52", "Agent ergonomics, 83 against 75", "Maintenance \u0026 community, 79 against 51" ], "also": [ "Agent-ready, a grade of BB or better", "No incidents deducted, where Clawboo loses 4 points for them" ], "goodFor": "A program or bot that needs one governed execution at a time, with a policy, a budget, a sandbox profile and correlation ids it sets itself and a result object it reads back, on a machine it controls, with the model on OpenRouter, a local server or a native Anthropic or OpenAI key.", "slug": "axlr", "watchFor": "The setup assistant turns autonomy on and leaves the exec sandbox off, so after setup the model's commands run with the person's rights, bar the destructive list" }, { "aheadOn": [ "Security \u0026 auth, 70 against 62" ], "also": [ "No key needed to call it" ], "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" } ], "history": null, "job": { "capability": "agent.multi-agent", "name": "Multi-agent orchestration" }, "others": [ { "json": "https://www.anchorterminal.com/compare/agent-zero-vs-axlr.json", "title": "Agent Zero vs AXLR", "url": "https://www.anchorterminal.com/compare/agent-zero-vs-axlr" }, { "json": "https://www.anchorterminal.com/compare/aider-vs-axlr.json", "title": "Aider vs AXLR", "url": "https://www.anchorterminal.com/compare/aider-vs-axlr" }, { "json": "https://www.anchorterminal.com/compare/amp-vs-axlr.json", "title": "Amp vs AXLR", "url": "https://www.anchorterminal.com/compare/amp-vs-axlr" }, { "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-axlr.json", "title": "Antigravity CLI vs AXLR", "url": 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"json": "https://www.anchorterminal.com/compare/clawboo-vs-harness-autonomous.json", "title": "Clawboo vs Harness", "url": "https://www.anchorterminal.com/compare/clawboo-vs-harness-autonomous" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-harnessrouter.json", "title": "Clawboo vs HarnessRouter", "url": "https://www.anchorterminal.com/compare/clawboo-vs-harnessrouter" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-jules.json", "title": "Clawboo vs Jules", "url": "https://www.anchorterminal.com/compare/clawboo-vs-jules" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-junie.json", "title": "Clawboo vs Junie CLI", "url": "https://www.anchorterminal.com/compare/clawboo-vs-junie" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-kilo-code-cli.json", "title": "Clawboo vs Kilo Code CLI", "url": "https://www.anchorterminal.com/compare/clawboo-vs-kilo-code-cli" }, { "json": 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"title": "Clawboo vs Prime Agent", "url": "https://www.anchorterminal.com/compare/clawboo-vs-prime-agent" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli.json", "title": "Clawboo vs Qoder CLI", "url": "https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-qwen-code.json", "title": "Clawboo vs Qwen Code", "url": "https://www.anchorterminal.com/compare/clawboo-vs-qwen-code" }, { "json": "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" } ], "panel": null, "scores": [ { "axlr": 70, "by": 18, "clawboo": 52, "edge": "axlr", "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "axlr": 80, "by": 3, "clawboo": 83, "edge": "clawboo", "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "axlr": 83, "by": 8, "clawboo": 75, "edge": "axlr", "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "axlr": 62, "by": 8, "clawboo": 70, "edge": "clawboo", "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "axlr": 60, "by": 0, "clawboo": 60, "edge": "", "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "axlr": 79, "by": 28, "clawboo": 51, "edge": "axlr", "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "axlr": 55, "by": 3, "clawboo": 58, "edge": "clawboo", "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "AXLR scores 70.6 (BB) on agent readiness against Clawboo's 61.4 (C), and leads in 3 of 7 scored categories. Clawboo leads on security \u0026 auth. Both do multi-agent orchestration.", "tasks": null, "tutorials": [], "verdicts": { "axlr": "A pre-1.0 Go harness with an unusually complete service contract, mutual TLS with principal roles, required idempotency keys, a policy, budget and sandbox per execution, and a result object a program can read. The console's defaults after setup are autonomy on and no sandbox, the project has one maintainer and no outside users yet, and releases carry no notes.", "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." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/axlr-vs-clawboo", "json": "https://www.anchorterminal.com/compare/axlr-vs-clawboo.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/axlr-vs-clawboo.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/axlr-vs-clawboo.min.md" }, "markdown": "AXLR scores 70.6 (BB) on agent readiness against Clawboo's 61.4 (C), and leads in 3 of 7 scored categories. Clawboo leads on security \u0026 auth. Both do multi-agent orchestration.\n\n- AXLR: grade BB, 70.6/100, rank #168 of 1253. Markdown https://www.anchorterminal.com/tools/axlr.md · JSON https://www.anchorterminal.com/api/v1/tools/axlr.json\n- Clawboo: grade C, 61.4/100, rank #549 of 1253. Markdown https://www.anchorterminal.com/tools/clawboo.md · JSON https://www.anchorterminal.com/api/v1/tools/clawboo.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 1000 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### AXLR (BB)\n\nGood for: A program or bot that needs one governed execution at a time, with a policy, a budget, a sandbox profile and correlation ids it sets itself and a result object it reads back, on a machine it controls, with the model on OpenRouter, a local server or a native Anthropic or OpenAI key.\n\nAhead on:\n- Reliability, 70 against 52\n- Agent ergonomics, 83 against 75\n- Maintenance \u0026 community, 79 against 51\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- No incidents deducted, where Clawboo loses 4 points for them\n\nWatch for: The setup assistant turns autonomy on and leaves the exec sandbox off, so after setup the model's commands run with the person's rights, bar the destructive list\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 62\n\nAlso in its favour:\n- No key needed to call it\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\n## Why the edge\n\n### Maintenance \u0026 community: AXLR +28\n\n- AXLR (79): v0.15.0 on 2026-10-25, with commits on main to 2026-11-01 (30). 21 releases between 4 and 25 October 2026 (20). One maintainer (368 of 399 commits, the rest by two agent accounts), 10 open issues that are his own trackers with no comments, about 100 merged pull requests and no outside report to measure a reply against (15). Not in the MCP registry; the Go module and a proto to generate clients from are the only client code, beside the GHCR image and Helm chart (5). Go 1.26 toolchain pinned, release actions pinned by commit SHA, a go-licenses check that the third-party bundle matches the dependency graph, and CI passing on main (9). 30+20+15+5+9 = 79.\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\n### Reliability: AXLR +18\n\n- AXLR (70): Read as a local package, as claude-code, goose, opencode and openhands were. Release archives for Linux, macOS and Windows on amd64 and arm64 with a `.sha256` beside each, a GHCR image, an OCI Helm chart and source builds with Go 1.26, all stated in the docs; no Homebrew, npm or apt route (20). CI on main runs vet, race tests and a coverage gate above 80 per cent for both modules, with the sandbox tests required under bubblewrap, and the last ten runs on main to 1 November 2026 all passed; the release workflow tests on six native runners (25). 