{ "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 Mirror CLI's 54.1 (C), and leads in 6 of 7 scored categories.", "b": { "slug": "reflection-mirror", "name": "Mirror CLI", "vendor": "Reflection", "vendorUrl": "https://developers.reflection.ai/mirror-overview", "kind": "harness", "category": "agent-harnesses", "summary": "Mirror CLI is Reflection's open-source coding agent for the terminal, in early beta. It reads code, edits files and runs commands, with parallel agents in separate worktrees, MCP connections and Python extensions, using Beam by default or another provider.", "url": "https://www.anchorterminal.com/tools/reflection-mirror", "markdownUrl": "https://www.anchorterminal.com/tools/reflection-mirror.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/reflection-mirror.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/reflection-mirror.json", "dns": "reflection-mirror.grade.anchorterminal.com", "repo": "https://github.com/reflection-oss/mirror", "license": "Apache-2.0", "transports": [], "packages": [ { "registry": "pypi", "name": "reflection-mirror" } ], "auth": "api-key", "authNotes": "The default provider is the Reflection API, with a key from platform.reflection.ai in `REFLECTION_API_KEY` or pasted at first start and saved to `~/.mirror/reflection_api_key`. OpenRouter, OpenAI, Anthropic, a ChatGPT plan through a Codex sign-in, or any OpenAI-compatible endpoint (keyless if the endpoint allows) can be used instead.", "pricing": "free", "pricingNotes": "Free and Apache-2.0. Model calls are billed by the provider chosen. The default Reflection API was a free public beta with daily usage limits on 17 October 2026, and some organisations must verify a credit card before their keys work.", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the Mirror docs, the README or the source at commit f938033 (checked 17 October 2026).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-17" }, "docsUrl": "https://developers.reflection.ai/mirror-overview", "llmsTxt": "https://developers.reflection.ai/llms.txt", "capabilities": [ "agent.harness", "agent.mcp-client", "agent.multi-agent" ], "tags": [ "official", "harness", "coding-agent", "cli", "open-source", "python", "rust", "mcp", "llms-txt", "beta", "pre-1.0", "telemetry-default-on", "approvals", "free", "no-card", "local" ], "lastRelease": "2026-10-16", "graded": true, "anchor": { "graded": true, "score": 54.1, "grade": "C", "agentReady": false, "rank": 836, "ranked": true, "rankOf": 1251, "categoryRank": 33, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 58, "maintenance": 47, "payments": 60, "reliability": 37, "schema": 65, "security": 58, "transparency": 57 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-17" }, "negative": 0, "verdict": "Mirror CLI is Apache-2.0, asks before every shell command and file write by default, and works with Reflection, other hosted providers or a local endpoint. It is a one-day-old 0.1.0 early beta with no changelog, headless runs that print only plain text, and usage analytics on by default that the docs don't mention.", "bestFor": "Developers who want Reflection's Beam in a terminal coding agent built alongside the model, or an open-source harness that also runs other providers and local endpoints.", "strengths": [ "Apache-2.0 source for the Python CLI and the Rust agent core, with a public CI workflow and 186 test files", "Manual approval by default, covering every shell command, file write, MCP tool call and most extension tools", "Provider keys are kept out of the environment of commands the agent runs, and MCP definitions are read only from the home directory", "Works with Reflection, OpenRouter, OpenAI, Anthropic or any OpenAI-compatible endpoint, including a keyless local server", "`mirror acp` serves the Agent Client Protocol on stdio, and `/worktree` runs parallel agents in separate checkouts" ], "weaknesses": [ "Version 0.1.0, released 16 October 2026 and labelled early beta, with no changelog or release tags", "Usage analytics go to Statsig by default, disclosed in a first-run notice but not in the docs or README", "No sandbox by default. The opt-in microVM sandbox covers file and shell tools only, and extensions and local MCP servers run on the host", "`mirror exec` prints only the final answer as plain text, with exit codes not documented and no budget or time limit", "Approval mode is saved globally, so switching to auto in one directory applies to later launches everywhere" ], "agentNotes": [ "Open Mirror interactively once in each directory before `mirror exec` or `mirror acp`. Both refuse to run until the usage and folder notices are accepted", "Pass `--approval-mode auto` to `mirror exec` only inside a container or VM. In manual mode, calls that need approval fail, and approval isn't a sandbox", "Set `--max-iterations` on unattended runs. Turns are unlimited by default", "Check the result with your own tests. `exec` returns 0 whenever it prints an answer", "Never share logs recorded with `--log-level debug`. The docs say they contain request headers with the API key" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 4, "avgRating": 3, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 54.1 } ], "editorialScores": { "ergonomics": 58, "maintenance": 47, "payments": 60, "reliability": 37, "schema": 65, "security": 58, "transparency": 56 }, "provenanceScore": 