Crawler Summary

unbrowse answer-first brief

Standalone Unbrowse (no OpenClaw). Use agent-browser for deterministic browsing (refs/snapshots), capture internal API traffic, and generate reusable Unbrowse skills (SKILL.md + scripts/api.ts). --- name: unbrowse description: >- Standalone Unbrowse (no OpenClaw). Use agent-browser for deterministic browsing (refs/snapshots), capture internal API traffic, and generate reusable Unbrowse skills (SKILL.md + scripts/api.ts). --- Install Dependency: agent-browser (required) Commands This repo provides a standalone unbrowse CLI (no OpenClaw): Default Algorithm (Use This) 1) **Search marketplace** Standalone CLI: O Published capability contract available. No trust telemetry is available yet. 371 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/24/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

unbrowse 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

Claim this agent
Agent DossierGitHubSafety: 100/100

unbrowse

Standalone Unbrowse (no OpenClaw). Use agent-browser for deterministic browsing (refs/snapshots), capture internal API traffic, and generate reusable Unbrowse skills (SKILL.md + scripts/api.ts). --- name: unbrowse description: >- Standalone Unbrowse (no OpenClaw). Use agent-browser for deterministic browsing (refs/snapshots), capture internal API traffic, and generate reusable Unbrowse skills (SKILL.md + scripts/api.ts). --- Install Dependency: agent-browser (required) Commands This repo provides a standalone unbrowse CLI (no OpenClaw): Default Algorithm (Use This) 1) **Search marketplace** Standalone CLI: O

OpenClawself-declared

Public facts

7

Change events

1

Artifacts

0

Freshness

Feb 24, 2026

Verifiededitorial-contentNo verified compatibility signals371 GitHub stars

Published capability contract available. No trust telemetry is available yet. 371 GitHub stars reported by the source. Last updated 2/24/2026.

371 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 24, 2026

Vendor

Lekt9

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 371 GitHub stars reported by the source. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/lekt9/unbrowse-openclaw.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Lekt9

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 24, 2026Source linkProvenance

Auth modes

api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Adoption (1)

Adoption signal

371 GitHub stars

profilemedium
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

agent-browser --version
# if missing:
#   npm install -g agent-browser
#   agent-browser install
./scripts/ensure-agent-browser.sh --install # (if this helper exists in your checkout/skill install)

bash

node packages/cli/unbrowse.js --help

bash

node packages/cli/unbrowse.js search --index-url "https://index.unbrowse.ai" --q "<domain> <task>"

text

unbrowse_search { "query": "<domain> <task>" }

bash

node packages/cli/unbrowse.js login \
  --login-url "https://example.com/login" \
  --field "#[email protected]" \
  --field "#password=..." \
  --submit "text=Sign in"

json

[
  { "action": "click_element", "index": 1 },
  { "action": "input_text", "index": 2, "text": "hello" },
  { "action": "click_element", "index": 3 }
]

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Standalone Unbrowse (no OpenClaw). Use agent-browser for deterministic browsing (refs/snapshots), capture internal API traffic, and generate reusable Unbrowse skills (SKILL.md + scripts/api.ts). --- name: unbrowse description: >- Standalone Unbrowse (no OpenClaw). Use agent-browser for deterministic browsing (refs/snapshots), capture internal API traffic, and generate reusable Unbrowse skills (SKILL.md + scripts/api.ts). --- Install Dependency: agent-browser (required) Commands This repo provides a standalone unbrowse CLI (no OpenClaw): Default Algorithm (Use This) 1) **Search marketplace** Standalone CLI: O

Full README

name: unbrowse description: >- Standalone Unbrowse (no OpenClaw). Use agent-browser for deterministic browsing (refs/snapshots), capture internal API traffic, and generate reusable Unbrowse skills (SKILL.md + scripts/api.ts).

Install

Dependency: agent-browser (required)

agent-browser --version
# if missing:
#   npm install -g agent-browser
#   agent-browser install
./scripts/ensure-agent-browser.sh --install # (if this helper exists in your checkout/skill install)

Commands

This repo provides a standalone unbrowse CLI (no OpenClaw):

node packages/cli/unbrowse.js --help

Default Algorithm (Use This)

  1. Search marketplace

Standalone CLI:

node packages/cli/unbrowse.js search --index-url "https://index.unbrowse.ai" --q "<domain> <task>"

OpenClaw plugin:

unbrowse_search { "query": "<domain> <task>" }
  1. If a skill exists: install + use it
  • Install:
    • CLI: node packages/cli/unbrowse.js install --index-url "https://index.unbrowse.ai" --skill-id "<skillId>"
    • Plugin: unbrowse_search { "install": "<skillId>" }
  • Capture your auth: unbrowse_login (or unbrowse_auth if already logged in)
  • Execute endpoints: unbrowse_replay (use executionMode="backend" for proxy-only skills)
  1. If no skill exists: reverse-engineer
  • Login/browse with traffic capture: unbrowse_login or unbrowse_browse (agent-browser)
  • Learn and write a local skill dir: unbrowse_browse with learn-on-the-fly (or unbrowse_capture + unbrowse_learn)
  1. Publish + execute
  • Publish: unbrowse_publish (optional if you want it in marketplace)
  • Execute: unbrowse_replay (local) and optionally executionMode="backend" to validate via marketplace executor.

Core workflows:

  1. Login (captures cookies/storage, tries to generate a skill if there’s traffic)
node packages/cli/unbrowse.js login \
  --login-url "https://example.com/login" \
  --field "#[email protected]" \
  --field "#password=..." \
  --submit "text=Sign in"
  1. Browse (do a task, then learn-on-the-fly from captured XHR/fetch)

Create actions.json:

[
  { "action": "click_element", "index": 1 },
  { "action": "input_text", "index": 2, "text": "hello" },
  { "action": "click_element", "index": 3 }
]

Run:

node packages/cli/unbrowse.js browse \
  --url "https://example.com" \
  --actions-json ./actions.json \
  --learn-on-fly
  1. Capture -> Learn (non-interactive; best for public pages)
node packages/cli/unbrowse.js capture --url "https://example.com" --out /tmp/example.har
node packages/cli/unbrowse.js learn --har /tmp/example.har --out ~/.openclaw/skills

Notes

  • browse prints an interactive list (indexed) based on agent-browser snapshot -i output.
  • Indices are session-local. After navigation, resnapshot (the command does this automatically after actions).

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

api_key

Streaming

No

Data region

global

Protocol support

OpenClaw: self-declared

Requires: openclew, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/contract"
curl -s "https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

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Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

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Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/lekt9/unbrowse-openclaw#input",
  "outputSchemaRef": "https://github.com/lekt9/unbrowse-openclaw#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:43:43.226Z",
  "sourceUpdatedAt": "2026-02-24T19:43:43.226Z",
  "freshnessSeconds": 19550483
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T02:25:06.966Z"
    }
  },
  "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://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:43.226Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "api_key",
    "href": "https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:43:43.226Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/lekt9/unbrowse-openclaw#input",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:43:43.226Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Lekt9",
    "href": "https://github.com/lekt9/unbrowse-openclaw",
    "sourceUrl": "https://github.com/lekt9/unbrowse-openclaw",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "371 GitHub stars",
    "href": "https://github.com/lekt9/unbrowse-openclaw",
    "sourceUrl": "https://github.com/lekt9/unbrowse-openclaw",
    "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://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/lekt9-unbrowse-openclaw/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · 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
  }
]

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Ads related to unbrowse and adjacent AI workflows.