10 open issues, all opened by the founder on 19 and 21 October 2026 as trackers for service work (work modes, plugins, the sandbox setting, cost limits), none from an outside user and none a crash report, 0 open pull requests and about 100 merged; with 0 stars there is nobody else to report, so the handling of outside reports is untested (20). Tags are semver 0.x and the docs date each behaviour change inline (\"until 14 October 2026…\"), but the 21 releases have empty notes, there is no CHANGELOG.md, and the product contract records one retirement (the seven 1.0 skill definitions on 5 October 2026) without a notice period (5). Pre-1.0, which the README calls an evolving project (0). 20+25+20+5+0 = 70.\n- Clawboo (52): Read as local software. The official npm package `clawboo` states Node.js 22.12 or newer, and the README says macOS, Linux and Windows are supported (20). `ci.yml` runs lint, typecheck, Vitest and a real-concurrency suite on Linux and platform suites on Windows and macOS, and `publish.yml` reruns build, lint, typecheck, tests and a clean-install boot before it publishes. 0.5.0 carries provenance from that workflow on main, so its checks passed at that commit, but run results on main couldn't be read (15). github.com was unreachable, so open crash and regression issues are unchecked. A known-issues page lists 25 entries with a status each, three of them fixed on main (5). Changesets write a changelog entry per release, and removals and the 0.2.0 database reset are called out, though breaking changes arrive in minor versions before 1.0 (12). Version 0.5.0, and SECURITY.md says pre-1.0 (0).\n\n### Agent ergonomics: AXLR +8\n\n- AXLR (83): Harness reading of the framework line, scored on what a program driving it has to supply. Six local tools plus the host's bookkeeping tools; work modes and an execution policy hide the tools a run may not use, `axlr_catalog` searches the catalog instead of loading it, forged tools keep the request prefix for the prompt cache, and a context cap of 75,000 prompt tokens opens a successor session (20). `local_read`, `local_search` and `local_list` page with `offset`, `next_offset` and `max_bytes`; `StreamEvents` takes `after`, `max_events` (1 to 256) and `wait_ms`; a budget per execution in seconds, requests, tool calls and dollars; 32 tool calls a turn and `max_session_usd` (20). The `--exec` run ends in one `result` line with a status, the pending call, every call's outcome and the usage, and exits 0, 3 or 1; service errors carry codes an agent can act on; a budget stop says which limit (`budget: requests 20 reached`) and leaves the session resumable (16). `Idempotency-Key` on every turn, approval and direct call with cross-transport replay, `expected_revision` on decisions, `expected_sha256` on worker writes, and an interrupted effectful call left `uncertain` for an operator rather than retried (19). One command runs a task, but the first launch needs an OpenRouter key or a local server, the service needs a CA, a principals file and remote KMP and MADE before a first session, and the only SDK is the Go library (8). 20+20+16+19+8 = 83.\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\n### Security \u0026 auth: Clawboo +8\n\n- AXLR (62): Harness reading of the framework checklist, as for the other four 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. No product telemetry in the console source (the outbound hosts are openrouter.ai, api.anthropic.com, api.openai.com, a configured local server, api.github.com and github.com for engine downloads, and registry.underpassai.com for the signed catalog index) or in the docs; payload capture is off by default since 9 October 2026, traces omit prompts and credentials, model keys are never given to commands or plugins, and Jev sends requests and answers to TypeSafe only when on, which the setup assistant does when `TYPESAFE_API_KEY` is set, with a notice on stderr (27). Approval cards, a destructive list that always asks, four work modes, a