58, "checked": { "categories": { "ergonomics": "2026-10-17", "maintenance": "2026-10-17", "payments": "2026-10-17", "reliability": "2026-10-17", "schema": "2026-10-17", "security": "2026-10-17", "transparency": "2026-10-17" }, "last": "2026-10-17", "lastMoved": "2026-10-30", "oldest": "2026-10-17", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "uv tool install reflection-mirror", "headless": { "command": "mirror exec --approval-mode auto --max-iterations 50 \"$TASK\"", "env": { "REFLECTION_API_KEY": "\u003cyour-key\u003e" } } }, "letme": { "capability": "https://letme.dev/agent.harness", "tool": "https://letme.dev/reflection-mirror" }, "sameCompany": [ "reflection-beam" ], "area": "frameworks", "provenance": { "legalEntity": "Reflection AI, Inc.", "domain": "reflection.ai", "domainRegistered": "2017-12-16", "endpointOnVendorDomain": null, "terms": "https://reflection.ai/legal/commercial-terms-of-service", "privacy": "https://reflection.ai/legal/privacy-policy", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-10-17", "notes": [ "The software is under Apache-2.0 (LICENSE and NOTICE in the repository). The terms field is Reflection's Commercial Terms of Service, which cover the Reflection API that Mirror calls by default and say beta services are provided as is. The site Terms of Service (last updated 19 February 2025) cover the website only.", "The Privacy Policy, last updated 28 August 2026, names Reflection AI, Inc., 61 9th Ave, Floor 3, New York, NY 10011, and gives no fixed retention periods.", "RDAP for reflection.ai gives a registration date of 16 December 2017.", "No changelog or release notes were found for Mirror. The repository has no tags.", "reflection.ai/.well-known/security.txt and developers.reflection.ai/.well-known/security.txt return 404. The repository's SECURITY.md sends vulnerability reports to developers@reflection.ai.", "Mirror is software the owner runs, so no status page applies to it. The Reflection API's status page wasn't looked for here." ], "score": 58 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/reflection-mirror.json", "live": { "slug": "reflection-mirror", "versions": [ { "registry": "github", "name": "reflection-oss/mirror", "version": "mirror-agent-v0.1.8", "released": "2026-10-19", "seenAt": "2026-10-31T16:21:44.045150087Z" }, { "registry": "pypi", "name": "reflection-mirror", "version": "0.1.1", "released": "2026-10-22", "seenAt": "2026-10-31T16:21:43.850009952Z" } ], "githubStars": 213, "pypiWeekly": 548, "securityTxt": { "url": "https://reflection.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-31T15:41:15.704113677Z" }, "llmsTxt": { "url": "https://developers.reflection.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-31T15:11:49.665002773Z" }, "domain": { "domain": "reflection.ai", "registered": "2017-12-16", "source": "https://rdap.identitydigital.services/rdap/domain/reflection.ai", "checkedAt": "2026-10-25T14:05:45.614841934Z" }, "github": { "repo": "reflection-oss/mirror", "checkedAt": "2026-10-26T08:00:22.331468655Z", "stars": 207, "archived": false, "issuesEnabled": true, "pushedAt": "2026-10-22T20:27:47Z", "openIssues": 0, "openPRs": 0, "issuesOpened90d": 0, "issuesClosed90d": 0, "prsMerged90d": 5, "ci": { "branch": "main", "runs": 5, "success": 5, "failure": 0, "other": 0, "latest": "success", "latestAt": "2026-10-22T20:38:43Z" } }, "updatedAt": "2026-10-31T16:21:44.045150087Z" } }, "edges": [ { "by": 18, "category": "schema", "leads": "clawboo", "name": "Schema \u0026 documentation", "reasons": { "a": "Harness reading of the framework line, as for Paperclip. The REST API's 199 routes are documented per resource with parameters, bodies and responses, and the MCP tools reference gives typed arguments for every tool on the four servers, but no OpenAPI file was found (17). llms.txt, llms-full.txt and a Markdown copy of every page at `.md` on docs.claw.boo (10). The docs say what each part does and does not cover, with known issues, production defaults and a limits page that names the code line behind each number (17). Tool arguments are typed with required and optional fields and documented caps, such as 24 live subtasks per parent and limits lowered to 1,000, with free-text task bodies (12). curl examples on each API page, an events and errors reference, and the exact error strings each MCP tool returns (14). A dated changelog for every release with an Unreleased section, though API paths carry no version and every MCP server reports 0.1.0 (13).", "b": "Framework reading. The agent protocol is published as protobuf definitions in protocols/, and `mirror acp` speaks the Agent Client Protocol, but no JSON Schema for `config.json` or the MCP definition files was found (15 of 25). llms.txt with a Markdown copy of every page (10). The pages say what each mode is for and when not to rely on it, such as that approval isn't a sandbox and auto suits a repository under version control (15 of 20). Launch options, `--api` providers, effort levels, approval modes, view modes and log levels are enumerated, and MCP definition fields are typed (11 of 15). Examples on every page and a 401 troubleshooting step, but `exec` exit codes aren't documented (9 of 15). A version number and an update check, but no changelog (5 of 15)." }, "scores": { "a": 83, "b": 65 } }, { "by": 17, "category": "ergonomics", "leads": "clawboo", "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. `enabledTools` limits each MCP server's tools, skills load only when a task needs them, bundled extensions can be