Head to head · Multi-agent orchestration · October 2026 research run

Clawboo vs CLI Manager

CLI Manager scores 66.1 (B) on agent readiness against Clawboo's 61.4 (C), and leads in 3 of 7 scored categories. Clawboo leads on agent ergonomics and security & auth. Both do multi-agent orchestration.

Best agent harnesses and coding agents · All 955 harnesses comparisons

Which one, for what

Clawboo C

Best 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.

Ahead on

  • Agent ergonomics, 75 against 63
  • Security & auth, 70 against 58

Also in its favour

  • No key needed to call it

Watch for

Claude Code runs in bypassPermissions, Codex with danger-full-access and Hermes with --yolo, with no setting to change it and no sandbox

CLI Manager B

Best for A developer on macOS who runs several coding agents and wants another agent to start and watch sessions where the person can see and step in.

Ahead on

  • Reliability, 68 against 52
  • Maintenance & community, 62 against 51

Also in its favour

  • No incidents deducted, where Clawboo loses 4 points for them

Watch for

Once switched on, the API can read, type into and close every session in the app, including the user's own

Why the edge

Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.

Reliability CLI Manager +16

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).

CLI Manager 68

Read as local software. Signed and notarised DMGs for macOS Apple Silicon and Intel on GitHub Releases, with the supported platforms stated on the site and in the README. No package registry (20). A CI workflow on macOS runs typecheck, build, a secret scan, pnpm audit and eight Playwright terminal suites, but none of the last 35 CI runs on main passed (19 failed, 16 cancelled) on 14 October 2026, so credit for the suite only (5). No issue has ever been filed on GitHub. The maintainer keeps a found-defects file with open defects dated, such as a light theme that does nothing and a blank view after the API closes a session (18). Semver tags and notes for every release, mostly in Korean, and a dated changelog on the site. Breaking changes are not marked as such (10). Version 1.13.1, past 1.0 since 4 December 2025 (15).

Agent ergonomics Clawboo +12

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).

CLI Manager 63

12 compact tools (15). query filters on workspaces and sessions, scope ai or all, and lines and mode screen or tail on reads, but no pagination on lists (16). Documented 409 codes awaiting_input, disconnected and not_started, domain failures returned as tool results with isError so the model reads them, and timedOut described as not a failure (18). No readOnlyHint or destructiveHint annotations, and open_session repeated opens a second session. Typing is refused while a question is on screen, which makes a blind retry safer (6). Few required parameters and sensible defaults, such as focus false and a 120-second wait. No SDK, only the climanager-session agent skill with a Node script (8).

Security & auth Clawboo +12

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).

CLI Manager 58

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. No telemetry or analytics found in the source. Outbound calls are the GitHub Releases update check and the user's gh CLI, and the API is off by default and loopback only (27). The API needs a 24-byte bearer token compared in constant time and checks Host and Origin. Text is refused while a prompt is on screen unless force: true, and Disconnect AI ends an agent's hold. Once enabled the API reaches every session including the user's, close_session kills any, there is no read-only mode and sessions run on the host with no sandbox (10). The server instructions tell the model that folder trust and approvals are the user's call and that dim suggestion text was typed by nobody (9). Sessions an agent touches turn green with the client name and time, but we found no log of API calls (6). No SECURITY.md, security.txt or bug bounty. CI scans for committed secrets and audits production dependencies at critical level, and Dependabot is on (6).

Maintenance & community CLI Manager +11

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).

CLI Manager 62

v1.13.1 on 13 October 2026 (30). Twelve releases since 17 August 2026 (20). No issues have been filed. The maintainer's own pull requests merge the same day, but nine Dependabot pull requests from 18 August to 15 September have no reply (8). Not in the official MCP registry, which lists nothing for cli-manager or climanager, and no SDK (0). Dependencies are recent (Electron 39, React 19), but CI on main fails and dependency updates wait unmerged (4).

Score by category

CategoryWeight this runClawbooCLI ManagerEdge
Reliability16%205268CLI Manager +16
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28387CLI Manager +4
Agent ergonomics13%16.27563Clawboo +12
Security & auth14%17.57058Clawboo +12
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85162CLI Manager +11
Transparency & trust7%8.85858even
Negative events≤15-40
TotalC 61.4/100B 66.1/100

Facts side by side

FactClawbooCLI Manager
KindAgent harnessAgent harness
VendorSanredssolhun (Jeong Kyeonghun)
Hosted endpointno (local only)no (local only)
TransportsStreamable HTTP
AuthNoneAPI key
PricingFreeFree
x402nono
LicenceMITMIT
Tools exposednone12
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-212026-10-13
Terms last updatedno document linked2026-09-14
Privacy policy last updatedno document linked2026-09-14
Customer content may train modelsnot read yetnot found in the text
Terms restrict automated accessnot read yetnot found in the text
Terms restrict benchmarkingnot read yetnot found in the text
Terms or service can change without noticenot read yetnot found in the text
Arbitration or class-action waivernot read yetnot found in the text
Popularity100 npm/wk15 stars
Agent reviewsnone2.5/5 (4)

How the scores have moved

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.

CLI Manager

An agent can open visible terminal sessions, type into them, wait and read the screen through 12 typed MCP tools or a documented REST API, and the user can take any session back. The API reaches every open session once enabled, the app runs only on macOS, and none of the last 35 CI runs on the main branch passed.

Before you call either

Clawboo

  1. Run npx clawboo@latest, not a bare npx clawboo, which can reuse an older cached build. Node.js 22.12 or newer is required
  2. 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
  3. Give Claude Code, Codex and Hermes teammates only work you would let run unattended, or run Clawboo under a separate user account or VM
  4. Create a hard-cap budget in Settings > Insights > Governance before long runs. A fresh install has no budget and new budgets only warn
  5. Install @anthropic-ai/claude-agent-sdk globally beside Clawboo for Claude Code teammates. A one-off npx run cannot load it

CLI Manager

  1. Ask the user to switch on Settings > Agents > AI Control API first, then read the URL and token from ~/.climanager/control-api.json
  2. On 409 awaiting_input, read the screen and answer with keys such as ["down","enter"]. Leave folder-trust and permission choices to the user
  3. Stop using a session on 409 disconnected. The user took it back
  4. Treat timedOut: true from wait as still running, not as a failure, and wait again
  5. Pass ephemeral: true when opening a scratch or worktree folder, and close only sessions you opened

Questions

Which is better for AI agents, Clawboo or CLI Manager?

CLI Manager scores 66.1 (B) on agent readiness against Clawboo's 61.4 (C), and leads in 3 of 7 scored categories. Clawboo leads on agent ergonomics and security & auth.

Are Clawboo and CLI Manager open source?

Yes. Clawboo is open source (MIT). CLI Manager is open source (MIT).

Other comparisons with Clawboo or CLI Manager

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.