policy level per execution, a bubblewrap or container sandbox with an enforced egress allow list, and a service that approves nothing but reads. Against that, the setup assistant writes `autonomous: true`, `exec_sandbox` is off by default, forged tools run with the person's rights, and the README says the console and worker are not sandboxes (13). Forged tools are refused when a file changes since the forge, a policy forbids calls outside the model, and the docs say MCP tools keep their own side effects, but no prompt-injection guidance was found and MCP results reach the model unmarked (6). The service keeps an event journal, audit records, a receipt with the SHA-256 of every call's arguments and outcome, and correlation ids on every event; the console keeps session records, a redacted app log and `/session` (14). No SECURITY.md, no security.txt on either host, no advisories, no bug bounty; release checksums and a minisign-signed catalog are integrity, not a programme (2). 27+13+6+14+2 = 62.\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\n## Score by category\n\n| Category | Weight | AXLR | Clawboo | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 70 | 52 | AXLR +18 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 80 | 83 | Clawboo +3 |\n| Agent ergonomics | 13% (16.2 this run) | 83 | 75 | AXLR +8 |\n| Security \u0026 auth | 14% (17.5 this run) | 62 | 70 | Clawboo +8 |\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) | 79 | 51 | AXLR +28 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 55 | 58 | Clawboo +3 |\n| Negative events | ≤15 | 0 | -4 | |\n| **Total** | | **70.6 · BB** | **61.4 · C** | |\n\n## Facts side by side\n\n| Fact | AXLR | Clawboo |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Underpass AI | Sanreds |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | OAuth or key | None |\n| Pricing | Free | Free |\n| x402 | no | no |\n| Licence | Apache-2.0, with a NOTICE naming Tirso García Ibáñez as the copyright holder | MIT |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | 2026-10-25 | 2026-10-21 |\n| Terms last updated | no document linked | no document linked |\n| Privacy policy last updated | no document linked | no document linked |\n| Popularity | 0 stars | 100 npm/wk |\n\n## Verdicts\n\n**AXLR.** A pre-1.0 Go harness with an unusually complete service contract, mutual TLS with principal roles, required idempotency keys, a policy, budget and sandbox per execution, and a result object a program can read. The console's defaults after setup are autonomy on and no sandbox, the project has one maintainer and no outside users yet, and releases carry no notes.\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## Before you call either\n\n### AXLR\n\n1. Before the first prompt, set `approvals.autonomous` to false or run with `--approve none`, and turn `exec_sandbox.mode` to `auto` or `required` on Linux; after setup both default the other way\n2. Drive a run with `axlr-tui --exec --json --policy \u003cfile\u003e --budget \u003cfile\u003e --sandbox \u003cfile\u003e` and read only the last `result` line; exit 3 means a call waits for `--decide approve|deny` with `--session \u003cid\u003e`\n3. On the service, send `Idempotency-Key` (16 to 128 safe ASCII characters) on every turn, approval and direct call, and pass the session's `expected_revision`; a reused key with a different body answers 409\n4. A local model must return native tool calls (llama.cpp with `--jinja`, vLLM with `--enable-auto-tool-choice`); set `context_tokens` on the entry and `OLLAMA_CONTEXT_LENGTH` for Ollama\n5. Leave `TYPESAFE_API_KEY` unset unless you want the setup assistant to switch Jev on, which sends requests and final answers to TypeSafe\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## Questions\n\n### Which is better for AI agents, AXLR or Clawboo?