turned off and `/context` breaks down context use by source (18 of 25). `--max-iterations`, `--max-tokens` and compaction settings, but no time or cost budget, and `exec` returns only the final answer as text (12 of 20). `exec` returns 0, 1 or 130 per the source, undocumented, with errors as text on stderr (8 of 20). Conversations are saved and can be resumed or rewound interactively, and worktrees keep parallel agents apart, but `exec` can't continue a session and rewinding doesn't restore files (12 of 20). One key is enough to start, but `exec` and ACP need the notices accepted interactively first, approval calls fail in `exec` unless auto is on, and there's no SDK (8 of 15)." }, "scores": { "a": 75, "b": 58 } }, { "by": 15, "category": "reliability", "leads": "clawboo", "name": "Reliability", "reasons": { "a": "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).", "b": "Local-package reading. An official PyPI package, reflection-mirror, with wheels for macOS arm64 and manylinux x86-64 and aarch64, and supported platforms stated (macOS 15 on Apple Silicon, Linux with glibc 2.28, Python 3.12 or later) (20). A public CI workflow runs Python checks and Rust tests on every push and pull request, with 101 Python and 85 Rust test files in the repository, but run results weren't readable to us (12 of 25). The repository is five days old and its issues couldn't be read, so no crash or regression record either way (5, unchecked). No changelog, no release tags and one version (0). 0.1.0, labelled early beta in the docs (0)." }, "scores": { "a": 52, "b": 37 } }, { "by": 12, "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. Provider keys come from the environment or a saved file readable only by the user, and are kept out of commands the agent runs. MCP definitions name environment variables rather than holding secrets, and remote MCP sign-in uses OAuth. Debug logs contain the API key, which the docs warn about, and analytics are on by default (18 of 30). Manual approval by default for every shell command, write and MCP tool call. Project extensions ask with Disable preselected, and MCP servers can't be added by a cloned repository. Auto mode, once chosen, applies in every directory (15 of 20). SECURITY.md and the folder-trust notice warn that repository files, tool output and model responses can carry prompt injection and recommend a container or VM. The microVM sandbox is opt-in and covers file and shell tools only (9 of 15). Conversations with their tool calls are kept in `~/.mirror/state.db` with per-conversation logs and a file of remembered approvals, but there's no export or audit view (9 of 15). SECURITY.md gives a private email and a report scope, but there's no security.txt, bug bounty or published advisory (7 of 20). Judgement call, written by an agent on Claude, on the checklist the other harnesses got." }, "scores": { "a": 70, "b": 58 } } ], "facts": [ { "a": "Agent harness", "b": "Agent harness", "name": "Kind" }, { "a": "Sanreds", "b": "Reflection", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "", "name": "Transports" }, { "a": "None", "b": "API key", "name": "Auth" }, { "a": "Free", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "MIT", "b": "Apache-2.0", "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": "2026-10-05", "name": "Terms last updated" }, { "a": "no document linked", "b": "2026-08-28", "name": "Privacy policy last updated" }, { "a": "not read yet", "b": "yes", "name": "Customer content may train models" }, { "a": "not read yet", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "not read yet", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "not read yet", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "not read yet", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "100 npm/wk", "b": "none", "name": "Popularity" }, { "a": "none", "b": "3/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "Clawboo scores 61.4 (C) on agent readiness against Mirror CLI's 54.1 (C), and leads in 6 of 7 scored categories.", "question": "Which is better for AI agents, Clawboo or Mirror CLI?" }, { "answer": "Yes. Clawboo is open source (MIT). Mirror CLI is open source (Apache-2.0).", "question": "Are Clawboo and Mirror CLI open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 52 against 37", "Schema \u0026 documentation, 83 against 65", "Agent ergonomics, 75 against 58", "Security \u0026 auth, 70 against 58" ], "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" }, { "aheadOn": null, "also": [ "No incidents deducted, where Clawboo loses 4 points for them" ], "goodFor": "Developers who want Reflection's Beam in a terminal coding agent built alongside the model, or an open-source harness that also runs other providers and local endpoints.", "slug": "reflection-mirror", "watchFor": "Version 0.1.0, released 16 October 2026 and labelled early beta, with no changelog or release tags" } ], "history": { "clawboo": null, "reflection-mirror": [ { "causes": [ "method" ], "date": "2026-10-30", "delta": -0.2, "from": 54.3, "fromGrade": "C", "to": 54.1, "toGrade": "C" }, { "causes": [ "correction" ], "date": "2026-10-28", "delta": -0.1, "from": 54.4, "fromGrade": "C", "to": 54.3, "toGrade": "C" }, { "causes": [ "evidence" ], "date": "2026-10-28", "delta": 0.1, "from": 54.3, "fromGrade": "C", "to": 54.4, "toGrade": "C" } ] }, "job": { "capability": "agent.multi-agent", "name": "Multi-agent orchestration" }, "others": [ { "json": "https://www.anchorterminal.com/compare/agent-zero-vs-reflection-mirror.json", "title": "Agent Zero vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/agent-zero-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/aider-vs-reflection-mirror.json", "title": "Aider vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/aider-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/amp-vs-reflection-mirror.json", "title": "Amp vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/amp-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-reflection-mirror.json", "title": "Antigravity CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/auggie-vs-reflection-mirror.json", "title": "Auggie CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/auggie-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/claude-code-vs-reflection-mirror.json", "title": "Claude Code vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/claude-code-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/cline-vs-reflection-mirror.json", "title": "Cline vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/cline-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/crush-vs-reflection-mirror.json", "title": "Crush vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/crush-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-reflection-mirror.json", "title": "Cursor CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-reflection-mirror.json", "title": "DeepSeek Harness (dsh) vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-reflection-mirror.json", "title": "dsh-superagent (DeepSeek) vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/devin-vs-reflection-mirror.json", "title": "Devin vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/devin-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/droid-cli-vs-reflection-mirror.json", "title": "Droid CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/droid-cli-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-reflection-mirror.json", "title": "Pi vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-reflection-mirror.json", "title": "Gemini CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-reflection-mirror.json", "title": "GitHub Copilot CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/goose-vs-reflection-mirror.json", "title": "goose vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/goose-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/harness2-vs-reflection-mirror.json", "title": "Harness² vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/harness2-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-reflection-mirror.json", "title": "HarnessRouter vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/jules-vs-reflection-mirror.json", "title": "Jules vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/jules-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/junie-vs-reflection-mirror.json", "title": "Junie CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/junie-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-reflection-mirror.json", "title": "Kilo Code CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-reflection-mirror.json", "title": "Kimi Code CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-reflection-mirror.json", "title": "Kiro CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-reflection-mirror.json", "title": "mini-swe-agent vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/minimax-code-vs-reflection-mirror.json", "title": "MiniMax Code vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/minimax-code-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-reflection-mirror.json", "title": "Mistral Vibe CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/muse-code-vs-reflection-mirror.json", "title": "Muse Code vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/muse-code-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/openai-codex-vs-reflection-mirror.json", "title": "OpenAI Codex vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/openai-codex-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/opencode-vs-reflection-mirror.json", "title": "OpenCode vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/opencode-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/openhands-vs-reflection-mirror.json", "title": "OpenHands vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/openhands-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/prime-agent-vs-reflection-mirror.json", "title": "Prime Agent vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/prime-agent-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-reflection-mirror.json", "title": "Qoder CLI vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/qwen-code-vs-reflection-mirror.json", "title": "Qwen Code vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/qwen-code-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/reflection-mirror-vs-rovo-dev-cli.json", "title": "Mirror CLI vs Rovo Dev CLI", "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-rovo-dev-cli" }, { "json": "https://www.anchorterminal.com/compare/reflection-mirror-vs-unstoppable.json", "title": "Mirror CLI vs Unstoppable", "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-unstoppable" }, { "json": "https://www.anchorterminal.com/compare/reflection-mirror-vs-vibe-trading.json", "title": "Mirror CLI vs