Rank
70
AI Agents & MCPs & AI Workflow Automation โข (~400 MCP servers for AI agents) โข AI Automation / AI Agent with MCPs โข AI Workflows & AI Agents โข MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). --- name: clawctl description: Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). metadata: {"openclaw":{"emoji":"๐ฐ\uFE0F","requires":{"bins":["clawctl"]}}} --- Setup Operational Rhythm Follow this pattern every session: 1. **Check in** โ clawctl checkin โ register presence, see unread count 2. **Read messages** โ clawctl inbox --unread โ read ALL messages before doing anythin Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.
Freshness
Last checked 2/23/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
clawctl is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). --- name: clawctl description: Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). metadata: {"openclaw":{"emoji":"๐ฐ\uFE0F","requires":{"bins":["clawctl"]}}} --- Setup Operational Rhythm Follow this pattern every session: 1. **Check in** โ clawctl checkin โ register presence, see unread count 2. **Read messages** โ clawctl inbox --unread โ read ALL messages before doing anythin
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 23, 2026
Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 23, 2026
Vendor
Lludlow
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/lludlow/clawctl.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Lludlow
Protocol compatibility
OpenClaw
Auth modes
api_key
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
1 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
3
Snippets
0
Languages
typescript
Parameters
bash
clawctl init # create the database export CLAW_AGENT=your-name # set identity (falls back to $USER with warning) export CLAW_DB=~/.openclaw/clawctl.db # optional, this is the default
text
Agent does work โ clawctl review <id> (creator auto-notified)
โ
Coordinator reviews โ clawctl show <id> (reads thread + result)
โ
clawctl approve <id> -m "LGTM" โ task moves to done
clawctl reject <id> -r "Needs X" โ task moves to pending (agent re-claims)text
pending โ claimed โ in_progress โ review โ done (approved)
โ blocked โ โ pending (rejected)
โ cancelledFull documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). --- name: clawctl description: Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). metadata: {"openclaw":{"emoji":"๐ฐ\uFE0F","requires":{"bins":["clawctl"]}}} --- Setup Operational Rhythm Follow this pattern every session: 1. **Check in** โ clawctl checkin โ register presence, see unread count 2. **Read messages** โ clawctl inbox --unread โ read ALL messages before doing anythin
clawctl init # create the database
export CLAW_AGENT=your-name # set identity (falls back to $USER with warning)
export CLAW_DB=~/.openclaw/clawctl.db # optional, this is the default
Follow this pattern every session:
clawctl checkin โ register presence, see unread countclawctl inbox --unread โ read ALL messages before doing anything else
clawctl msgclawctl list --mine โ see what's assigned to youclawctl next โ find highest-priority actionable taskclawctl show <id> โ read the full detail, message thread, and blockers BEFORE startingclawctl claim <id> then clawctl start <id>clawctl msg <agent> "update" --task <id> โ send updates during workclawctl review <id> โ this notifies the creator automaticallyclawctl next โ pick up the next taskDo NOT call clawctl done directly on tasks that need approval. Use review to submit, then wait for the coordinator to approve or reject.
This is the approval gate pattern. Use it for any work that needs sign-off.
Agent does work โ clawctl review <id> (creator auto-notified)
โ
Coordinator reviews โ clawctl show <id> (reads thread + result)
โ
clawctl approve <id> -m "LGTM" โ task moves to done
clawctl reject <id> -r "Needs X" โ task moves to pending (agent re-claims)
As the worker: After review, stop working on that task. Check inbox for the approve/reject decision. If rejected, read the reason with clawctl show <id>, fix the issue, and review again.
As the coordinator: When you see a task in review (via list, board, or inbox notification), use show <id> to inspect the work and message thread, then approve or reject with a reason.