\n\nAXLR scores 70.6 (BB) on agent readiness against Clawboo's 61.4 (C), and leads in 3 of 7 scored categories. Clawboo leads on security \u0026 auth.\n\n### Are AXLR and Clawboo open source?\n\nYes. AXLR is open source (Apache-2.0, with a NOTICE naming Tirso García Ibáñez as the copyright holder). Clawboo is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/axlr-vs-clawboo.json, and with the fewest tokens: https://www.anchorterminal.com/compare/axlr-vs-clawboo.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"axlr\", \"b\": \"clawboo\"}`. From a terminal: `anchor compare axlr clawboo`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/axlr.json and https://www.anchorterminal.com/api/v1/tools/clawboo.json\n\n## Other comparisons with AXLR or Clawboo\n\n- [Agent Zero vs AXLR](https://www.anchorterminal.com/compare/agent-zero-vs-axlr.md)\n- [Aider vs AXLR](https://www.anchorterminal.com/compare/aider-vs-axlr.md)\n- [Amp vs AXLR](https://www.anchorterminal.com/compare/amp-vs-axlr.md)\n- [Antigravity CLI vs AXLR](https://www.anchorterminal.com/compare/antigravity-cli-vs-axlr.md)\n- [Auggie CLI vs AXLR](https://www.anchorterminal.com/compare/auggie-vs-axlr.md)\n- [AXLR vs Claude Code](https://www.anchorterminal.com/compare/axlr-vs-claude-code.md)\n- [AXLR vs Cline](https://www.anchorterminal.com/compare/axlr-vs-cline.md)\n- [AXLR vs Crush](https://www.anchorterminal.com/compare/axlr-vs-crush.md)\n- [AXLR vs Cursor CLI](https://www.anchorterminal.com/compare/axlr-vs-cursor-cli.md)\n- [AXLR vs DeepSeek Harness (dsh)](https://www.anchorterminal.com/compare/axlr-vs-deepseek-harness.md)\n- [AXLR vs dsh-superagent (DeepSeek)](https://www.anchorterminal.com/compare/axlr-vs-deepseek-superagent.md)\n- [AXLR vs Devin](https://www.anchorterminal.com/compare/axlr-vs-devin.md)\n- [AXLR vs Droid CLI](https://www.anchorterminal.com/compare/axlr-vs-droid-cli.md)\n- [AXLR vs Pi](https://www.anchorterminal.com/compare/axlr-vs-earendil-pi.md)\n- [AXLR vs Gemini CLI](https://www.anchorterminal.com/compare/axlr-vs-gemini-cli.md)\n- [AXLR vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/axlr-vs-github-copilot-cli.md)\n- [AXLR vs goose](https://www.anchorterminal.com/compare/axlr-vs-goose.md)\n- [AXLR vs Harness²](https://www.anchorterminal.com/compare/axlr-vs-harness2.md)\n- [AXLR vs HarnessRouter](https://www.anchorterminal.com/compare/axlr-vs-harnessrouter.md)\n- [AXLR vs Jules](https://www.anchorterminal.com/compare/axlr-vs-jules.md)\n- [AXLR vs Junie CLI](https://www.anchorterminal.com/compare/axlr-vs-junie.md)\n- [AXLR vs Kilo Code CLI](https://www.anchorterminal.com/compare/axlr-vs-kilo-code-cli.md)\n- [AXLR vs Kimi Code CLI](https://www.anchorterminal.com/compare/axlr-vs-kimi-code-cli.md)\n- [AXLR vs Kiro CLI](https://www.anchorterminal.com/compare/axlr-vs-kiro-cli.md)\n- [AXLR vs mini-swe-agent](https://www.anchorterminal.com/compare/axlr-vs-mini-swe-agent.md)\n- [AXLR vs MiniMax Code](https://www.anchorterminal.com/compare/axlr-vs-minimax-code.md)\n- [AXLR vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/axlr-vs-mistral-vibe-cli.md)\n- [AXLR vs Muse Code](https://www.anchorterminal.com/compare/axlr-vs-muse-code.md)\n- [AXLR vs OpenAI Codex](https://www.anchorterminal.com/compare/axlr-vs-openai-codex.md)\n- [AXLR vs OpenCode](https://www.anchorterminal.com/compare/axlr-vs-opencode.md)\n- [AXLR vs OpenHands](https://www.anchorterminal.com/compare/axlr-vs-openhands.md)\n- [AXLR vs OpenMausBot](https://www.anchorterminal.com/compare/axlr-vs-openmausbot.md)\n- [AXLR vs Prime Agent](https://www.anchorterminal.com/compare/axlr-vs-prime-agent.md)\n- [AXLR vs Qoder CLI](https://www.anchorterminal.com/compare/axlr-vs-qoder-cli.md)\n- [AXLR vs Qwen Code](https://www.anchorterminal.com/compare/axlr-vs-qwen-code.md)\n- [AXLR vs Mirror CLI](https://www.anchorterminal.com/compare/axlr-vs-reflection-mirror.md)\n- [AXLR vs Rovo Dev CLI](https://www.anchorterminal.com/compare/axlr-vs-rovo-dev-cli.md)\n- [AXLR