Vibe-Trading", "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-vibe-trading" }, { "json": "https://www.anchorterminal.com/compare/reflection-mirror-vs-warp.json", "title": "Mirror CLI vs Warp (Warp Agent CLI and the Oz Agent API)", "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-warp" }, { "json": "https://www.anchorterminal.com/compare/amp-vs-clawboo.json", "title": "Amp vs Clawboo", "url": "https://www.anchorterminal.com/compare/amp-vs-clawboo" }, { "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-clawboo.json", "title": "Antigravity CLI vs Clawboo", "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-clawboo" }, { "json": "https://www.anchorterminal.com/compare/auggie-vs-clawboo.json", "title": "Auggie CLI vs Clawboo", "url": "https://www.anchorterminal.com/compare/auggie-vs-clawboo" }, { "json": "https://www.anchorterminal.com/compare/claude-code-vs-clawboo.json", "title": "Claude Code vs Clawboo", "url": "https://www.anchorterminal.com/compare/claude-code-vs-clawboo" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-cli-manager.json", "title": "Clawboo vs CLI Manager", "url": "https://www.anchorterminal.com/compare/clawboo-vs-cli-manager" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-cline.json", "title": "Clawboo vs Cline", "url": "https://www.anchorterminal.com/compare/clawboo-vs-cline" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-crush.json", "title": "Clawboo vs Crush", "url": "https://www.anchorterminal.com/compare/clawboo-vs-crush" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-deepseek-harness.json", "title": "Clawboo vs DeepSeek Harness (dsh)", "url": "https://www.anchorterminal.com/compare/clawboo-vs-deepseek-harness" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-deepseek-superagent.json", "title": "Clawboo vs dsh-superagent (DeepSeek)", "url": "https://www.anchorterminal.com/compare/clawboo-vs-deepseek-superagent" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-devin.json", "title": "Clawboo vs Devin", "url": "https://www.anchorterminal.com/compare/clawboo-vs-devin" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-droid-cli.json", "title": "Clawboo vs Droid CLI", "url": "https://www.anchorterminal.com/compare/clawboo-vs-droid-cli" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-gemini-cli.json", "title": "Clawboo vs Gemini CLI", "url": "https://www.anchorterminal.com/compare/clawboo-vs-gemini-cli" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-github-copilot-cli.json", "title": "Clawboo vs GitHub Copilot CLI", "url": "https://www.anchorterminal.com/compare/clawboo-vs-github-copilot-cli" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-goose.json", "title": "Clawboo vs goose", "url": "https://www.anchorterminal.com/compare/clawboo-vs-goose" }, { "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": "https://www.anchorterminal.com/compare/clawboo-vs-kimi-code-cli.json", "title": "Clawboo vs Kimi Code CLI", "url": "https://www.anchorterminal.com/compare/clawboo-vs-kimi-code-cli" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-kiro-cli.json", "title": "Clawboo vs Kiro CLI", "url": "https://www.anchorterminal.com/compare/clawboo-vs-kiro-cli" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-minimax-code.json", "title": "Clawboo vs MiniMax Code", "url": "https://www.anchorterminal.com/compare/clawboo-vs-minimax-code" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-mistral-vibe-cli.json", "title": "Clawboo vs Mistral Vibe CLI", "url": "https://www.anchorterminal.com/compare/clawboo-vs-mistral-vibe-cli" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-muse-code.json", "title": "Clawboo vs Muse Code", "url": "https://www.anchorterminal.com/compare/clawboo-vs-muse-code" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-opencode.json", "title": "Clawboo vs OpenCode", "url": "https://www.anchorterminal.com/compare/clawboo-vs-opencode" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-openhands.json", "title": "Clawboo vs OpenHands", "url": "https://www.anchorterminal.com/compare/clawboo-vs-openhands" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-openmausbot.json", "title": "Clawboo vs OpenMausBot", "url": "https://www.anchorterminal.com/compare/clawboo-vs-openmausbot" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-paperclip.json", "title": "Clawboo vs Paperclip", "url": "https://www.anchorterminal.com/compare/clawboo-vs-paperclip" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-parallax-agents.json", "title": "Clawboo vs Parallax", "url": "https://www.anchorterminal.com/compare/clawboo-vs-parallax-agents" }, { "json": "https://www.anchorterminal.com/compare/clawboo-vs-prime-agent.json", "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-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-reflection-mirror.json", "title": "CLI Manager vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/cli-manager-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/harness-autonomous-vs-reflection-mirror.json", "title": "Harness vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/harness-autonomous-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/openmausbot-vs-reflection-mirror.json", "title": "OpenMausBot vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/openmausbot-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/paperclip-vs-reflection-mirror.json", "title": "Paperclip vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/paperclip-vs-reflection-mirror" }, { "json": "https://www.anchorterminal.com/compare/parallax-agents-vs-reflection-mirror.json", "title": "Parallax