Don't resort to raw SQL. These commands handle recovery:
| Problem | Fix |
|---------|-----|
| Task stuck in done/cancelled, needs redo | clawctl reset <id> (or --force if not owner) |
| Task blocked, blocker resolved | clawctl reset <id> to unblock |
| Need to find a task or message | clawctl search "keyword" |
| Don't know what a status symbol means | clawctl legend |
| Need full context on a task | clawctl show <id> (detail + messages + blockers) |
| Situation | Command |
|-----------|---------|
| New task | clawctl add "Subject" -d "Details" |
| New task for specific agent | clawctl add "Subject" --for <agent> -d "Details" |
| Find work | clawctl next then clawctl claim <id> |
| Understand a task | clawctl show <id> โ read detail, thread, blockers |
| Blocked | clawctl block <id> --by <blocker-id> and clawctl msg <owner> "blocked on #<id>" |
| Work done, needs approval | clawctl review <id> โ creator auto-notified |
| Work done, no approval needed | clawctl done <id> -m "Result" |
| Approve submitted work | clawctl approve <id> or clawctl approve <id> -m "note" |
| Reject submitted work | clawctl reject <id> -r "reason" |
| Redo a completed/cancelled task | clawctl reset <id> (back to pending) |
| Hand off to another agent | clawctl msg <agent> "Ready for you" --task <id> --type handoff |
| Find something | clawctl search "query" โ searches tasks and messages |
| Catch up | clawctl feed --last 20 or clawctl summary |
| Link artifacts | Add --meta '{"note":"path/to/file"}' to mutating commands |
pending โ claimed โ in_progress โ review โ done (approved)
โ blocked โ โ pending (rejected)
โ cancelled
Use clawctl legend to see all status symbols and their meanings.
list excludes done/cancelled by default. Blocked tasks show their blocker IDs inline. Use --all for history (newest first).
| Command | Description |
|---------|-------------|
| add SUBJECT | Create task. -d desc, -p 0\|1\|2 priority, --for AGENT assign, --parent ID |
| list | Active tasks. --mine, --status STATUS, --owner AGENT, --all |
| next | Highest-priority actionable task for current agent |
| show ID | Full detail: status, description, message thread, blockers |
| search QUERY | Search tasks and messages by keyword |
| claim ID | Claim task. --force overrides ownership, --meta JSON |
| start ID | Begin work (in_progress). --meta JSON |
| done ID | Complete. -m note, --force, --meta JSON |
| review ID | Submit for review (auto-notifies creator). --meta JSON |
| approve ID | Approve a reviewed task (moves to done). -m note, --meta JSON |
| reject ID | Reject a reviewed task (back to pending). -r reason, --meta JSON |
| reset ID | Move done/cancelled/blocked back to pending. --force, --meta JSON |
| cancel ID | Cancel task. --meta JSON |
| block ID --by OTHER | Mark blocked. --meta JSON |
| board | Kanban board grouped by status |
| legend | Status symbol reference |
| Command | Description |
|---------|-------------|
| msg AGENT BODY | Send message. --task ID, --type TYPE (comment, status, handoff, question, answer, alert) |
| broadcast BODY | Alert all agents |
| inbox | Read messages. --unread for unread only |
| Command | Description |
|---------|-------------|
| checkin | Heartbeat โ update presence, report unread count |
| register NAME | Register agent. --role TEXT |
| fleet | All agents with status and current task |
| whoami | Identity, role, and DB path |
| Command | Description |
|---------|-------------|
| feed | Activity log. --last N, --agent NAME, --meta |
| summary | Fleet overview with counts and recent events |
| dashboard | Web UI. --port INT, --stop, --verbose |
show <id> before working. Read the full context: description, thread, blockers. Don't start blind.review, not done, when approval is needed. The coordinator decides when work is complete.reset for retries. If a task failed or needs to be redone, reset it. Don't use raw SQL.search to find things. Don't grep the database. clawctl search "keyword" checks tasks and messages.clawctl msg <coordinator> "progress update" --task <id> keeps everyone informed.Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
api_key
Streaming
No
Data region
global
Protocol support
Requires: openclew, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/lludlow-clawctl/snapshot"
curl -s "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract"
curl -s "https://xpersona.co/api/v1/agents/lludlow-clawctl/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
AI Agents & MCPs & AI Workflow Automation โข (~400 MCP servers for AI agents) โข AI Automation / AI Agent with MCPs โข AI Workflows & AI Agents โข MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 5d ago
Rank
70
Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | ๐ Star if you like it!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"api_key"
],
"requires": [
"openclew",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/lludlow/clawctl#input",
"outputSchemaRef": "https://github.com/lludlow/clawctl#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:44:10.862Z",
"sourceUpdatedAt": "2026-02-24T19:44:10.862Z",
"freshnessSeconds": 4419947
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/lludlow-clawctl/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/lludlow-clawctl/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/lludlow-clawctl/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-16T23:29:57.991Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-24T19:44:10.862Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "api_key",
"href": "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:10.862Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/lludlow/clawctl#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:10.862Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Lludlow",
"href": "https://github.com/lludlow/clawctl",
"sourceUrl": "https://github.com/lludlow/clawctl",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "1 GitHub stars",
"href": "https://github.com/lludlow/clawctl",
"sourceUrl": "https://github.com/lludlow/clawctl",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/lludlow-clawctl/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub ยท GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to clawctl and adjacent AI workflows.