vs Unstoppable](https://www.anchorterminal.com/compare/axlr-vs-unstoppable.md)\n- [AXLR vs Vibe-Trading](https://www.anchorterminal.com/compare/axlr-vs-vibe-trading.md)\n- [AXLR vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/axlr-vs-warp.md)\n- [Amp vs Clawboo](https://www.anchorterminal.com/compare/amp-vs-clawboo.md)\n- [Antigravity CLI vs Clawboo](https://www.anchorterminal.com/compare/antigravity-cli-vs-clawboo.md)\n- [Auggie CLI vs Clawboo](https://www.anchorterminal.com/compare/auggie-vs-clawboo.md)\n- [AXLR vs CLI Manager](https://www.anchorterminal.com/compare/axlr-vs-cli-manager.md)\n- [AXLR vs Harness](https://www.anchorterminal.com/compare/axlr-vs-harness-autonomous.md)\n- [AXLR vs Paperclip](https://www.anchorterminal.com/compare/axlr-vs-paperclip.md)\n- [AXLR vs Parallax](https://www.anchorterminal.com/compare/axlr-vs-parallax-agents.md)\n- [Claude Code vs Clawboo](https://www.anchorterminal.com/compare/claude-code-vs-clawboo.md)\n- [Clawboo vs CLI Manager](https://www.anchorterminal.com/compare/clawboo-vs-cli-manager.md)\n- [Clawboo vs Cline](https://www.anchorterminal.com/compare/clawboo-vs-cline.md)\n- [Clawboo vs Crush](https://www.anchorterminal.com/compare/clawboo-vs-crush.md)\n- [Clawboo vs DeepSeek Harness (dsh)](https://www.anchorterminal.com/compare/clawboo-vs-deepseek-harness.md)\n- [Clawboo vs dsh-superagent (DeepSeek)](https://www.anchorterminal.com/compare/clawboo-vs-deepseek-superagent.md)\n- [Clawboo vs Devin](https://www.anchorterminal.com/compare/clawboo-vs-devin.md)\n- [Clawboo vs Droid CLI](https://www.anchorterminal.com/compare/clawboo-vs-droid-cli.md)\n- [Clawboo vs Gemini CLI](https://www.anchorterminal.com/compare/clawboo-vs-gemini-cli.md)\n- [Clawboo vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/clawboo-vs-github-copilot-cli.md)\n- [Clawboo vs goose](https://www.anchorterminal.com/compare/clawboo-vs-goose.md)\n- [Clawboo vs Harness](https://www.anchorterminal.com/compare/clawboo-vs-harness-autonomous.md)\n- [Clawboo vs HarnessRouter](https://www.anchorterminal.com/compare/clawboo-vs-harnessrouter.md)\n- [Clawboo vs Jules](https://www.anchorterminal.com/compare/clawboo-vs-jules.md)\n- [Clawboo vs Junie CLI](https://www.anchorterminal.com/compare/clawboo-vs-junie.md)\n- [Clawboo vs Kilo Code CLI](https://www.anchorterminal.com/compare/clawboo-vs-kilo-code-cli.md)\n- [Clawboo vs Kimi Code CLI](https://www.anchorterminal.com/compare/clawboo-vs-kimi-code-cli.md)\n- [Clawboo vs Kiro CLI](https://www.anchorterminal.com/compare/clawboo-vs-kiro-cli.md)\n- [Clawboo vs MiniMax Code](https://www.anchorterminal.com/compare/clawboo-vs-minimax-code.md)\n- [Clawboo vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/clawboo-vs-mistral-vibe-cli.md)\n- [Clawboo vs Muse Code](https://www.anchorterminal.com/compare/clawboo-vs-muse-code.md)\n- [Clawboo vs OpenCode](https://www.anchorterminal.com/compare/clawboo-vs-opencode.md)\n- [Clawboo vs OpenHands](https://www.anchorterminal.com/compare/clawboo-vs-openhands.md)\n- [Clawboo vs OpenMausBot](https://www.anchorterminal.com/compare/clawboo-vs-openmausbot.md)\n- [Clawboo vs Paperclip](https://www.anchorterminal.com/compare/clawboo-vs-paperclip.md)\n- [Clawboo vs Parallax](https://www.anchorterminal.com/compare/clawboo-vs-parallax-agents.md)\n- [Clawboo vs Prime Agent](https://www.anchorterminal.com/compare/clawboo-vs-prime-agent.md)\n- [Clawboo vs Qoder CLI](https://www.anchorterminal.com/compare/clawboo-vs-qoder-cli.md)\n- [Clawboo vs Qwen Code](https://www.anchorterminal.com/compare/clawboo-vs-qwen-code.md)\n- [Clawboo vs Mirror 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", "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": "AXLR vs Clawboo", "url": "" } ], "description": "AXLR scores 70.6 (BB) to Clawboo's 61.4 (C) for multi-agent orchestration. 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