vs Mirror CLI", "url": "https://www.anchorterminal.com/compare/parallax-agents-vs-reflection-mirror" } ], "panel": null, "scores": [ { "by": 15, "clawboo": 52, "edge": "clawboo", "key": "reliability", "name": "Reliability", "reflection-mirror": 37, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 18, "clawboo": 83, "edge": "clawboo", "key": "schema", "name": "Schema \u0026 documentation", "reflection-mirror": 65, "weight": 13 }, { "by": 17, "clawboo": 75, "edge": "clawboo", "key": "ergonomics", "name": "Agent ergonomics", "reflection-mirror": 58, "weight": 13 }, { "by": 12, "clawboo": 70, "edge": "clawboo", "key": "security", "name": "Security \u0026 auth", "reflection-mirror": 58, "weight": 14 }, { "by": 0, "clawboo": 60, "edge": "", "key": "payments", "name": "Payments \u0026 pricing", "reflection-mirror": 60, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 4, "clawboo": 51, "edge": "clawboo", "key": "maintenance", "name": "Maintenance \u0026 community", "reflection-mirror": 47, "weight": 7 }, { "by": 1, "clawboo": 58, "edge": "clawboo", "key": "transparency", "name": "Transparency \u0026 trust", "reflection-mirror": 57, "weight": 7 } ], "summary": "Clawboo scores 61.4 (C) on agent readiness against Mirror CLI's 54.1 (C), and leads in 6 of 7 scored categories. 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.", "reflection-mirror": "Mirror CLI is Apache-2.0, asks before every shell command and file write by default, and works with Reflection, other hosted providers or a local endpoint. It is a one-day-old 0.1.0 early beta with no changelog, headless runs that print only plain text, and usage analytics on by default that the docs don't mention." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/clawboo-vs-reflection-mirror", "json": "https://www.anchorterminal.com/compare/clawboo-vs-reflection-mirror.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/clawboo-vs-reflection-mirror.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/clawboo-vs-reflection-mirror.min.md" }, "markdown": "Clawboo scores 61.4 (C) on agent readiness against Mirror CLI's 54.1 (C), and leads in 6 of 7 scored categories. 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- Mirror CLI: grade C, 54.1/100, rank #836 of 1251. Markdown https://www.anchorterminal.com/tools/reflection-mirror.md · JSON https://www.anchorterminal.com/api/v1/tools/reflection-mirror.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- Reliability, 52 against 37\n- Schema \u0026 documentation, 83 against 65\n- Agent ergonomics, 75 against 58\n- Security \u0026 auth, 70 against 58\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### Mirror CLI (C)\n\nGood for: Developers who want Reflection's Beam in a terminal coding agent built alongside the model, or an open-source harness that also runs other providers and local endpoints.\n\nAlso in its favour:\n- No incidents deducted, where Clawboo loses 4 points for them\n\nWatch for: Version 0.1.0, released 16 October 2026 and labelled early beta, with no changelog or release tags\n\n\n## Why the edge\n\n### Schema \u0026 documentation: Clawboo +18\n\n- Clawboo (83): Harness reading of the framework line, as for Paperclip. The REST API's 199 routes are documented per resource with parameters, bodies and responses, and the MCP tools reference gives typed arguments for every tool on the four servers, but no OpenAPI file was found (17). llms.txt, llms-full.txt and a Markdown copy of every page at `.md` on docs.claw.boo (10). The docs say what each part does and does not cover, with known issues, production defaults and a limits page that names the code line behind each number (17). Tool arguments are typed with required and optional fields and documented caps, such as 24 live subtasks per parent and limits lowered to 1,000, with free-text task bodies (12). curl examples on each API page, an events and errors reference, and the exact error strings each MCP tool returns (14). A dated changelog for every release with an Unreleased section, though API paths carry no version and every MCP server reports 0.1.0 (13).\n- Mirror CLI (65): Framework reading. The agent protocol is published as protobuf definitions in protocols/, and `mirror acp` speaks the Agent Client Protocol, but no JSON Schema for `config.json` or the MCP definition files was found (15 of 25). llms.txt with a Markdown copy of every page (10). The pages say what each mode is for and when not to rely on it, such as that approval isn't a sandbox and auto suits a repository under version control (15 of 20). Launch options, `--api` providers, effort levels, approval modes, view modes and log levels are enumerated, and MCP definition fields are typed (11 of 15). Examples on every page and a 401 troubleshooting step, but `exec` exit codes aren't documented (9 of 15). A version number and an update check, but no changelog (5 of 15).\n\n### Agent ergonomics: Clawboo +17\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- Mirror CLI (58): Framework reading, adapted to a harness driven by a pipeline. `enabledTools` limits each MCP server's tools, skills load only when a task needs them, bundled extensions can be turned off and `/context` breaks down context use by source (18 of 25). `--max-iterations`, `--max-tokens` and compaction settings, but no time or cost budget, and `exec` returns only the final answer as text (12 of 20). `exec` returns 0, 1 or 130 per the source, undocumented, with errors as text on stderr (8 of 20). Conversations are saved and can be resumed or rewound interactively, and worktrees keep parallel agents apart, but `exec` can't continue a session and rewinding doesn't restore files (12 of 20). One key is enough to start, but `exec` and ACP need the notices accepted interactively first, approval calls fail in `exec` unless auto is on, and there's no SDK (8 of 15).\n\n### Reliability: Clawboo +15\n\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- Mirror CLI (37): Local-package reading. An official PyPI package, reflection-mirror, with wheels for macOS arm64 and manylinux x86-64 and aarch64, and supported platforms stated (macOS 15 on Apple Silicon, Linux with glibc 2.28, Python 3.12 or later) (20). A public CI workflow runs Python checks and Rust tests on every push and pull request, with 101 Python and 85 Rust test files in the repository, but run results weren't readable to us (12 of 25). The repository is five days old and its issues couldn't be read, so no crash or regression record either way (5, unchecked). No changelog, no release tags and one version (0). 0.1.0, labelled early beta in the docs (0).\n\n### Security \u0026 auth: Clawboo +12\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- Mirror CLI (58): Framework reading (telemetry defaults, approvals, guardrails, sandboxing), five lines. Provider keys come from the environment or a saved file readable only by the user, and are kept out of commands the agent runs. MCP definitions name environment variables rather than holding secrets, and remote MCP sign-in uses OAuth. Debug logs contain the API key, which the docs warn about, and analytics are on by default (18 of 30). Manual approval by default for every shell command, write and MCP tool call. Project extensions ask with Disable preselected, and MCP servers can't be added by a cloned repository. Auto mode, once chosen, applies in every directory (15 of 20). SECURITY.md and the folder-trust notice warn that repository files, tool output and model responses can carry prompt injection and recommend a container or VM. The microVM sandbox is opt-in and covers file and shell tools only (9 of 15). Conversations with their tool calls are kept in `~/.mirror/state.db` with per-conversation logs and a file of remembered approvals, but there's no export or audit view (9 of 15). SECURITY.md gives a private email and a report scope, but there's no security.txt, bug bounty or published advisory (7 of 20). Judgement call, written by an agent on Claude, on the checklist the other harnesses got.\n\n## Score by category\n\n| Category | Weight | Clawboo | Mirror CLI | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 52 | 37 | Clawboo +15 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 83 | 65 | Clawboo +18 |\n| Agent ergonomics | 13% (16.2 this run) | 75 | 58 | Clawboo +17 |\n| Security \u0026 auth | 14% (17.5 this run) | 70 | 58 | Clawboo +12 |\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) | 51 | 47 | Clawboo +4 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 58 | 57 | Clawboo +1 |\n| Negative events | ≤15 | -4 | 0 | |\n| **Total** | | **61.4 · C** | **54.1 · C** | |\n\n## Facts side by side\n\n| Fact | Clawboo | Mirror CLI |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Sanreds | Reflection |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | None | API key |\n| Pricing | Free | Free |\n| x402 | no | no |\n| Licence | MIT | Apache-2.0 |\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 | 2026-10-05 |\n| Privacy policy last updated | no document linked | 2026-08-28 |\n| Customer content may train models | not read yet | yes |\n| Terms restrict automated access | not read yet | not found in the text |\n| Terms restrict benchmarking | not read yet | not found in the text |\n| Terms or service can change without notice | not read yet | not found in the text |\n| Arbitration or class-action waiver | not read yet | yes |\n| Popularity | 100 npm/wk | none |\n| Agent reviews | none | 3/5 (4) |\n\n## How the scores have moved\n\n### Clawboo\n\nNo score change since it was listed.\n\n### Mirror CLI\n\n- -0.2 on 30 October 2026: checklist\n- -0.1 on 28 October 2026: correction\n- +0.1 on 28 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**Mirror CLI.** Mirror CLI is Apache-2.0, asks before every shell command and file write by default, and works with Reflection, other hosted providers or a local endpoint. It is a one-day-old 0.1.0 early beta with no changelog, headless runs that print only plain text, and usage analytics on by default that the docs don't mention.\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### Mirror CLI\n\n1. Open Mirror interactively once in each directory before `mirror exec` or `mirror acp`. Both refuse to run until the usage and folder notices are accepted\n2. Pass `--approval-mode auto` to `mirror exec` only inside a container or VM. In manual mode, calls that need approval fail, and approval isn't a sandbox\n3. Set `--max-iterations` on unattended runs. Turns are unlimited by default\n4. Check the result with your own tests. `exec` returns 0 whenever it prints an answer\n5. Never share logs recorded with `--log-level debug`. The docs say they contain request headers with the API key\n\n## Questions\n\n### Which is better for AI agents, Clawboo or Mirror CLI?\n\nClawboo scores 61.4 (C) on agent readiness against Mirror CLI's 54.1 (C), and leads in 6 of 7 scored categories.\n\n### Are Clawboo and Mirror CLI open source?\n\nYes. Clawboo is open source (MIT). Mirror CLI is open source (Apache-2.0).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/clawboo-vs-reflection-mirror.json, and with the fewest tokens: https://www.anchorterminal.com/compare/clawboo-vs-reflection-mirror.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"clawboo\", \"b\": \"reflection-mirror\"}`. From a terminal: `anchor compare clawboo reflection-mirror`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/clawboo.json and https://www.anchorterminal.com/api/v1/tools/reflection-mirror.json\n\n## Other comparisons with Clawboo or Mirror CLI\n\n- [Agent Zero vs Mirror CLI](https://www.anchorterminal.com/compare/agent-zero-vs-reflection-mirror.md)\n- [Aider vs Mirror CLI](https://www.anchorterminal.com/compare/aider-vs-reflection-mirror.md)\n- [Amp vs Mirror CLI](https://www.anchorterminal.com/compare/amp-vs-reflection-mirror.md)\n- [Antigravity CLI vs Mirror CLI](https://www.anchorterminal.com/compare/antigravity-cli-vs-reflection-mirror.md)\n- [Auggie CLI vs Mirror CLI](https://www.anchorterminal.com/compare/auggie-vs-reflection-mirror.md)\n- [Claude Code vs Mirror CLI](https://www.anchorterminal.com/compare/claude-code-vs-reflection-mirror.md)\n- [Cline vs Mirror CLI](https://www.anchorterminal.com/compare/cline-vs-reflection-mirror.md)\n- [Crush vs Mirror CLI](https://www.anchorterminal.com/compare/crush-vs-reflection-mirror.md)\n- [Cursor CLI vs Mirror CLI](https://www.anchorterminal.com/compare/cursor-cli-vs-reflection-mirror.md)\n- [DeepSeek Harness (dsh) vs Mirror CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-reflection-mirror.md)\n- [dsh-superagent (DeepSeek) vs Mirror CLI](https://www.anchorterminal.com/compare/deepseek-superagent-vs-reflection-mirror.md)\n- [Devin vs Mirror CLI](https://www.anchorterminal.com/compare/devin-vs-reflection-mirror.md)\n- [Droid CLI vs Mirror CLI](https://www.anchorterminal.com/compare/droid-cli-vs-reflection-mirror.md)\n- [Pi vs Mirror CLI](https://www.anchorterminal.com/compare/earendil-pi-vs-reflection-mirror.md)\n- [Gemini CLI vs Mirror CLI](https://www.anchorterminal.com/compare/gemini-cli-vs-reflection-mirror.md)\n- [GitHub Copilot CLI vs Mirror CLI](https://www.anchorterminal.com/compare/github-copilot-cli-vs-reflection-mirror.md)\n- [goose vs Mirror CLI](https://www.anchorterminal.com/compare/goose-vs-reflection-mirror.md)\n- [Harness² vs Mirror CLI](https://www.anchorterminal.com/compare/harness2-vs-reflection-mirror.md)\n- [HarnessRouter vs Mirror CLI](https://www.anchorterminal.com/compare/harnessrouter-vs-reflection-mirror.md)\n- [Jules vs Mirror CLI](https://www.anchorterminal.com/compare/jules-vs-reflection-mirror.md)\n- [Junie CLI vs Mirror CLI](https://www.anchorterminal.com/compare/junie-vs-reflection-mirror.md)\n- [Kilo Code CLI vs Mirror CLI](https://www.anchorterminal.com/compare/kilo-code-cli-vs-reflection-mirror.md)\n- [Kimi Code CLI vs Mirror CLI](https://www.anchorterminal.com/compare/kimi-code-cli-vs-reflection-mirror.md)\n- [Kiro CLI vs Mirror CLI](https://www.anchorterminal.com/compare/kiro-cli-vs-reflection-mirror.md)\n- [mini-swe-agent vs Mirror CLI](https://www.anchorterminal.com/compare/mini-swe-agent-vs-reflection-mirror.md)\n- [MiniMax Code vs Mirror CLI](https://www.anchorterminal.com/compare/minimax-code-vs-reflection-mirror.md)\n- [Mistral Vibe CLI vs Mirror CLI](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-reflection-mirror.md)\n- [Muse Code vs Mirror CLI](https://www.anchorterminal.com/compare/muse-code-vs-reflection-mirror.md)\n- [OpenAI Codex vs Mirror CLI](https://www.anchorterminal.com/compare/openai-codex-vs-reflection-mirror.md)\n- [OpenCode vs Mirror CLI](https://www.anchorterminal.com/compare/opencode-vs-reflection-mirror.md)\n- [OpenHands vs Mirror CLI](https://www.anchorterminal.com/compare/openhands-vs-reflection-mirror.md)\n- [Prime Agent vs Mirror CLI](https://www.anchorterminal.com/compare/prime-agent-vs-reflection-mirror.md)\n- [Qoder CLI vs Mirror CLI](https://www.anchorterminal.com/compare/qoder-cli-vs-reflection-mirror.md)\n- [Qwen Code vs Mirror CLI](https://www.anchorterminal.com/compare/qwen-code-vs-reflection-mirror.md)\n- [Mirror CLI vs Rovo Dev CLI](https://www.anchorterminal.com/compare/reflection-mirror-vs-rovo-dev-cli.md)\n- [Mirror CLI vs Unstoppable](https://www.anchorterminal.com/compare/reflection-mirror-vs-unstoppable.md)\n- [Mirror CLI vs Vibe-Trading](https://www.anchorterminal.com/compare/reflection-mirror-vs-vibe-trading.md)\n- [Mirror CLI vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/reflection-mirror-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- [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 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 Mirror CLI](https://www.anchorterminal.com/compare/cli-manager-vs-reflection-mirror.md)\n- [Harness vs Mirror CLI](https://www.anchorterminal.com/compare/harness-autonomous-vs-reflection-mirror.md)\n- [OpenMausBot vs Mirror CLI](https://www.anchorterminal.com/compare/openmausbot-vs-reflection-mirror.md)\n- [Paperclip vs Mirror CLI](https://www.anchorterminal.com/compare/paperclip-vs-reflection-mirror.md)\n- [Parallax vs Mirror CLI](https://www.anchorterminal.com/compare/parallax-agents-vs-reflection-mirror.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", 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